Deploying to gh-pages from @ networkx/networkx@0b0a5fc5c512c2cbacd374860e47742e48a8dcfe 🚀

1824 files changed, 51731 insertions, 23604 deletions

diff --git a/.buildinfo b/.buildinfo
index b549e2ec..17966289 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 41e93bdb5244630d59bbb77af337b880
+config: 28cdf9fa5bab836883c9c191b71f5756
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
index fa765043..d08dad65 100644
--- a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
+++ b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
diff --git a/_downloads/097285ee56b831e03a1cf029dd432ed7/plot_multipartite_graph.ipynb b/_downloads/097285ee56b831e03a1cf029dd432ed7/plot_multipartite_graph.ipynb
index 4d05ce14..bd43fae2 100644
--- a/_downloads/097285ee56b831e03a1cf029dd432ed7/plot_multipartite_graph.ipynb
+++ b/_downloads/097285ee56b831e03a1cf029dd432ed7/plot_multipartite_graph.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import itertools\nimport matplotlib.pyplot as plt\nimport networkx as nx\n\nsubset_sizes = [5, 5, 4, 3, 2, 4, 4, 3]\nsubset_color = [\n    \"gold\",\n    \"violet\",\n    \"violet\",\n    \"violet\",\n    \"violet\",\n    \"limegreen\",\n    \"limegreen\",\n    \"darkorange\",\n]\n\n\ndef multilayered_graph(*subset_sizes):\n    extents = nx.utils.pairwise(itertools.accumulate((0,) + subset_sizes))\n    layers = [range(start, end) for start, end in extents]\n    G = nx.Graph()\n    for (i, layer) in enumerate(layers):\n        G.add_nodes_from(layer, layer=i)\n    for layer1, layer2 in nx.utils.pairwise(layers):\n        G.add_edges_from(itertools.product(layer1, layer2))\n    return G\n\n\nG = multilayered_graph(*subset_sizes)\ncolor = [subset_color[data[\"layer\"]] for v, data in G.nodes(data=True)]\npos = nx.multipartite_layout(G, subset_key=\"layer\")\nplt.figure(figsize=(8, 8))\nnx.draw(G, pos, node_color=color, with_labels=False)\nplt.axis(\"equal\")\nplt.show()"
+        "import itertools\nimport matplotlib.pyplot as plt\nimport networkx as nx\n\nsubset_sizes = [5, 5, 4, 3, 2, 4, 4, 3]\nsubset_color = [\n    \"gold\",\n    \"violet\",\n    \"violet\",\n    \"violet\",\n    \"violet\",\n    \"limegreen\",\n    \"limegreen\",\n    \"darkorange\",\n]\n\n\ndef multilayered_graph(*subset_sizes):\n    extents = nx.utils.pairwise(itertools.accumulate((0,) + subset_sizes))\n    layers = [range(start, end) for start, end in extents]\n    G = nx.Graph()\n    for i, layer in enumerate(layers):\n        G.add_nodes_from(layer, layer=i)\n    for layer1, layer2 in nx.utils.pairwise(layers):\n        G.add_edges_from(itertools.product(layer1, layer2))\n    return G\n\n\nG = multilayered_graph(*subset_sizes)\ncolor = [subset_color[data[\"layer\"]] for v, data in G.nodes(data=True)]\npos = nx.multipartite_layout(G, subset_key=\"layer\")\nplt.figure(figsize=(8, 8))\nnx.draw(G, pos, node_color=color, with_labels=False)\nplt.axis(\"equal\")\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/0a756ab7ea4b899fa151e327a4dce8d2/plot_snap.py b/_downloads/0a756ab7ea4b899fa151e327a4dce8d2/plot_snap.py
index 85ea71de..221f4f3f 100644
--- a/_downloads/0a756ab7ea4b899fa151e327a4dce8d2/plot_snap.py
+++ b/_downloads/0a756ab7ea4b899fa151e327a4dce8d2/plot_snap.py
@@ -16,18 +16,18 @@ import matplotlib.pyplot as plt
 
 
 nodes = {
-    "A": dict(color="Red"),
-    "B": dict(color="Red"),
-    "C": dict(color="Red"),
-    "D": dict(color="Red"),
-    "E": dict(color="Blue"),
-    "F": dict(color="Blue"),
-    "G": dict(color="Blue"),
-    "H": dict(color="Blue"),
-    "I": dict(color="Yellow"),
-    "J": dict(color="Yellow"),
-    "K": dict(color="Yellow"),
-    "L": dict(color="Yellow"),
+    "A": {"color": "Red"},
+    "B": {"color": "Red"},
+    "C": {"color": "Red"},
+    "D": {"color": "Red"},
+    "E": {"color": "Blue"},
+    "F": {"color": "Blue"},
+    "G": {"color": "Blue"},
+    "H": {"color": "Blue"},
+    "I": {"color": "Yellow"},
+    "J": {"color": "Yellow"},
+    "K": {"color": "Yellow"},
+    "L": {"color": "Yellow"},
 }
 edges = [
     ("A", "B", "Strong"),
@@ -50,7 +50,7 @@ original_graph.add_edges_from((u, v, {"type": label}) for u, v, label in edges)
 
 plt.suptitle("SNAP Summarization")
 
-base_options = dict(with_labels=True, edgecolors="black", node_size=500)
+base_options = {"with_labels": True, "edgecolors": "black", "node_size": 500}
 
 ax1 = plt.subplot(1, 2, 1)
 plt.title(
diff --git a/_downloads/0adfc212f7d48fa789c0e2d6038bd947/plot_maximum_independent_set.ipynb b/_downloads/0adfc212f7d48fa789c0e2d6038bd947/plot_maximum_independent_set.ipynb
new file mode 100644
index 00000000..16e26750
--- /dev/null
+++ b/_downloads/0adfc212f7d48fa789c0e2d6038bd947/plot_maximum_independent_set.ipynb
@@ -0,0 +1,54 @@
+{
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "collapsed": false
+      },
+      "outputs": [],
+      "source": [
+        "%matplotlib inline"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "\n# Maximum Independent Set\n\nAn independent set is a set of vertices in a graph where no two vertices in the\nset are adjacent. The maximum independent set is the independent set of largest\npossible size for a given graph.\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "collapsed": false
+      },
+      "outputs": [],
+      "source": [
+        "import numpy as np\nimport matplotlib.pyplot as plt\nimport networkx as nx\nfrom networkx.algorithms import approximation as approx\n\nG = nx.Graph(\n    [\n        (1, 2),\n        (7, 2),\n        (3, 9),\n        (3, 2),\n        (7, 6),\n        (5, 2),\n        (1, 5),\n        (2, 8),\n        (10, 2),\n        (1, 7),\n        (6, 1),\n        (6, 9),\n        (8, 4),\n        (9, 4),\n    ]\n)\n\nI = approx.maximum_independent_set(G)\nprint(f\"Maximum independent set of G: {I}\")\n\npos = nx.spring_layout(G, seed=39299899)\nnx.draw(\n    G,\n    pos=pos,\n    with_labels=True,\n    node_color=[\"tab:red\" if n in I else \"tab:blue\" for n in G],\n)"
+      ]
+    }
+  ],
+  "metadata": {
+    "kernelspec": {
+      "display_name": "Python 3",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.9.16"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}
\ No newline at end of file
diff --git a/_downloads/1ec7b0dc32695fec6a38afb4f6eb4b16/plot_dedensification.ipynb b/_downloads/1ec7b0dc32695fec6a38afb4f6eb4b16/plot_dedensification.ipynb
index c6b63826..9856be24 100644
--- a/_downloads/1ec7b0dc32695fec6a38afb4f6eb4b16/plot_dedensification.ipynb
+++ b/_downloads/1ec7b0dc32695fec6a38afb4f6eb4b16/plot_dedensification.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import matplotlib.pyplot as plt\nimport networkx as nx\n\nplt.suptitle(\"Dedensification\")\n\noriginal_graph = nx.DiGraph()\nwhite_nodes = [\"1\", \"2\", \"3\", \"4\", \"5\", \"6\"]\nred_nodes = [\"A\", \"B\", \"C\"]\nnode_sizes = [250 for node in white_nodes + red_nodes]\nnode_colors = [\"white\" for n in white_nodes] + [\"red\" for n in red_nodes]\n\noriginal_graph.add_nodes_from(white_nodes + red_nodes)\noriginal_graph.add_edges_from(\n    [\n        (\"1\", \"C\"),\n        (\"1\", \"B\"),\n        (\"2\", \"C\"),\n        (\"2\", \"B\"),\n        (\"2\", \"A\"),\n        (\"3\", \"B\"),\n        (\"3\", \"A\"),\n        (\"3\", \"6\"),\n        (\"4\", \"C\"),\n        (\"4\", \"B\"),\n        (\"4\", \"A\"),\n        (\"5\", \"B\"),\n        (\"5\", \"A\"),\n        (\"6\", \"5\"),\n        (\"A\", \"6\"),\n    ]\n)\nbase_options = dict(with_labels=True, edgecolors=\"black\")\npos = {\n    \"3\": (0, 1),\n    \"2\": (0, 2),\n    \"1\": (0, 3),\n    \"6\": (1, 0),\n    \"A\": (1, 1),\n    \"B\": (1, 2),\n    \"C\": (1, 3),\n    \"4\": (2, 3),\n    \"5\": (2, 1),\n}\nax1 = plt.subplot(1, 2, 1)\nplt.title(\"Original (%s edges)\" % original_graph.number_of_edges())\nnx.draw_networkx(original_graph, pos=pos, node_color=node_colors, **base_options)\n\nnonexp_graph, compression_nodes = nx.summarization.dedensify(\n    original_graph, threshold=2, copy=False\n)\nnonexp_node_colors = list(node_colors)\nnonexp_node_sizes = list(node_sizes)\nfor node in compression_nodes:\n    nonexp_node_colors.append(\"yellow\")\n    nonexp_node_sizes.append(600)\nplt.subplot(1, 2, 2)\n\nplt.title(\"Dedensified (%s edges)\" % nonexp_graph.number_of_edges())\nnonexp_pos = {\n    \"5\": (0, 0),\n    \"B\": (0, 2),\n    \"1\": (0, 3),\n    \"6\": (1, 0.75),\n    \"3\": (1.5, 1.5),\n    \"A\": (2, 0),\n    \"C\": (2, 3),\n    \"4\": (3, 1.5),\n    \"2\": (3, 2.5),\n}\nc_nodes = list(compression_nodes)\nc_nodes.sort()\nfor spot, node in enumerate(c_nodes):\n    nonexp_pos[node] = (2, spot + 2)\nnx.draw_networkx(\n    nonexp_graph,\n    pos=nonexp_pos,\n    node_color=nonexp_node_colors,\n    node_size=nonexp_node_sizes,\n    **base_options\n)\n\nplt.tight_layout()\nplt.show()"
+        "import matplotlib.pyplot as plt\nimport networkx as nx\n\nplt.suptitle(\"Dedensification\")\n\noriginal_graph = nx.DiGraph()\nwhite_nodes = [\"1\", \"2\", \"3\", \"4\", \"5\", \"6\"]\nred_nodes = [\"A\", \"B\", \"C\"]\nnode_sizes = [250 for node in white_nodes + red_nodes]\nnode_colors = [\"white\" for n in white_nodes] + [\"red\" for n in red_nodes]\n\noriginal_graph.add_nodes_from(white_nodes + red_nodes)\noriginal_graph.add_edges_from(\n    [\n        (\"1\", \"C\"),\n        (\"1\", \"B\"),\n        (\"2\", \"C\"),\n        (\"2\", \"B\"),\n        (\"2\", \"A\"),\n        (\"3\", \"B\"),\n        (\"3\", \"A\"),\n        (\"3\", \"6\"),\n        (\"4\", \"C\"),\n        (\"4\", \"B\"),\n        (\"4\", \"A\"),\n        (\"5\", \"B\"),\n        (\"5\", \"A\"),\n        (\"6\", \"5\"),\n        (\"A\", \"6\"),\n    ]\n)\nbase_options = {\"with_labels\": True, \"edgecolors\": \"black\"}\npos = {\n    \"3\": (0, 1),\n    \"2\": (0, 2),\n    \"1\": (0, 3),\n    \"6\": (1, 0),\n    \"A\": (1, 1),\n    \"B\": (1, 2),\n    \"C\": (1, 3),\n    \"4\": (2, 3),\n    \"5\": (2, 1),\n}\nax1 = plt.subplot(1, 2, 1)\nplt.title(\"Original (%s edges)\" % original_graph.number_of_edges())\nnx.draw_networkx(original_graph, pos=pos, node_color=node_colors, **base_options)\n\nnonexp_graph, compression_nodes = nx.summarization.dedensify(\n    original_graph, threshold=2, copy=False\n)\nnonexp_node_colors = list(node_colors)\nnonexp_node_sizes = list(node_sizes)\nfor node in compression_nodes:\n    nonexp_node_colors.append(\"yellow\")\n    nonexp_node_sizes.append(600)\nplt.subplot(1, 2, 2)\n\nplt.title(\"Dedensified (%s edges)\" % nonexp_graph.number_of_edges())\nnonexp_pos = {\n    \"5\": (0, 0),\n    \"B\": (0, 2),\n    \"1\": (0, 3),\n    \"6\": (1, 0.75),\n    \"3\": (1.5, 1.5),\n    \"A\": (2, 0),\n    \"C\": (2, 3),\n    \"4\": (3, 1.5),\n    \"2\": (3, 2.5),\n}\nc_nodes = list(compression_nodes)\nc_nodes.sort()\nfor spot, node in enumerate(c_nodes):\n    nonexp_pos[node] = (2, spot + 2)\nnx.draw_networkx(\n    nonexp_graph,\n    pos=nonexp_pos,\n    node_color=nonexp_node_colors,\n    node_size=nonexp_node_sizes,\n    **base_options\n)\n\nplt.tight_layout()\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/213697eef7dec7ebca6ee2e064eb9c24/plot_unix_email.py b/_downloads/213697eef7dec7ebca6ee2e064eb9c24/plot_unix_email.py
index 25fce7ae..748b5491 100644
--- a/_downloads/213697eef7dec7ebca6ee2e064eb9c24/plot_unix_email.py
+++ b/_downloads/213697eef7dec7ebca6ee2e064eb9c24/plot_unix_email.py
@@ -43,7 +43,7 @@ def mbox_graph():
         resent_ccs = msg.get_all("resent-cc", [])
         all_recipients = getaddresses(tos + ccs + resent_tos + resent_ccs)
         # now add the edges for this mail message
-        for (target_name, target_addr) in all_recipients:
+        for target_name, target_addr in all_recipients:
             G.add_edge(source_addr, target_addr, message=msg)
 
     return G
@@ -52,7 +52,7 @@ def mbox_graph():
 G = mbox_graph()
 
 # print edges with message subject
-for (u, v, d) in G.edges(data=True):
+for u, v, d in G.edges(data=True):
     print(f"From: {u} To: {v} Subject: {d['message']['Subject']}")
 
 pos = nx.spring_layout(G, iterations=10, seed=227)
diff --git a/_downloads/23bd8a075fec100ee75fd165948aad05/plot_chess_masters.ipynb b/_downloads/23bd8a075fec100ee75fd165948aad05/plot_chess_masters.ipynb
index 13bd1f7c..c28c7b10 100644
--- a/_downloads/23bd8a075fec100ee75fd165948aad05/plot_chess_masters.ipynb
+++ b/_downloads/23bd8a075fec100ee75fd165948aad05/plot_chess_masters.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import matplotlib.pyplot as plt\nimport networkx as nx\n\n# tag names specifying what game info should be\n# stored in the dict on each digraph edge\ngame_details = [\"Event\", \"Date\", \"Result\", \"ECO\", \"Site\"]\n\n\ndef chess_pgn_graph(pgn_file=\"chess_masters_WCC.pgn.bz2\"):\n    \"\"\"Read chess games in pgn format in pgn_file.\n\n    Filenames ending in .bz2 will be uncompressed.\n\n    Return the MultiDiGraph of players connected by a chess game.\n    Edges contain game data in a dict.\n\n    \"\"\"\n    import bz2\n\n    G = nx.MultiDiGraph()\n    game = {}\n    with bz2.BZ2File(pgn_file) as datafile:\n        lines = [line.decode().rstrip(\"\\r\\n\") for line in datafile]\n    for line in lines:\n        if line.startswith(\"[\"):\n            tag, value = line[1:-1].split(\" \", 1)\n            game[str(tag)] = value.strip('\"')\n        else:\n            # empty line after tag set indicates\n            # we finished reading game info\n            if game:\n                white = game.pop(\"White\")\n                black = game.pop(\"Black\")\n                G.add_edge(white, black, **game)\n                game = {}\n    return G\n\n\nG = chess_pgn_graph()\n\nprint(\n    f\"Loaded {G.number_of_edges()} chess games between {G.number_of_nodes()} players\\n\"\n)\n\n# identify connected components of the undirected version\nH = G.to_undirected()\nGcc = [H.subgraph(c) for c in nx.connected_components(H)]\nif len(Gcc) > 1:\n    print(f\"Note the disconnected component consisting of:\\n{Gcc[1].nodes()}\")\n\n# find all games with B97 opening (as described in ECO)\nopenings = {game_info[\"ECO\"] for (white, black, game_info) in G.edges(data=True)}\nprint(f\"\\nFrom a total of {len(openings)} different openings,\")\nprint(\"the following games used the Sicilian opening\")\nprint('with the Najdorff 7...Qb6 \"Poisoned Pawn\" variation.\\n')\n\nfor (white, black, game_info) in G.edges(data=True):\n    if game_info[\"ECO\"] == \"B97\":\n        summary = f\"{white} vs {black}\\n\"\n        for k, v in game_info.items():\n            summary += f\"   {k}: {v}\\n\"\n        summary += \"\\n\"\n        print(summary)\n\n# make new undirected graph H without multi-edges\nH = nx.Graph(G)\n\n# edge width is proportional number of games played\nedgewidth = [len(G.get_edge_data(u, v)) for u, v in H.edges()]\n\n# node size is proportional to number of games won\nwins = dict.fromkeys(G.nodes(), 0.0)\nfor (u, v, d) in G.edges(data=True):\n    r = d[\"Result\"].split(\"-\")\n    if r[0] == \"1\":\n        wins[u] += 1.0\n    elif r[0] == \"1/2\":\n        wins[u] += 0.5\n        wins[v] += 0.5\n    else:\n        wins[v] += 1.0\nnodesize = [wins[v] * 50 for v in H]\n\n# Generate layout for visualization\npos = nx.kamada_kawai_layout(H)\n# Manual tweaking to limit node label overlap in the visualization\npos[\"Reshevsky, Samuel H\"] += (0.05, -0.10)\npos[\"Botvinnik, Mikhail M\"] += (0.03, -0.06)\npos[\"Smyslov, Vassily V\"] += (0.05, -0.03)\n\nfig, ax = plt.subplots(figsize=(12, 12))\n# Visualize graph components\nnx.draw_networkx_edges(H, pos, alpha=0.3, width=edgewidth, edge_color=\"m\")\nnx.draw_networkx_nodes(H, pos, node_size=nodesize, node_color=\"#210070\", alpha=0.9)\nlabel_options = {\"ec\": \"k\", \"fc\": \"white\", \"alpha\": 0.7}\nnx.draw_networkx_labels(H, pos, font_size=14, bbox=label_options)\n\n# Title/legend\nfont = {\"fontname\": \"Helvetica\", \"color\": \"k\", \"fontweight\": \"bold\", \"fontsize\": 14}\nax.set_title(\"World Chess Championship Games: 1886 - 1985\", font)\n# Change font color for legend\nfont[\"color\"] = \"r\"\n\nax.text(\n    0.80,\n    0.10,\n    \"edge width = # games played\",\n    horizontalalignment=\"center\",\n    transform=ax.transAxes,\n    fontdict=font,\n)\nax.text(\n    0.80,\n    0.06,\n    \"node size = # games won\",\n    horizontalalignment=\"center\",\n    transform=ax.transAxes,\n    fontdict=font,\n)\n\n# Resize figure for label readibility\nax.margins(0.1, 0.05)\nfig.tight_layout()\nplt.axis(\"off\")\nplt.show()"
+        "import matplotlib.pyplot as plt\nimport networkx as nx\n\n# tag names specifying what game info should be\n# stored in the dict on each digraph edge\ngame_details = [\"Event\", \"Date\", \"Result\", \"ECO\", \"Site\"]\n\n\ndef chess_pgn_graph(pgn_file=\"chess_masters_WCC.pgn.bz2\"):\n    \"\"\"Read chess games in pgn format in pgn_file.\n\n    Filenames ending in .bz2 will be uncompressed.\n\n    Return the MultiDiGraph of players connected by a chess game.\n    Edges contain game data in a dict.\n\n    \"\"\"\n    import bz2\n\n    G = nx.MultiDiGraph()\n    game = {}\n    with bz2.BZ2File(pgn_file) as datafile:\n        lines = [line.decode().rstrip(\"\\r\\n\") for line in datafile]\n    for line in lines:\n        if line.startswith(\"[\"):\n            tag, value = line[1:-1].split(\" \", 1)\n            game[str(tag)] = value.strip('\"')\n        else:\n            # empty line after tag set indicates\n            # we finished reading game info\n            if game:\n                white = game.pop(\"White\")\n                black = game.pop(\"Black\")\n                G.add_edge(white, black, **game)\n                game = {}\n    return G\n\n\nG = chess_pgn_graph()\n\nprint(\n    f\"Loaded {G.number_of_edges()} chess games between {G.number_of_nodes()} players\\n\"\n)\n\n# identify connected components of the undirected version\nH = G.to_undirected()\nGcc = [H.subgraph(c) for c in nx.connected_components(H)]\nif len(Gcc) > 1:\n    print(f\"Note the disconnected component consisting of:\\n{Gcc[1].nodes()}\")\n\n# find all games with B97 opening (as described in ECO)\nopenings = {game_info[\"ECO\"] for (white, black, game_info) in G.edges(data=True)}\nprint(f\"\\nFrom a total of {len(openings)} different openings,\")\nprint(\"the following games used the Sicilian opening\")\nprint('with the Najdorff 7...Qb6 \"Poisoned Pawn\" variation.\\n')\n\nfor white, black, game_info in G.edges(data=True):\n    if game_info[\"ECO\"] == \"B97\":\n        summary = f\"{white} vs {black}\\n\"\n        for k, v in game_info.items():\n            summary += f\"   {k}: {v}\\n\"\n        summary += \"\\n\"\n        print(summary)\n\n# make new undirected graph H without multi-edges\nH = nx.Graph(G)\n\n# edge width is proportional number of games played\nedgewidth = [len(G.get_edge_data(u, v)) for u, v in H.edges()]\n\n# node size is proportional to number of games won\nwins = dict.fromkeys(G.nodes(), 0.0)\nfor u, v, d in G.edges(data=True):\n    r = d[\"Result\"].split(\"-\")\n    if r[0] == \"1\":\n        wins[u] += 1.0\n    elif r[0] == \"1/2\":\n        wins[u] += 0.5\n        wins[v] += 0.5\n    else:\n        wins[v] += 1.0\nnodesize = [wins[v] * 50 for v in H]\n\n# Generate layout for visualization\npos = nx.kamada_kawai_layout(H)\n# Manual tweaking to limit node label overlap in the visualization\npos[\"Reshevsky, Samuel H\"] += (0.05, -0.10)\npos[\"Botvinnik, Mikhail M\"] += (0.03, -0.06)\npos[\"Smyslov, Vassily V\"] += (0.05, -0.03)\n\nfig, ax = plt.subplots(figsize=(12, 12))\n# Visualize graph components\nnx.draw_networkx_edges(H, pos, alpha=0.3, width=edgewidth, edge_color=\"m\")\nnx.draw_networkx_nodes(H, pos, node_size=nodesize, node_color=\"#210070\", alpha=0.9)\nlabel_options = {\"ec\": \"k\", \"fc\": \"white\", \"alpha\": 0.7}\nnx.draw_networkx_labels(H, pos, font_size=14, bbox=label_options)\n\n# Title/legend\nfont = {\"fontname\": \"Helvetica\", \"color\": \"k\", \"fontweight\": \"bold\", \"fontsize\": 14}\nax.set_title(\"World Chess Championship Games: 1886 - 1985\", font)\n# Change font color for legend\nfont[\"color\"] = \"r\"\n\nax.text(\n    0.80,\n    0.10,\n    \"edge width = # games played\",\n    horizontalalignment=\"center\",\n    transform=ax.transAxes,\n    fontdict=font,\n)\nax.text(\n    0.80,\n    0.06,\n    \"node size = # games won\",\n    horizontalalignment=\"center\",\n    transform=ax.transAxes,\n    fontdict=font,\n)\n\n# Resize figure for label readability\nax.margins(0.1, 0.05)\nfig.tight_layout()\nplt.axis(\"off\")\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/27102b9986eea2f742603c5d8496d2f8/plot_degree_sequence.py b/_downloads/27102b9986eea2f742603c5d8496d2f8/plot_degree_sequence.py
index 0d32091c..87abb647 100644
--- a/_downloads/27102b9986eea2f742603c5d8496d2f8/plot_degree_sequence.py
+++ b/_downloads/27102b9986eea2f742603c5d8496d2f8/plot_degree_sequence.py
@@ -15,7 +15,9 @@ z = [5, 3, 3, 3, 3, 2, 2, 2, 1, 1, 1]
 print(nx.is_graphical(z))
 
 print("Configuration model")
-G = nx.configuration_model(z, seed=seed)  # configuration model, seed for reproduciblity
+G = nx.configuration_model(
+    z, seed=seed
+)  # configuration model, seed for reproducibility
 degree_sequence = [d for n, d in G.degree()]  # degree sequence
 print(f"Degree sequence {degree_sequence}")
 print("Degree histogram")
diff --git a/_downloads/2a66ab839d29e0e6b9e6c0db64e50f74/plot_triad_types.ipynb b/_downloads/2a66ab839d29e0e6b9e6c0db64e50f74/plot_triad_types.ipynb
index 10936eb3..80722584 100644
--- a/_downloads/2a66ab839d29e0e6b9e6c0db64e50f74/plot_triad_types.ipynb
+++ b/_downloads/2a66ab839d29e0e6b9e6c0db64e50f74/plot_triad_types.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import networkx as nx\nimport matplotlib.pyplot as plt\n\nfig, axes = plt.subplots(4, 4, figsize=(10, 10))\ntriads = {\n    \"003\": [],\n    \"012\": [(1, 2)],\n    \"102\": [(1, 2), (2, 1)],\n    \"021D\": [(3, 1), (3, 2)],\n    \"021U\": [(1, 3), (2, 3)],\n    \"021C\": [(1, 3), (3, 2)],\n    \"111D\": [(1, 2), (2, 1), (3, 1)],\n    \"111U\": [(1, 2), (2, 1), (1, 3)],\n    \"030T\": [(1, 2), (3, 2), (1, 3)],\n    \"030C\": [(1, 3), (3, 2), (2, 1)],\n    \"201\": [(1, 2), (2, 1), (3, 1), (1, 3)],\n    \"120D\": [(1, 2), (2, 1), (3, 1), (3, 2)],\n    \"120U\": [(1, 2), (2, 1), (1, 3), (2, 3)],\n    \"120C\": [(1, 2), (2, 1), (1, 3), (3, 2)],\n    \"210\": [(1, 2), (2, 1), (1, 3), (3, 2), (2, 3)],\n    \"300\": [(1, 2), (2, 1), (2, 3), (3, 2), (1, 3), (3, 1)],\n}\n\nfor (title, triad), ax in zip(triads.items(), axes.flatten()):\n    G = nx.DiGraph()\n    G.add_nodes_from([1, 2, 3])\n    G.add_edges_from(triad)\n    nx.draw_networkx(\n        G,\n        ax=ax,\n        with_labels=False,\n        node_color=[\"green\"],\n        node_size=200,\n        arrowsize=20,\n        width=2,\n        pos=nx.planar_layout(G),\n    )\n    ax.set_xlim(val * 1.2 for val in ax.get_xlim())\n    ax.set_ylim(val * 1.2 for val in ax.get_ylim())\n    ax.text(\n        0,\n        0,\n        title,\n        fontsize=15,\n        fontweight=\"extra bold\",\n        horizontalalignment=\"center\",\n        bbox=dict(boxstyle=\"square,pad=0.3\", fc=\"none\"),\n    )\nfig.tight_layout()\nplt.show()"
+        "import networkx as nx\nimport matplotlib.pyplot as plt\n\nfig, axes = plt.subplots(4, 4, figsize=(10, 10))\ntriads = {\n    \"003\": [],\n    \"012\": [(1, 2)],\n    \"102\": [(1, 2), (2, 1)],\n    \"021D\": [(3, 1), (3, 2)],\n    \"021U\": [(1, 3), (2, 3)],\n    \"021C\": [(1, 3), (3, 2)],\n    \"111D\": [(1, 2), (2, 1), (3, 1)],\n    \"111U\": [(1, 2), (2, 1), (1, 3)],\n    \"030T\": [(1, 2), (3, 2), (1, 3)],\n    \"030C\": [(1, 3), (3, 2), (2, 1)],\n    \"201\": [(1, 2), (2, 1), (3, 1), (1, 3)],\n    \"120D\": [(1, 2), (2, 1), (3, 1), (3, 2)],\n    \"120U\": [(1, 2), (2, 1), (1, 3), (2, 3)],\n    \"120C\": [(1, 2), (2, 1), (1, 3), (3, 2)],\n    \"210\": [(1, 2), (2, 1), (1, 3), (3, 2), (2, 3)],\n    \"300\": [(1, 2), (2, 1), (2, 3), (3, 2), (1, 3), (3, 1)],\n}\n\nfor (title, triad), ax in zip(triads.items(), axes.flatten()):\n    G = nx.DiGraph()\n    G.add_nodes_from([1, 2, 3])\n    G.add_edges_from(triad)\n    nx.draw_networkx(\n        G,\n        ax=ax,\n        with_labels=False,\n        node_color=[\"green\"],\n        node_size=200,\n        arrowsize=20,\n        width=2,\n        pos=nx.planar_layout(G),\n    )\n    ax.set_xlim(val * 1.2 for val in ax.get_xlim())\n    ax.set_ylim(val * 1.2 for val in ax.get_ylim())\n    ax.text(\n        0,\n        0,\n        title,\n        fontsize=15,\n        fontweight=\"extra bold\",\n        horizontalalignment=\"center\",\n        bbox={\"boxstyle\": \"square,pad=0.3\", \"fc\": \"none\"},\n    )\nfig.tight_layout()\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/388158421a67216f605c1bbf9aa310bf/plot_chess_masters.py b/_downloads/388158421a67216f605c1bbf9aa310bf/plot_chess_masters.py
index 52f4cfba..a5f3b5a8 100644
--- a/_downloads/388158421a67216f605c1bbf9aa310bf/plot_chess_masters.py
+++ b/_downloads/388158421a67216f605c1bbf9aa310bf/plot_chess_masters.py
@@ -81,7 +81,7 @@ print(f"\nFrom a total of {len(openings)} different openings,")
 print("the following games used the Sicilian opening")
 print('with the Najdorff 7...Qb6 "Poisoned Pawn" variation.\n')
 
-for (white, black, game_info) in G.edges(data=True):
+for white, black, game_info in G.edges(data=True):
     if game_info["ECO"] == "B97":
         summary = f"{white} vs {black}\n"
         for k, v in game_info.items():
@@ -97,7 +97,7 @@ edgewidth = [len(G.get_edge_data(u, v)) for u, v in H.edges()]
 
 # node size is proportional to number of games won
 wins = dict.fromkeys(G.nodes(), 0.0)
-for (u, v, d) in G.edges(data=True):
+for u, v, d in G.edges(data=True):
     r = d["Result"].split("-")
     if r[0] == "1":
         wins[u] += 1.0
@@ -145,7 +145,7 @@ ax.text(
     fontdict=font,
 )
 
-# Resize figure for label readibility
+# Resize figure for label readability
 ax.margins(0.1, 0.05)
 fig.tight_layout()
 plt.axis("off")
diff --git a/_downloads/3a5de2178f4d4bb1892ea7036709f1bb/plot_morse_trie.ipynb b/_downloads/3a5de2178f4d4bb1892ea7036709f1bb/plot_morse_trie.ipynb
index 944198b3..bde5d9d2 100644
--- a/_downloads/3a5de2178f4d4bb1892ea7036709f1bb/plot_morse_trie.ipynb
+++ b/_downloads/3a5de2178f4d4bb1892ea7036709f1bb/plot_morse_trie.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import networkx as nx\n\n# Unicode characters to represent the dots/dashes (or dits/dahs) of Morse code\ndot = \"\u2022\"\ndash = \"\u2014\"\n\n# Start with the direct mapping of letter -> code\nmorse_direct_mapping = {\n    \"a\": dot + dash,\n    \"b\": dash + dot * 3,\n    \"c\": dash + dot + dash + dot,\n    \"d\": dash + dot * 2,\n    \"e\": dot,\n    \"f\": dot * 2 + dash + dot,\n    \"g\": dash * 2 + dot,\n    \"h\": dot * 4,\n    \"i\": dot * 2,\n    \"j\": dot + dash * 3,\n    \"k\": dash + dot + dash,\n    \"l\": dot + dash + dot * 2,\n    \"m\": dash * 2,\n    \"n\": dash + dot,\n    \"o\": dash * 3,\n    \"p\": dot + dash * 2 + dot,\n    \"q\": dash * 2 + dot + dash,\n    \"r\": dot + dash + dot,\n    \"s\": dot * 3,\n    \"t\": dash,\n    \"u\": dot * 2 + dash,\n    \"v\": dot * 3 + dash,\n    \"w\": dot + dash * 2,\n    \"x\": dash + dot * 2 + dash,\n    \"y\": dash + dot + dash * 2,\n    \"z\": dash * 2 + dot * 2,\n}\n\n### Manually construct the prefix tree from this mapping\n\n# Some preprocessing: sort the original mapping by code length and character\n# value\nmorse_mapping_sorted = dict(\n    sorted(morse_direct_mapping.items(), key=lambda item: (len(item[1]), item[1]))\n)\n\n# More preprocessing: create the reverse mapping to simplify lookup\nreverse_mapping = {v: k for k, v in morse_direct_mapping.items()}\nreverse_mapping[\"\"] = \"\"  # Represent the \"root\" node with an empty string\n\n# Construct the prefix tree from the sorted mapping\nG = nx.DiGraph()\nfor node, char in morse_mapping_sorted.items():\n    pred = char[:-1]\n    # Store the dot/dash relating the two letters as an edge attribute \"char\"\n    G.add_edge(reverse_mapping[pred], node, char=char[-1])\n\n# For visualization purposes, layout the nodes in topological order\nfor i, layer in enumerate(nx.topological_generations(G)):\n    for n in layer:\n        G.nodes[n][\"layer\"] = i\npos = nx.multipartite_layout(G, subset_key=\"layer\", align=\"horizontal\")\n# Flip the layout so the root node is on top\nfor k in pos:\n    pos[k][-1] *= -1\n\n# Visualize the trie\nnx.draw(G, pos=pos, with_labels=True)\nelabels = {(u, v): l for u, v, l in G.edges(data=\"char\")}\nnx.draw_networkx_edge_labels(G, pos, edge_labels=elabels)\n\n# A letter can be encoded by following the path from the given letter (node) to\n# the root node\ndef morse_encode(letter):\n    pred = next(G.predecessors(letter))  # Each letter has only 1 predecessor\n    symbol = G[pred][letter][\"char\"]\n    if pred != \"\":\n        return morse_encode(pred) + symbol  # Traversing the trie in reverse\n    return symbol\n\n\n# Verify that the trie encoding is correct\nimport string\n\nfor letter in string.ascii_lowercase:\n    assert morse_encode(letter) == morse_direct_mapping[letter]\n\nprint(\" \".join([morse_encode(ltr) for ltr in \"ilovenetworkx\"]))"
+        "import networkx as nx\n\n# Unicode characters to represent the dots/dashes (or dits/dahs) of Morse code\ndot = \"\u2022\"\ndash = \"\u2014\"\n\n# Start with the direct mapping of letter -> code\nmorse_direct_mapping = {\n    \"a\": dot + dash,\n    \"b\": dash + dot * 3,\n    \"c\": dash + dot + dash + dot,\n    \"d\": dash + dot * 2,\n    \"e\": dot,\n    \"f\": dot * 2 + dash + dot,\n    \"g\": dash * 2 + dot,\n    \"h\": dot * 4,\n    \"i\": dot * 2,\n    \"j\": dot + dash * 3,\n    \"k\": dash + dot + dash,\n    \"l\": dot + dash + dot * 2,\n    \"m\": dash * 2,\n    \"n\": dash + dot,\n    \"o\": dash * 3,\n    \"p\": dot + dash * 2 + dot,\n    \"q\": dash * 2 + dot + dash,\n    \"r\": dot + dash + dot,\n    \"s\": dot * 3,\n    \"t\": dash,\n    \"u\": dot * 2 + dash,\n    \"v\": dot * 3 + dash,\n    \"w\": dot + dash * 2,\n    \"x\": dash + dot * 2 + dash,\n    \"y\": dash + dot + dash * 2,\n    \"z\": dash * 2 + dot * 2,\n}\n\n### Manually construct the prefix tree from this mapping\n\n# Some preprocessing: sort the original mapping by code length and character\n# value\nmorse_mapping_sorted = dict(\n    sorted(morse_direct_mapping.items(), key=lambda item: (len(item[1]), item[1]))\n)\n\n# More preprocessing: create the reverse mapping to simplify lookup\nreverse_mapping = {v: k for k, v in morse_direct_mapping.items()}\nreverse_mapping[\"\"] = \"\"  # Represent the \"root\" node with an empty string\n\n# Construct the prefix tree from the sorted mapping\nG = nx.DiGraph()\nfor node, char in morse_mapping_sorted.items():\n    pred = char[:-1]\n    # Store the dot/dash relating the two letters as an edge attribute \"char\"\n    G.add_edge(reverse_mapping[pred], node, char=char[-1])\n\n# For visualization purposes, layout the nodes in topological order\nfor i, layer in enumerate(nx.topological_generations(G)):\n    for n in layer:\n        G.nodes[n][\"layer\"] = i\npos = nx.multipartite_layout(G, subset_key=\"layer\", align=\"horizontal\")\n# Flip the layout so the root node is on top\nfor k in pos:\n    pos[k][-1] *= -1\n\n# Visualize the trie\nnx.draw(G, pos=pos, with_labels=True)\nelabels = {(u, v): l for u, v, l in G.edges(data=\"char\")}\nnx.draw_networkx_edge_labels(G, pos, edge_labels=elabels)\n\n\n# A letter can be encoded by following the path from the given letter (node) to\n# the root node\ndef morse_encode(letter):\n    pred = next(G.predecessors(letter))  # Each letter has only 1 predecessor\n    symbol = G[pred][letter][\"char\"]\n    if pred != \"\":\n        return morse_encode(pred) + symbol  # Traversing the trie in reverse\n    return symbol\n\n\n# Verify that the trie encoding is correct\nimport string\n\nfor letter in string.ascii_lowercase:\n    assert morse_encode(letter) == morse_direct_mapping[letter]\n\nprint(\" \".join([morse_encode(ltr) for ltr in \"ilovenetworkx\"]))"
       ]
     }
   ],
diff --git a/_downloads/3adca49f1b673454c4138bf3eea6d2c5/plot_blockmodel.ipynb b/_downloads/3adca49f1b673454c4138bf3eea6d2c5/plot_blockmodel.ipynb
index ccc5304d..662a0c48 100644
--- a/_downloads/3adca49f1b673454c4138bf3eea6d2c5/plot_blockmodel.ipynb
+++ b/_downloads/3adca49f1b673454c4138bf3eea6d2c5/plot_blockmodel.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "from collections import defaultdict\n\nimport matplotlib.pyplot as plt\nimport networkx as nx\nimport numpy as np\nfrom scipy.cluster import hierarchy\nfrom scipy.spatial import distance\n\n\ndef create_hc(G):\n    \"\"\"Creates hierarchical cluster of graph G from distance matrix\"\"\"\n    path_length = nx.all_pairs_shortest_path_length(G)\n    distances = np.zeros((len(G), len(G)))\n    for u, p in path_length:\n        for v, d in p.items():\n            distances[u][v] = d\n    # Create hierarchical cluster\n    Y = distance.squareform(distances)\n    Z = hierarchy.complete(Y)  # Creates HC using farthest point linkage\n    # This partition selection is arbitrary, for illustrive purposes\n    membership = list(hierarchy.fcluster(Z, t=1.15))\n    # Create collection of lists for blockmodel\n    partition = defaultdict(list)\n    for n, p in zip(list(range(len(G))), membership):\n        partition[p].append(n)\n    return list(partition.values())\n\n\nG = nx.read_edgelist(\"hartford_drug.edgelist\")\n\n# Extract largest connected component into graph H\nH = G.subgraph(next(nx.connected_components(G)))\n# Makes life easier to have consecutively labeled integer nodes\nH = nx.convert_node_labels_to_integers(H)\n# Create parititions with hierarchical clustering\npartitions = create_hc(H)\n# Build blockmodel graph\nBM = nx.quotient_graph(H, partitions, relabel=True)\n\n# Draw original graph\npos = nx.spring_layout(H, iterations=100, seed=83)  # Seed for reproducibility\nplt.subplot(211)\nnx.draw(H, pos, with_labels=False, node_size=10)\n\n# Draw block model with weighted edges and nodes sized by number of internal nodes\nnode_size = [BM.nodes[x][\"nnodes\"] * 10 for x in BM.nodes()]\nedge_width = [(2 * d[\"weight\"]) for (u, v, d) in BM.edges(data=True)]\n# Set positions to mean of positions of internal nodes from original graph\nposBM = {}\nfor n in BM:\n    xy = np.array([pos[u] for u in BM.nodes[n][\"graph\"]])\n    posBM[n] = xy.mean(axis=0)\nplt.subplot(212)\nnx.draw(BM, posBM, node_size=node_size, width=edge_width, with_labels=False)\nplt.axis(\"off\")\nplt.show()"
+        "from collections import defaultdict\n\nimport matplotlib.pyplot as plt\nimport networkx as nx\nimport numpy as np\nfrom scipy.cluster import hierarchy\nfrom scipy.spatial import distance\n\n\ndef create_hc(G):\n    \"\"\"Creates hierarchical cluster of graph G from distance matrix\"\"\"\n    path_length = nx.all_pairs_shortest_path_length(G)\n    distances = np.zeros((len(G), len(G)))\n    for u, p in path_length:\n        for v, d in p.items():\n            distances[u][v] = d\n    # Create hierarchical cluster\n    Y = distance.squareform(distances)\n    Z = hierarchy.complete(Y)  # Creates HC using farthest point linkage\n    # This partition selection is arbitrary, for illustrive purposes\n    membership = list(hierarchy.fcluster(Z, t=1.15))\n    # Create collection of lists for blockmodel\n    partition = defaultdict(list)\n    for n, p in zip(list(range(len(G))), membership):\n        partition[p].append(n)\n    return list(partition.values())\n\n\nG = nx.read_edgelist(\"hartford_drug.edgelist\")\n\n# Extract largest connected component into graph H\nH = G.subgraph(next(nx.connected_components(G)))\n# Makes life easier to have consecutively labeled integer nodes\nH = nx.convert_node_labels_to_integers(H)\n# Create partitions with hierarchical clustering\npartitions = create_hc(H)\n# Build blockmodel graph\nBM = nx.quotient_graph(H, partitions, relabel=True)\n\n# Draw original graph\npos = nx.spring_layout(H, iterations=100, seed=83)  # Seed for reproducibility\nplt.subplot(211)\nnx.draw(H, pos, with_labels=False, node_size=10)\n\n# Draw block model with weighted edges and nodes sized by number of internal nodes\nnode_size = [BM.nodes[x][\"nnodes\"] * 10 for x in BM.nodes()]\nedge_width = [(2 * d[\"weight\"]) for (u, v, d) in BM.edges(data=True)]\n# Set positions to mean of positions of internal nodes from original graph\nposBM = {}\nfor n in BM:\n    xy = np.array([pos[u] for u in BM.nodes[n][\"graph\"]])\n    posBM[n] = xy.mean(axis=0)\nplt.subplot(212)\nnx.draw(BM, posBM, node_size=node_size, width=edge_width, with_labels=False)\nplt.axis(\"off\")\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/461dfe5db4853b4fe245b7ec677c3f2e/plot_words.ipynb b/_downloads/461dfe5db4853b4fe245b7ec677c3f2e/plot_words.ipynb
index afd359ae..b6378e48 100644
--- a/_downloads/461dfe5db4853b4fe245b7ec677c3f2e/plot_words.ipynb
+++ b/_downloads/461dfe5db4853b4fe245b7ec677c3f2e/plot_words.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import gzip\nfrom string import ascii_lowercase as lowercase\n\nimport matplotlib.pyplot as plt\nimport networkx as nx\n\n\ndef generate_graph(words):\n    G = nx.Graph(name=\"words\")\n    lookup = {c: lowercase.index(c) for c in lowercase}\n\n    def edit_distance_one(word):\n        for i in range(len(word)):\n            left, c, right = word[0:i], word[i], word[i + 1 :]\n            j = lookup[c]  # lowercase.index(c)\n            for cc in lowercase[j + 1 :]:\n                yield left + cc + right\n\n    candgen = (\n        (word, cand)\n        for word in sorted(words)\n        for cand in edit_distance_one(word)\n        if cand in words\n    )\n    G.add_nodes_from(words)\n    for word, cand in candgen:\n        G.add_edge(word, cand)\n    return G\n\n\ndef words_graph():\n    \"\"\"Return the words example graph from the Stanford GraphBase\"\"\"\n    fh = gzip.open(\"words_dat.txt.gz\", \"r\")\n    words = set()\n    for line in fh.readlines():\n        line = line.decode()\n        if line.startswith(\"*\"):\n            continue\n        w = str(line[0:5])\n        words.add(w)\n    return generate_graph(words)\n\n\nG = words_graph()\nprint(\"Loaded words_dat.txt containing 5757 five-letter English words.\")\nprint(\"Two words are connected if they differ in one letter.\")\nprint(G)\nprint(f\"{nx.number_connected_components(G)} connected components\")\n\nfor (source, target) in [(\"chaos\", \"order\"), (\"nodes\", \"graph\"), (\"pound\", \"marks\")]:\n    print(f\"Shortest path between {source} and {target} is\")\n    try:\n        shortest_path = nx.shortest_path(G, source, target)\n        for n in shortest_path:\n            print(n)\n    except nx.NetworkXNoPath:\n        print(\"None\")\n\n\n# draw a subset of the graph\nboundary = list(nx.node_boundary(G, shortest_path))\nG.add_nodes_from(shortest_path, color=\"red\")\nG.add_nodes_from(boundary, color=\"blue\")\nH = G.subgraph(shortest_path + boundary)\ncolors = nx.get_node_attributes(H, \"color\")\noptions = {\"node_size\": 1500, \"alpha\": 0.3, \"node_color\": colors.values()}\npos = nx.kamada_kawai_layout(H)\nnx.draw(H, pos, **options)\nnx.draw_networkx_labels(H, pos, font_weight=\"bold\")\nplt.show()"
+        "import gzip\nfrom string import ascii_lowercase as lowercase\n\nimport matplotlib.pyplot as plt\nimport networkx as nx\n\n\ndef generate_graph(words):\n    G = nx.Graph(name=\"words\")\n    lookup = {c: lowercase.index(c) for c in lowercase}\n\n    def edit_distance_one(word):\n        for i in range(len(word)):\n            left, c, right = word[0:i], word[i], word[i + 1 :]\n            j = lookup[c]  # lowercase.index(c)\n            for cc in lowercase[j + 1 :]:\n                yield left + cc + right\n\n    candgen = (\n        (word, cand)\n        for word in sorted(words)\n        for cand in edit_distance_one(word)\n        if cand in words\n    )\n    G.add_nodes_from(words)\n    for word, cand in candgen:\n        G.add_edge(word, cand)\n    return G\n\n\ndef words_graph():\n    \"\"\"Return the words example graph from the Stanford GraphBase\"\"\"\n    fh = gzip.open(\"words_dat.txt.gz\", \"r\")\n    words = set()\n    for line in fh.readlines():\n        line = line.decode()\n        if line.startswith(\"*\"):\n            continue\n        w = str(line[0:5])\n        words.add(w)\n    return generate_graph(words)\n\n\nG = words_graph()\nprint(\"Loaded words_dat.txt containing 5757 five-letter English words.\")\nprint(\"Two words are connected if they differ in one letter.\")\nprint(G)\nprint(f\"{nx.number_connected_components(G)} connected components\")\n\nfor source, target in [(\"chaos\", \"order\"), (\"nodes\", \"graph\"), (\"pound\", \"marks\")]:\n    print(f\"Shortest path between {source} and {target} is\")\n    try:\n        shortest_path = nx.shortest_path(G, source, target)\n        for n in shortest_path:\n            print(n)\n    except nx.NetworkXNoPath:\n        print(\"None\")\n\n\n# draw a subset of the graph\nboundary = list(nx.node_boundary(G, shortest_path))\nG.add_nodes_from(shortest_path, color=\"red\")\nG.add_nodes_from(boundary, color=\"blue\")\nH = G.subgraph(shortest_path + boundary)\ncolors = nx.get_node_attributes(H, \"color\")\noptions = {\"node_size\": 1500, \"alpha\": 0.3, \"node_color\": colors.values()}\npos = nx.kamada_kawai_layout(H)\nnx.draw(H, pos, **options)\nnx.draw_networkx_labels(H, pos, font_weight=\"bold\")\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/4aba8bc455260708046bf8ed7dcf62c6/plot_unix_email.ipynb b/_downloads/4aba8bc455260708046bf8ed7dcf62c6/plot_unix_email.ipynb
index c065eb9f..677764b9 100644
--- a/_downloads/4aba8bc455260708046bf8ed7dcf62c6/plot_unix_email.ipynb
+++ b/_downloads/4aba8bc455260708046bf8ed7dcf62c6/plot_unix_email.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "from email.utils import getaddresses, parseaddr\nimport mailbox\n\nimport matplotlib.pyplot as plt\nimport networkx as nx\n\n# unix mailbox recipe\n# see https://docs.python.org/3/library/mailbox.html\n\n\ndef mbox_graph():\n    mbox = mailbox.mbox(\"unix_email.mbox\")  # parse unix mailbox\n\n    G = nx.MultiDiGraph()  # create empty graph\n\n    # parse each messages and build graph\n    for msg in mbox:  # msg is python email.Message.Message object\n        (source_name, source_addr) = parseaddr(msg[\"From\"])  # sender\n        # get all recipients\n        # see https://docs.python.org/3/library/email.html\n        tos = msg.get_all(\"to\", [])\n        ccs = msg.get_all(\"cc\", [])\n        resent_tos = msg.get_all(\"resent-to\", [])\n        resent_ccs = msg.get_all(\"resent-cc\", [])\n        all_recipients = getaddresses(tos + ccs + resent_tos + resent_ccs)\n        # now add the edges for this mail message\n        for (target_name, target_addr) in all_recipients:\n            G.add_edge(source_addr, target_addr, message=msg)\n\n    return G\n\n\nG = mbox_graph()\n\n# print edges with message subject\nfor (u, v, d) in G.edges(data=True):\n    print(f\"From: {u} To: {v} Subject: {d['message']['Subject']}\")\n\npos = nx.spring_layout(G, iterations=10, seed=227)\nnx.draw(G, pos, node_size=0, alpha=0.4, edge_color=\"r\", font_size=16, with_labels=True)\nax = plt.gca()\nax.margins(0.08)\nplt.show()"
+        "from email.utils import getaddresses, parseaddr\nimport mailbox\n\nimport matplotlib.pyplot as plt\nimport networkx as nx\n\n# unix mailbox recipe\n# see https://docs.python.org/3/library/mailbox.html\n\n\ndef mbox_graph():\n    mbox = mailbox.mbox(\"unix_email.mbox\")  # parse unix mailbox\n\n    G = nx.MultiDiGraph()  # create empty graph\n\n    # parse each messages and build graph\n    for msg in mbox:  # msg is python email.Message.Message object\n        (source_name, source_addr) = parseaddr(msg[\"From\"])  # sender\n        # get all recipients\n        # see https://docs.python.org/3/library/email.html\n        tos = msg.get_all(\"to\", [])\n        ccs = msg.get_all(\"cc\", [])\n        resent_tos = msg.get_all(\"resent-to\", [])\n        resent_ccs = msg.get_all(\"resent-cc\", [])\n        all_recipients = getaddresses(tos + ccs + resent_tos + resent_ccs)\n        # now add the edges for this mail message\n        for target_name, target_addr in all_recipients:\n            G.add_edge(source_addr, target_addr, message=msg)\n\n    return G\n\n\nG = mbox_graph()\n\n# print edges with message subject\nfor u, v, d in G.edges(data=True):\n    print(f\"From: {u} To: {v} Subject: {d['message']['Subject']}\")\n\npos = nx.spring_layout(G, iterations=10, seed=227)\nnx.draw(G, pos, node_size=0, alpha=0.4, edge_color=\"r\", font_size=16, with_labels=True)\nax = plt.gca()\nax.margins(0.08)\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/60379a4283563d425090aaae07ab115a/plot_morse_trie.py b/_downloads/60379a4283563d425090aaae07ab115a/plot_morse_trie.py
index 88b424ce..22c1b998 100644
--- a/_downloads/60379a4283563d425090aaae07ab115a/plot_morse_trie.py
+++ b/_downloads/60379a4283563d425090aaae07ab115a/plot_morse_trie.py
@@ -77,6 +77,7 @@ nx.draw(G, pos=pos, with_labels=True)
 elabels = {(u, v): l for u, v, l in G.edges(data="char")}
 nx.draw_networkx_edge_labels(G, pos, edge_labels=elabels)
 
+
 # A letter can be encoded by following the path from the given letter (node) to
 # the root node
 def morse_encode(letter):
diff --git a/_downloads/6a1e333663010969e61d07b33c7845f0/plot_davis_club.py b/_downloads/6a1e333663010969e61d07b33c7845f0/plot_davis_club.py
index 517d5238..0029d55c 100644
--- a/_downloads/6a1e333663010969e61d07b33c7845f0/plot_davis_club.py
+++ b/_downloads/6a1e333663010969e61d07b33c7845f0/plot_davis_club.py
@@ -14,7 +14,7 @@ The graph is bipartite (clubs, women).
 """
 import matplotlib.pyplot as plt
 import networkx as nx
-import networkx.algorithms.bipartite as bipartite
+from networkx.algorithms import bipartite
 
 G = nx.davis_southern_women_graph()
 women = G.graph["top"]
diff --git a/_downloads/6cb4bf689cf53c849bce13cbab13eaec/plot_multipartite_graph.py b/_downloads/6cb4bf689cf53c849bce13cbab13eaec/plot_multipartite_graph.py
index 15c4d82c..a941bddc 100644
--- a/_downloads/6cb4bf689cf53c849bce13cbab13eaec/plot_multipartite_graph.py
+++ b/_downloads/6cb4bf689cf53c849bce13cbab13eaec/plot_multipartite_graph.py
@@ -25,7 +25,7 @@ def multilayered_graph(*subset_sizes):
     extents = nx.utils.pairwise(itertools.accumulate((0,) + subset_sizes))
     layers = [range(start, end) for start, end in extents]
     G = nx.Graph()
-    for (i, layer) in enumerate(layers):
+    for i, layer in enumerate(layers):
         G.add_nodes_from(layer, layer=i)
     for layer1, layer2 in nx.utils.pairwise(layers):
         G.add_edges_from(itertools.product(layer1, layer2))
diff --git a/_downloads/6e2f41828cdc6170bb3c4517097bdfc8/plot_snap.ipynb b/_downloads/6e2f41828cdc6170bb3c4517097bdfc8/plot_snap.ipynb
index acb22f24..6c615e71 100644
--- a/_downloads/6e2f41828cdc6170bb3c4517097bdfc8/plot_snap.ipynb
+++ b/_downloads/6e2f41828cdc6170bb3c4517097bdfc8/plot_snap.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import networkx as nx\nimport matplotlib.pyplot as plt\n\n\nnodes = {\n    \"A\": dict(color=\"Red\"),\n    \"B\": dict(color=\"Red\"),\n    \"C\": dict(color=\"Red\"),\n    \"D\": dict(color=\"Red\"),\n    \"E\": dict(color=\"Blue\"),\n    \"F\": dict(color=\"Blue\"),\n    \"G\": dict(color=\"Blue\"),\n    \"H\": dict(color=\"Blue\"),\n    \"I\": dict(color=\"Yellow\"),\n    \"J\": dict(color=\"Yellow\"),\n    \"K\": dict(color=\"Yellow\"),\n    \"L\": dict(color=\"Yellow\"),\n}\nedges = [\n    (\"A\", \"B\", \"Strong\"),\n    (\"A\", \"C\", \"Weak\"),\n    (\"A\", \"E\", \"Strong\"),\n    (\"A\", \"I\", \"Weak\"),\n    (\"B\", \"D\", \"Weak\"),\n    (\"B\", \"J\", \"Weak\"),\n    (\"B\", \"F\", \"Strong\"),\n    (\"C\", \"G\", \"Weak\"),\n    (\"D\", \"H\", \"Weak\"),\n    (\"I\", \"J\", \"Strong\"),\n    (\"J\", \"K\", \"Strong\"),\n    (\"I\", \"L\", \"Strong\"),\n]\noriginal_graph = nx.Graph()\noriginal_graph.add_nodes_from(n for n in nodes.items())\noriginal_graph.add_edges_from((u, v, {\"type\": label}) for u, v, label in edges)\n\n\nplt.suptitle(\"SNAP Summarization\")\n\nbase_options = dict(with_labels=True, edgecolors=\"black\", node_size=500)\n\nax1 = plt.subplot(1, 2, 1)\nplt.title(\n    \"Original (%s nodes, %s edges)\"\n    % (original_graph.number_of_nodes(), original_graph.number_of_edges())\n)\npos = nx.spring_layout(original_graph, seed=7482934)\nnode_colors = [d[\"color\"] for _, d in original_graph.nodes(data=True)]\n\nedge_type_visual_weight_lookup = {\"Weak\": 1.0, \"Strong\": 3.0}\nedge_weights = [\n    edge_type_visual_weight_lookup[d[\"type\"]]\n    for _, _, d in original_graph.edges(data=True)\n]\n\nnx.draw_networkx(\n    original_graph, pos=pos, node_color=node_colors, width=edge_weights, **base_options\n)\n\nnode_attributes = (\"color\",)\nedge_attributes = (\"type\",)\nsummary_graph = nx.snap_aggregation(\n    original_graph, node_attributes, edge_attributes, prefix=\"S-\"\n)\n\nplt.subplot(1, 2, 2)\n\nplt.title(\n    \"SNAP Aggregation (%s nodes, %s edges)\"\n    % (summary_graph.number_of_nodes(), summary_graph.number_of_edges())\n)\nsummary_pos = nx.spring_layout(summary_graph, seed=8375428)\nnode_colors = []\nfor node in summary_graph:\n    color = summary_graph.nodes[node][\"color\"]\n    node_colors.append(color)\n\nedge_weights = []\nfor edge in summary_graph.edges():\n    edge_types = summary_graph.get_edge_data(*edge)[\"types\"]\n    edge_weight = 0.0\n    for edge_type in edge_types:\n        edge_weight += edge_type_visual_weight_lookup[edge_type[\"type\"]]\n    edge_weights.append(edge_weight)\n\nnx.draw_networkx(\n    summary_graph,\n    pos=summary_pos,\n    node_color=node_colors,\n    width=edge_weights,\n    **base_options\n)\n\nplt.tight_layout()\nplt.show()"
+        "import networkx as nx\nimport matplotlib.pyplot as plt\n\n\nnodes = {\n    \"A\": {\"color\": \"Red\"},\n    \"B\": {\"color\": \"Red\"},\n    \"C\": {\"color\": \"Red\"},\n    \"D\": {\"color\": \"Red\"},\n    \"E\": {\"color\": \"Blue\"},\n    \"F\": {\"color\": \"Blue\"},\n    \"G\": {\"color\": \"Blue\"},\n    \"H\": {\"color\": \"Blue\"},\n    \"I\": {\"color\": \"Yellow\"},\n    \"J\": {\"color\": \"Yellow\"},\n    \"K\": {\"color\": \"Yellow\"},\n    \"L\": {\"color\": \"Yellow\"},\n}\nedges = [\n    (\"A\", \"B\", \"Strong\"),\n    (\"A\", \"C\", \"Weak\"),\n    (\"A\", \"E\", \"Strong\"),\n    (\"A\", \"I\", \"Weak\"),\n    (\"B\", \"D\", \"Weak\"),\n    (\"B\", \"J\", \"Weak\"),\n    (\"B\", \"F\", \"Strong\"),\n    (\"C\", \"G\", \"Weak\"),\n    (\"D\", \"H\", \"Weak\"),\n    (\"I\", \"J\", \"Strong\"),\n    (\"J\", \"K\", \"Strong\"),\n    (\"I\", \"L\", \"Strong\"),\n]\noriginal_graph = nx.Graph()\noriginal_graph.add_nodes_from(n for n in nodes.items())\noriginal_graph.add_edges_from((u, v, {\"type\": label}) for u, v, label in edges)\n\n\nplt.suptitle(\"SNAP Summarization\")\n\nbase_options = {\"with_labels\": True, \"edgecolors\": \"black\", \"node_size\": 500}\n\nax1 = plt.subplot(1, 2, 1)\nplt.title(\n    \"Original (%s nodes, %s edges)\"\n    % (original_graph.number_of_nodes(), original_graph.number_of_edges())\n)\npos = nx.spring_layout(original_graph, seed=7482934)\nnode_colors = [d[\"color\"] for _, d in original_graph.nodes(data=True)]\n\nedge_type_visual_weight_lookup = {\"Weak\": 1.0, \"Strong\": 3.0}\nedge_weights = [\n    edge_type_visual_weight_lookup[d[\"type\"]]\n    for _, _, d in original_graph.edges(data=True)\n]\n\nnx.draw_networkx(\n    original_graph, pos=pos, node_color=node_colors, width=edge_weights, **base_options\n)\n\nnode_attributes = (\"color\",)\nedge_attributes = (\"type\",)\nsummary_graph = nx.snap_aggregation(\n    original_graph, node_attributes, edge_attributes, prefix=\"S-\"\n)\n\nplt.subplot(1, 2, 2)\n\nplt.title(\n    \"SNAP Aggregation (%s nodes, %s edges)\"\n    % (summary_graph.number_of_nodes(), summary_graph.number_of_edges())\n)\nsummary_pos = nx.spring_layout(summary_graph, seed=8375428)\nnode_colors = []\nfor node in summary_graph:\n    color = summary_graph.nodes[node][\"color\"]\n    node_colors.append(color)\n\nedge_weights = []\nfor edge in summary_graph.edges():\n    edge_types = summary_graph.get_edge_data(*edge)[\"types\"]\n    edge_weight = 0.0\n    for edge_type in edge_types:\n        edge_weight += edge_type_visual_weight_lookup[edge_type[\"type\"]]\n    edge_weights.append(edge_weight)\n\nnx.draw_networkx(\n    summary_graph,\n    pos=summary_pos,\n    node_color=node_colors,\n    width=edge_weights,\n    **base_options\n)\n\nplt.tight_layout()\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
index 002f0683..1674ae5b 100644
--- a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
+++ b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
diff --git a/_downloads/73da379af64659b61cf9760ce786a7d4/plot_betweenness_centrality.ipynb b/_downloads/73da379af64659b61cf9760ce786a7d4/plot_betweenness_centrality.ipynb
index ed2bde3b..d7bc471f 100644
--- a/_downloads/73da379af64659b61cf9760ce786a7d4/plot_betweenness_centrality.ipynb
+++ b/_downloads/73da379af64659b61cf9760ce786a7d4/plot_betweenness_centrality.ipynb
@@ -15,7 +15,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n# Betweeness Centrality\n\nBetweenness centrality measures of positive gene functional associations\nusing WormNet v.3-GS.\n\nData from: https://www.inetbio.org/wormnet/downloadnetwork.php\n"
+        "\n# Betweenness Centrality\n\nBetweenness centrality measures of positive gene functional associations\nusing WormNet v.3-GS.\n\nData from: https://www.inetbio.org/wormnet/downloadnetwork.php\n"
       ]
     },
     {
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "from random import sample\nimport networkx as nx\nimport matplotlib.pyplot as plt\n\n# Gold standard data of positive gene functional associations\n# from https://www.inetbio.org/wormnet/downloadnetwork.php\nG = nx.read_edgelist(\"WormNet.v3.benchmark.txt\")\n\n# remove randomly selected nodes (to make example fast)\nnum_to_remove = int(len(G) / 1.5)\nnodes = sample(list(G.nodes), num_to_remove)\nG.remove_nodes_from(nodes)\n\n# remove low-degree nodes\nlow_degree = [n for n, d in G.degree() if d < 10]\nG.remove_nodes_from(low_degree)\n\n# largest connected component\ncomponents = nx.connected_components(G)\nlargest_component = max(components, key=len)\nH = G.subgraph(largest_component)\n\n# compute centrality\ncentrality = nx.betweenness_centrality(H, k=10, endpoints=True)\n\n# compute community structure\nlpc = nx.community.label_propagation_communities(H)\ncommunity_index = {n: i for i, com in enumerate(lpc) for n in com}\n\n#### draw graph ####\nfig, ax = plt.subplots(figsize=(20, 15))\npos = nx.spring_layout(H, k=0.15, seed=4572321)\nnode_color = [community_index[n] for n in H]\nnode_size = [v * 20000 for v in centrality.values()]\nnx.draw_networkx(\n    H,\n    pos=pos,\n    with_labels=False,\n    node_color=node_color,\n    node_size=node_size,\n    edge_color=\"gainsboro\",\n    alpha=0.4,\n)\n\n# Title/legend\nfont = {\"color\": \"k\", \"fontweight\": \"bold\", \"fontsize\": 20}\nax.set_title(\"Gene functional association network (C. elegans)\", font)\n# Change font color for legend\nfont[\"color\"] = \"r\"\n\nax.text(\n    0.80,\n    0.10,\n    \"node color = community structure\",\n    horizontalalignment=\"center\",\n    transform=ax.transAxes,\n    fontdict=font,\n)\nax.text(\n    0.80,\n    0.06,\n    \"node size = betweeness centrality\",\n    horizontalalignment=\"center\",\n    transform=ax.transAxes,\n    fontdict=font,\n)\n\n# Resize figure for label readibility\nax.margins(0.1, 0.05)\nfig.tight_layout()\nplt.axis(\"off\")\nplt.show()"
+        "from random import sample\nimport networkx as nx\nimport matplotlib.pyplot as plt\n\n# Gold standard data of positive gene functional associations\n# from https://www.inetbio.org/wormnet/downloadnetwork.php\nG = nx.read_edgelist(\"WormNet.v3.benchmark.txt\")\n\n# remove randomly selected nodes (to make example fast)\nnum_to_remove = int(len(G) / 1.5)\nnodes = sample(list(G.nodes), num_to_remove)\nG.remove_nodes_from(nodes)\n\n# remove low-degree nodes\nlow_degree = [n for n, d in G.degree() if d < 10]\nG.remove_nodes_from(low_degree)\n\n# largest connected component\ncomponents = nx.connected_components(G)\nlargest_component = max(components, key=len)\nH = G.subgraph(largest_component)\n\n# compute centrality\ncentrality = nx.betweenness_centrality(H, k=10, endpoints=True)\n\n# compute community structure\nlpc = nx.community.label_propagation_communities(H)\ncommunity_index = {n: i for i, com in enumerate(lpc) for n in com}\n\n#### draw graph ####\nfig, ax = plt.subplots(figsize=(20, 15))\npos = nx.spring_layout(H, k=0.15, seed=4572321)\nnode_color = [community_index[n] for n in H]\nnode_size = [v * 20000 for v in centrality.values()]\nnx.draw_networkx(\n    H,\n    pos=pos,\n    with_labels=False,\n    node_color=node_color,\n    node_size=node_size,\n    edge_color=\"gainsboro\",\n    alpha=0.4,\n)\n\n# Title/legend\nfont = {\"color\": \"k\", \"fontweight\": \"bold\", \"fontsize\": 20}\nax.set_title(\"Gene functional association network (C. elegans)\", font)\n# Change font color for legend\nfont[\"color\"] = \"r\"\n\nax.text(\n    0.80,\n    0.10,\n    \"node color = community structure\",\n    horizontalalignment=\"center\",\n    transform=ax.transAxes,\n    fontdict=font,\n)\nax.text(\n    0.80,\n    0.06,\n    \"node size = betweenness centrality\",\n    horizontalalignment=\"center\",\n    transform=ax.transAxes,\n    fontdict=font,\n)\n\n# Resize figure for label readability\nax.margins(0.1, 0.05)\nfig.tight_layout()\nplt.axis(\"off\")\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/75057ffc857a59555c9505a02935679d/plot_degree_sequence.ipynb b/_downloads/75057ffc857a59555c9505a02935679d/plot_degree_sequence.ipynb
index 34925332..78d5a5a4 100644
--- a/_downloads/75057ffc857a59555c9505a02935679d/plot_degree_sequence.ipynb
+++ b/_downloads/75057ffc857a59555c9505a02935679d/plot_degree_sequence.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import matplotlib.pyplot as plt\nimport networkx as nx\n\n# Specify seed for reproducibility\nseed = 668273\n\nz = [5, 3, 3, 3, 3, 2, 2, 2, 1, 1, 1]\nprint(nx.is_graphical(z))\n\nprint(\"Configuration model\")\nG = nx.configuration_model(z, seed=seed)  # configuration model, seed for reproduciblity\ndegree_sequence = [d for n, d in G.degree()]  # degree sequence\nprint(f\"Degree sequence {degree_sequence}\")\nprint(\"Degree histogram\")\nhist = {}\nfor d in degree_sequence:\n    if d in hist:\n        hist[d] += 1\n    else:\n        hist[d] = 1\nprint(\"degree #nodes\")\nfor d in hist:\n    print(f\"{d:4} {hist[d]:6}\")\n\npos = nx.spring_layout(G, seed=seed)  # Seed layout for reproducibility\nnx.draw(G, pos=pos)\nplt.show()"
+        "import matplotlib.pyplot as plt\nimport networkx as nx\n\n# Specify seed for reproducibility\nseed = 668273\n\nz = [5, 3, 3, 3, 3, 2, 2, 2, 1, 1, 1]\nprint(nx.is_graphical(z))\n\nprint(\"Configuration model\")\nG = nx.configuration_model(\n    z, seed=seed\n)  # configuration model, seed for reproducibility\ndegree_sequence = [d for n, d in G.degree()]  # degree sequence\nprint(f\"Degree sequence {degree_sequence}\")\nprint(\"Degree histogram\")\nhist = {}\nfor d in degree_sequence:\n    if d in hist:\n        hist[d] += 1\n    else:\n        hist[d] = 1\nprint(\"degree #nodes\")\nfor d in hist:\n    print(f\"{d:4} {hist[d]:6}\")\n\npos = nx.spring_layout(G, seed=seed)  # Seed layout for reproducibility\nnx.draw(G, pos=pos)\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/795910d260da8b0e1d747500a0b724d6/plot_davis_club.ipynb b/_downloads/795910d260da8b0e1d747500a0b724d6/plot_davis_club.ipynb
index 6bba3cca..5a4bc4b0 100644
--- a/_downloads/795910d260da8b0e1d747500a0b724d6/plot_davis_club.ipynb
+++ b/_downloads/795910d260da8b0e1d747500a0b724d6/plot_davis_club.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import matplotlib.pyplot as plt\nimport networkx as nx\nimport networkx.algorithms.bipartite as bipartite\n\nG = nx.davis_southern_women_graph()\nwomen = G.graph[\"top\"]\nclubs = G.graph[\"bottom\"]\n\nprint(\"Biadjacency matrix\")\nprint(bipartite.biadjacency_matrix(G, women, clubs))\n\n# project bipartite graph onto women nodes\nW = bipartite.projected_graph(G, women)\nprint()\nprint(\"#Friends, Member\")\nfor w in women:\n    print(f\"{W.degree(w)} {w}\")\n\n# project bipartite graph onto women nodes keeping number of co-occurence\n# the degree computed is weighted and counts the total number of shared contacts\nW = bipartite.weighted_projected_graph(G, women)\nprint()\nprint(\"#Friend meetings, Member\")\nfor w in women:\n    print(f\"{W.degree(w, weight='weight')} {w}\")\n\npos = nx.spring_layout(G, seed=648)  # Seed layout for reproducible node positions\nnx.draw(G, pos)\nplt.show()"
+        "import matplotlib.pyplot as plt\nimport networkx as nx\nfrom networkx.algorithms import bipartite\n\nG = nx.davis_southern_women_graph()\nwomen = G.graph[\"top\"]\nclubs = G.graph[\"bottom\"]\n\nprint(\"Biadjacency matrix\")\nprint(bipartite.biadjacency_matrix(G, women, clubs))\n\n# project bipartite graph onto women nodes\nW = bipartite.projected_graph(G, women)\nprint()\nprint(\"#Friends, Member\")\nfor w in women:\n    print(f\"{W.degree(w)} {w}\")\n\n# project bipartite graph onto women nodes keeping number of co-occurence\n# the degree computed is weighted and counts the total number of shared contacts\nW = bipartite.weighted_projected_graph(G, women)\nprint()\nprint(\"#Friend meetings, Member\")\nfor w in women:\n    print(f\"{W.degree(w, weight='weight')} {w}\")\n\npos = nx.spring_layout(G, seed=648)  # Seed layout for reproducible node positions\nnx.draw(G, pos)\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/868e28431bab2565b22bfbab847e1153/plot_dedensification.py b/_downloads/868e28431bab2565b22bfbab847e1153/plot_dedensification.py
index 9104d546..6fbbb687 100644
--- a/_downloads/868e28431bab2565b22bfbab847e1153/plot_dedensification.py
+++ b/_downloads/868e28431bab2565b22bfbab847e1153/plot_dedensification.py
@@ -38,7 +38,7 @@ original_graph.add_edges_from(
         ("A", "6"),
     ]
 )
-base_options = dict(with_labels=True, edgecolors="black")
+base_options = {"with_labels": True, "edgecolors": "black"}
 pos = {
     "3": (0, 1),
     "2": (0, 2),
diff --git a/_downloads/8a508c78cefb7056d5a2d2af5a610ed4/plot_maximum_independent_set.py b/_downloads/8a508c78cefb7056d5a2d2af5a610ed4/plot_maximum_independent_set.py
new file mode 100644
index 00000000..670edf96
--- /dev/null
+++ b/_downloads/8a508c78cefb7056d5a2d2af5a610ed4/plot_maximum_independent_set.py
@@ -0,0 +1,44 @@
+"""
+=======================
+Maximum Independent Set
+=======================
+
+An independent set is a set of vertices in a graph where no two vertices in the
+set are adjacent. The maximum independent set is the independent set of largest
+possible size for a given graph.
+"""
+
+import numpy as np
+import matplotlib.pyplot as plt
+import networkx as nx
+from networkx.algorithms import approximation as approx
+
+G = nx.Graph(
+    [
+        (1, 2),
+        (7, 2),
+        (3, 9),
+        (3, 2),
+        (7, 6),
+        (5, 2),
+        (1, 5),
+        (2, 8),
+        (10, 2),
+        (1, 7),
+        (6, 1),
+        (6, 9),
+        (8, 4),
+        (9, 4),
+    ]
+)
+
+I = approx.maximum_independent_set(G)
+print(f"Maximum independent set of G: {I}")
+
+pos = nx.spring_layout(G, seed=39299899)
+nx.draw(
+    G,
+    pos=pos,
+    with_labels=True,
+    node_color=["tab:red" if n in I else "tab:blue" for n in G],
+)
diff --git a/_downloads/b3018a1aab7bffbd1426574de5a8c65a/plot_betweenness_centrality.py b/_downloads/b3018a1aab7bffbd1426574de5a8c65a/plot_betweenness_centrality.py
index e8354c66..eb1fe21a 100644
--- a/_downloads/b3018a1aab7bffbd1426574de5a8c65a/plot_betweenness_centrality.py
+++ b/_downloads/b3018a1aab7bffbd1426574de5a8c65a/plot_betweenness_centrality.py
@@ -1,7 +1,7 @@
 """
-=====================
-Betweeness Centrality
-=====================
+======================
+Betweenness Centrality
+======================
 
 Betweenness centrality measures of positive gene functional associations
 using WormNet v.3-GS.
@@ -70,13 +70,13 @@ ax.text(
 ax.text(
     0.80,
     0.06,
-    "node size = betweeness centrality",
+    "node size = betweenness centrality",
     horizontalalignment="center",
     transform=ax.transAxes,
     fontdict=font,
 )
 
-# Resize figure for label readibility
+# Resize figure for label readability
 ax.margins(0.1, 0.05)
 fig.tight_layout()
 plt.axis("off")
diff --git a/_downloads/b7a826e19c8bd8bafecaae1ae69c7d1d/plot_triad_types.py b/_downloads/b7a826e19c8bd8bafecaae1ae69c7d1d/plot_triad_types.py
index eacbc6e8..a04c9303 100644
--- a/_downloads/b7a826e19c8bd8bafecaae1ae69c7d1d/plot_triad_types.py
+++ b/_downloads/b7a826e19c8bd8bafecaae1ae69c7d1d/plot_triad_types.py
@@ -57,7 +57,7 @@ for (title, triad), ax in zip(triads.items(), axes.flatten()):
         fontsize=15,
         fontweight="extra bold",
         horizontalalignment="center",
-        bbox=dict(boxstyle="square,pad=0.3", fc="none"),
+        bbox={"boxstyle": "square,pad=0.3", "fc": "none"},
     )
 fig.tight_layout()
 plt.show()
diff --git a/_downloads/d071301e92e895067d308e076bb57540/plot_knuth_miles.ipynb b/_downloads/d071301e92e895067d308e076bb57540/plot_knuth_miles.ipynb
index eeff6586..45362fcd 100644
--- a/_downloads/d071301e92e895067d308e076bb57540/plot_knuth_miles.ipynb
+++ b/_downloads/d071301e92e895067d308e076bb57540/plot_knuth_miles.ipynb
@@ -26,7 +26,7 @@
       },
       "outputs": [],
       "source": [
-        "import gzip\nimport re\n\n# Ignore any warnings related to downloading shpfiles with cartopy\nimport warnings\n\nwarnings.simplefilter(\"ignore\")\n\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport networkx as nx\n\n\ndef miles_graph():\n    \"\"\"Return the cites example graph in miles_dat.txt\n    from the Stanford GraphBase.\n    \"\"\"\n    # open file miles_dat.txt.gz (or miles_dat.txt)\n\n    fh = gzip.open(\"knuth_miles.txt.gz\", \"r\")\n\n    G = nx.Graph()\n    G.position = {}\n    G.population = {}\n\n    cities = []\n    for line in fh.readlines():\n        line = line.decode()\n        if line.startswith(\"*\"):  # skip comments\n            continue\n\n        numfind = re.compile(r\"^\\d+\")\n\n        if numfind.match(line):  # this line is distances\n            dist = line.split()\n            for d in dist:\n                G.add_edge(city, cities[i], weight=int(d))\n                i = i + 1\n        else:  # this line is a city, position, population\n            i = 1\n            (city, coordpop) = line.split(\"[\")\n            cities.insert(0, city)\n            (coord, pop) = coordpop.split(\"]\")\n            (y, x) = coord.split(\",\")\n\n            G.add_node(city)\n            # assign position - Convert string to lat/long\n            G.position[city] = (-float(x) / 100, float(y) / 100)\n            G.population[city] = float(pop) / 1000\n    return G\n\n\nG = miles_graph()\n\nprint(\"Loaded miles_dat.txt containing 128 cities.\")\nprint(G)\n\n# make new graph of cites, edge if less then 300 miles between them\nH = nx.Graph()\nfor v in G:\n    H.add_node(v)\nfor (u, v, d) in G.edges(data=True):\n    if d[\"weight\"] < 300:\n        H.add_edge(u, v)\n\n# draw with matplotlib/pylab\nfig = plt.figure(figsize=(8, 6))\n\n# nodes colored by degree sized by population\nnode_color = [float(H.degree(v)) for v in H]\n\n# Use cartopy to provide a backdrop for the visualization\ntry:\n    import cartopy.crs as ccrs\n    import cartopy.io.shapereader as shpreader\n\n    ax = fig.add_axes([0, 0, 1, 1], projection=ccrs.LambertConformal(), frameon=False)\n    ax.set_extent([-125, -66.5, 20, 50], ccrs.Geodetic())\n    # Add map of countries & US states as a backdrop\n    for shapename in (\"admin_1_states_provinces_lakes_shp\", \"admin_0_countries\"):\n        shp = shpreader.natural_earth(\n            resolution=\"110m\", category=\"cultural\", name=shapename\n        )\n        ax.add_geometries(\n            shpreader.Reader(shp).geometries(),\n            ccrs.PlateCarree(),\n            facecolor=\"none\",\n            edgecolor=\"k\",\n        )\n    # NOTE: When using cartopy, use matplotlib directly rather than nx.draw\n    # to take advantage of the cartopy transforms\n    ax.scatter(\n        *np.array([v for v in G.position.values()]).T,\n        s=[G.population[v] for v in H],\n        c=node_color,\n        transform=ccrs.PlateCarree(),\n        zorder=100  # Ensure nodes lie on top of edges/state lines\n    )\n    # Plot edges between the cities\n    for edge in H.edges():\n        edge_coords = np.array([G.position[v] for v in edge])\n        ax.plot(\n            edge_coords[:, 0],\n            edge_coords[:, 1],\n            transform=ccrs.PlateCarree(),\n            linewidth=0.75,\n            color=\"k\",\n        )\n\nexcept ImportError:\n    # If cartopy is unavailable, the backdrop for the plot will be blank;\n    # though you should still be able to discern the general shape of the US\n    # from graph nodes and edges!\n    nx.draw(\n        H,\n        G.position,\n        node_size=[G.population[v] for v in H],\n        node_color=node_color,\n        with_labels=False,\n    )\n\nplt.show()"
+        "import gzip\nimport re\n\n# Ignore any warnings related to downloading shpfiles with cartopy\nimport warnings\n\nwarnings.simplefilter(\"ignore\")\n\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport networkx as nx\n\n\ndef miles_graph():\n    \"\"\"Return the cites example graph in miles_dat.txt\n    from the Stanford GraphBase.\n    \"\"\"\n    # open file miles_dat.txt.gz (or miles_dat.txt)\n\n    fh = gzip.open(\"knuth_miles.txt.gz\", \"r\")\n\n    G = nx.Graph()\n    G.position = {}\n    G.population = {}\n\n    cities = []\n    for line in fh.readlines():\n        line = line.decode()\n        if line.startswith(\"*\"):  # skip comments\n            continue\n\n        numfind = re.compile(r\"^\\d+\")\n\n        if numfind.match(line):  # this line is distances\n            dist = line.split()\n            for d in dist:\n                G.add_edge(city, cities[i], weight=int(d))\n                i = i + 1\n        else:  # this line is a city, position, population\n            i = 1\n            (city, coordpop) = line.split(\"[\")\n            cities.insert(0, city)\n            (coord, pop) = coordpop.split(\"]\")\n            (y, x) = coord.split(\",\")\n\n            G.add_node(city)\n            # assign position - Convert string to lat/long\n            G.position[city] = (-float(x) / 100, float(y) / 100)\n            G.population[city] = float(pop) / 1000\n    return G\n\n\nG = miles_graph()\n\nprint(\"Loaded miles_dat.txt containing 128 cities.\")\nprint(G)\n\n# make new graph of cites, edge if less then 300 miles between them\nH = nx.Graph()\nfor v in G:\n    H.add_node(v)\nfor u, v, d in G.edges(data=True):\n    if d[\"weight\"] < 300:\n        H.add_edge(u, v)\n\n# draw with matplotlib/pylab\nfig = plt.figure(figsize=(8, 6))\n\n# nodes colored by degree sized by population\nnode_color = [float(H.degree(v)) for v in H]\n\n# Use cartopy to provide a backdrop for the visualization\ntry:\n    import cartopy.crs as ccrs\n    import cartopy.io.shapereader as shpreader\n\n    ax = fig.add_axes([0, 0, 1, 1], projection=ccrs.LambertConformal(), frameon=False)\n    ax.set_extent([-125, -66.5, 20, 50], ccrs.Geodetic())\n    # Add map of countries & US states as a backdrop\n    for shapename in (\"admin_1_states_provinces_lakes_shp\", \"admin_0_countries\"):\n        shp = shpreader.natural_earth(\n            resolution=\"110m\", category=\"cultural\", name=shapename\n        )\n        ax.add_geometries(\n            shpreader.Reader(shp).geometries(),\n            ccrs.PlateCarree(),\n            facecolor=\"none\",\n            edgecolor=\"k\",\n        )\n    # NOTE: When using cartopy, use matplotlib directly rather than nx.draw\n    # to take advantage of the cartopy transforms\n    ax.scatter(\n        *np.array(list(G.position.values())).T,\n        s=[G.population[v] for v in H],\n        c=node_color,\n        transform=ccrs.PlateCarree(),\n        zorder=100  # Ensure nodes lie on top of edges/state lines\n    )\n    # Plot edges between the cities\n    for edge in H.edges():\n        edge_coords = np.array([G.position[v] for v in edge])\n        ax.plot(\n            edge_coords[:, 0],\n            edge_coords[:, 1],\n            transform=ccrs.PlateCarree(),\n            linewidth=0.75,\n            color=\"k\",\n        )\n\nexcept ImportError:\n    # If cartopy is unavailable, the backdrop for the plot will be blank;\n    # though you should still be able to discern the general shape of the US\n    # from graph nodes and edges!\n    nx.draw(\n        H,\n        G.position,\n        node_size=[G.population[v] for v in H],\n        node_color=node_color,\n        with_labels=False,\n    )\n\nplt.show()"
       ]
     }
   ],
diff --git a/_downloads/e6a489a8b2deb49ed237fac38a28f429/plot_words.py b/_downloads/e6a489a8b2deb49ed237fac38a28f429/plot_words.py
index e5211f59..19a49eb8 100644
--- a/_downloads/e6a489a8b2deb49ed237fac38a28f429/plot_words.py
+++ b/_downloads/e6a489a8b2deb49ed237fac38a28f429/plot_words.py
@@ -65,7 +65,7 @@ print("Two words are connected if they differ in one letter.")
 print(G)
 print(f"{nx.number_connected_components(G)} connected components")
 
-for (source, target) in [("chaos", "order"), ("nodes", "graph"), ("pound", "marks")]:
+for source, target in [("chaos", "order"), ("nodes", "graph"), ("pound", "marks")]:
     print(f"Shortest path between {source} and {target} is")
     try:
         shortest_path = nx.shortest_path(G, source, target)
diff --git a/_downloads/e921c603ea1764485dc9acff178a2f05/plot_knuth_miles.py b/_downloads/e921c603ea1764485dc9acff178a2f05/plot_knuth_miles.py
index e0ebea87..4d09684d 100644
--- a/_downloads/e921c603ea1764485dc9acff178a2f05/plot_knuth_miles.py
+++ b/_downloads/e921c603ea1764485dc9acff178a2f05/plot_knuth_miles.py
@@ -79,7 +79,7 @@ print(G)
 H = nx.Graph()
 for v in G:
     H.add_node(v)
-for (u, v, d) in G.edges(data=True):
+for u, v, d in G.edges(data=True):
     if d["weight"] < 300:
         H.add_edge(u, v)
 
@@ -110,7 +110,7 @@ try:
     # NOTE: When using cartopy, use matplotlib directly rather than nx.draw
     # to take advantage of the cartopy transforms
     ax.scatter(
-        *np.array([v for v in G.position.values()]).T,
+        *np.array(list(G.position.values())).T,
         s=[G.population[v] for v in H],
         c=node_color,
         transform=ccrs.PlateCarree(),
diff --git a/_downloads/efbe368eaa1e457c6c03d3f5a636063a/plot_blockmodel.py b/_downloads/efbe368eaa1e457c6c03d3f5a636063a/plot_blockmodel.py
index e3fec60b..b41f0c30 100644
--- a/_downloads/efbe368eaa1e457c6c03d3f5a636063a/plot_blockmodel.py
+++ b/_downloads/efbe368eaa1e457c6c03d3f5a636063a/plot_blockmodel.py
@@ -55,7 +55,7 @@ G = nx.read_edgelist("hartford_drug.edgelist")
 H = G.subgraph(next(nx.connected_components(G)))
 # Makes life easier to have consecutively labeled integer nodes
 H = nx.convert_node_labels_to_integers(H)
-# Create parititions with hierarchical clustering
+# Create partitions with hierarchical clustering
 partitions = create_hc(H)
 # Build blockmodel graph
 BM = nx.quotient_graph(H, partitions, relabel=True)
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index ed802dfe..157f81de 100644
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+++ b/_images/sphx_glr_plot_subgraphs_005.png
diff --git a/_images/sphx_glr_plot_subgraphs_006.png b/_images/sphx_glr_plot_subgraphs_006.png
index f32bdd8b..59972799 100644
--- a/_images/sphx_glr_plot_subgraphs_006.png
+++ b/_images/sphx_glr_plot_subgraphs_006.png
diff --git a/_images/sphx_glr_plot_subgraphs_007.png b/_images/sphx_glr_plot_subgraphs_007.png
index 4498007e..99f6b2e9 100644
--- a/_images/sphx_glr_plot_subgraphs_007.png
+++ b/_images/sphx_glr_plot_subgraphs_007.png
diff --git a/_images/sphx_glr_plot_subgraphs_thumb.png b/_images/sphx_glr_plot_subgraphs_thumb.png
index fab6469d..486863c4 100644
--- a/_images/sphx_glr_plot_subgraphs_thumb.png
+++ b/_images/sphx_glr_plot_subgraphs_thumb.png
diff --git a/_images/sphx_glr_plot_triad_types_001.png b/_images/sphx_glr_plot_triad_types_001.png
index 7377a406..c7c3809a 100644
--- a/_images/sphx_glr_plot_triad_types_001.png
+++ b/_images/sphx_glr_plot_triad_types_001.png
diff --git a/_images/sphx_glr_plot_tsp_001.png b/_images/sphx_glr_plot_tsp_001.png
index f71d3ec0..ab1e5c16 100644
--- a/_images/sphx_glr_plot_tsp_001.png
+++ b/_images/sphx_glr_plot_tsp_001.png
diff --git a/_images/sphx_glr_plot_unix_email_001.png b/_images/sphx_glr_plot_unix_email_001.png
index e5517dec..98829314 100644
--- a/_images/sphx_glr_plot_unix_email_001.png
+++ b/_images/sphx_glr_plot_unix_email_001.png
diff --git a/_images/sphx_glr_plot_weighted_graph_001.png b/_images/sphx_glr_plot_weighted_graph_001.png
index b41930e9..35bbf491 100644
--- a/_images/sphx_glr_plot_weighted_graph_001.png
+++ b/_images/sphx_glr_plot_weighted_graph_001.png
diff --git a/_images/sphx_glr_plot_words_001.png b/_images/sphx_glr_plot_words_001.png
index d22b867d..d2d1bc3d 100644
--- a/_images/sphx_glr_plot_words_001.png
+++ b/_images/sphx_glr_plot_words_001.png
diff --git a/_images/sphx_glr_plot_words_thumb.png b/_images/sphx_glr_plot_words_thumb.png
index 29f80acd..d57bbf47 100644
--- a/_images/sphx_glr_plot_words_thumb.png
+++ b/_images/sphx_glr_plot_words_thumb.png
diff --git a/_images/tutorial-34.png b/_images/tutorial-34.png
index 26de9f96..8225b279 100644
--- a/_images/tutorial-34.png
+++ b/_images/tutorial-34.png
diff --git a/_images/tutorial-35.png b/_images/tutorial-35.png
index d7651092..a30f20e3 100644
--- a/_images/tutorial-35.png
+++ b/_images/tutorial-35.png
diff --git a/_images/tutorial-36.png b/_images/tutorial-36.png
index ae2b1233..bea895c3 100644
--- a/_images/tutorial-36.png
+++ b/_images/tutorial-36.png
diff --git a/_modules/index.html b/_modules/index.html
index b89713fa..2af772b1 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Overview: module code &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Overview: module code &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -505,6 +517,7 @@
 <li><a href="networkx/algorithms/centrality/group.html">networkx.algorithms.centrality.group</a></li>
 <li><a href="networkx/algorithms/centrality/harmonic.html">networkx.algorithms.centrality.harmonic</a></li>
 <li><a href="networkx/algorithms/centrality/katz.html">networkx.algorithms.centrality.katz</a></li>
+<li><a href="networkx/algorithms/centrality/laplacian.html">networkx.algorithms.centrality.laplacian</a></li>
 <li><a href="networkx/algorithms/centrality/load.html">networkx.algorithms.centrality.load</a></li>
 <li><a href="networkx/algorithms/centrality/percolation.html">networkx.algorithms.centrality.percolation</a></li>
 <li><a href="networkx/algorithms/centrality/reaching.html">networkx.algorithms.centrality.reaching</a></li>
@@ -695,6 +708,7 @@
 <li><a href="networkx/readwrite/multiline_adjlist.html">networkx.readwrite.multiline_adjlist</a></li>
 <li><a href="networkx/readwrite/pajek.html">networkx.readwrite.pajek</a></li>
 <li><a href="networkx/readwrite/sparse6.html">networkx.readwrite.sparse6</a></li>
+<li><a href="networkx/readwrite/text.html">networkx.readwrite.text</a></li>
 <li><a href="networkx/relabel.html">networkx.relabel</a></li>
 <li><a href="networkx/utils/decorators.html">networkx.utils.decorators</a></li>
 <li><a href="networkx/utils/mapped_queue.html">networkx.utils.mapped_queue</a></li>
@@ -716,11 +730,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/clique.html b/_modules/networkx/algorithms/approximation/clique.html
index 2ecec5e1..0d75d5eb 100644
--- a/_modules/networkx/algorithms/approximation/clique.html
+++ b/_modules/networkx/algorithms/approximation/clique.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.clique &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.clique &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/clique';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/clique.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -708,11 +720,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/clustering_coefficient.html b/_modules/networkx/algorithms/approximation/clustering_coefficient.html
index c494aa3f..b8e40dc8 100644
--- a/_modules/networkx/algorithms/approximation/clustering_coefficient.html
+++ b/_modules/networkx/algorithms/approximation/clustering_coefficient.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.clustering_coefficient &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.clustering_coefficient &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/clustering_coefficient';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/clustering_coefficient.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -539,11 +551,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/connectivity.html b/_modules/networkx/algorithms/approximation/connectivity.html
index 218de1e1..f9f577a8 100644
--- a/_modules/networkx/algorithms/approximation/connectivity.html
+++ b/_modules/networkx/algorithms/approximation/connectivity.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -850,7 +862,7 @@
         <span class="c1"># thus source and target will only trigger &quot;found path&quot; when they are</span>
         <span class="c1"># adjacent and then they can be safely included in the container &#39;exclude&#39;</span>
         <span class="n">level</span> <span class="o">+=</span> <span class="mi">1</span>
-        <span class="k">if</span> <span class="ow">not</span> <span class="n">level</span> <span class="o">%</span> <span class="mi">2</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">if</span> <span class="n">level</span> <span class="o">%</span> <span class="mi">2</span> <span class="o">!=</span> <span class="mi">0</span><span class="p">:</span>
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             <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">this_level</span><span class="p">:</span>
@@ -890,11 +902,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/distance_measures.html b/_modules/networkx/algorithms/approximation/distance_measures.html
index 550b00be..ec365a83 100644
--- a/_modules/networkx/algorithms/approximation/distance_measures.html
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@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.distance_measures &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.distance_measures &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/distance_measures';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/distance_measures.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -615,11 +627,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/dominating_set.html b/_modules/networkx/algorithms/approximation/dominating_set.html
index 2a533abd..559058c3 100644
--- a/_modules/networkx/algorithms/approximation/dominating_set.html
+++ b/_modules/networkx/algorithms/approximation/dominating_set.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.dominating_set &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.dominating_set &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/dominating_set';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/dominating_set.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,11 +610,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/kcomponents.html b/_modules/networkx/algorithms/approximation/kcomponents.html
index 045c2762..99533b70 100644
--- a/_modules/networkx/algorithms/approximation/kcomponents.html
+++ b/_modules/networkx/algorithms/approximation/kcomponents.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.kcomponents &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.kcomponents &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/kcomponents';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/kcomponents.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,7 +687,7 @@
     <span class="k">def</span> <span class="nf">single_edge_dict</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">all_edge_dict</span>
 
-    <span class="n">edge_attr_dict_factory</span> <span class="o">=</span> <span class="n">single_edge_dict</span>  <span class="c1"># type: ignore</span>
+    <span class="n">edge_attr_dict_factory</span> <span class="o">=</span> <span class="n">single_edge_dict</span>  <span class="c1"># type: ignore[assignment]</span>
 
     <span class="k">def</span> <span class="fm">__getitem__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">n</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns a dict of neighbors of node n in the dense graph.</span>
@@ -843,11 +855,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/matching.html b/_modules/networkx/algorithms/approximation/matching.html
index 48d5f4de..233e664d 100644
--- a/_modules/networkx/algorithms/approximation/matching.html
+++ b/_modules/networkx/algorithms/approximation/matching.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -517,11 +529,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/maxcut.html b/_modules/networkx/algorithms/approximation/maxcut.html
index e7d40048..e45ad90d 100644
--- a/_modules/networkx/algorithms/approximation/maxcut.html
+++ b/_modules/networkx/algorithms/approximation/maxcut.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.maxcut &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.maxcut &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/maxcut';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/maxcut.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -586,11 +598,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/ramsey.html b/_modules/networkx/algorithms/approximation/ramsey.html
index bd83ea28..565af84d 100644
--- a/_modules/networkx/algorithms/approximation/ramsey.html
+++ b/_modules/networkx/algorithms/approximation/ramsey.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.ramsey &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.ramsey &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/ramsey';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/ramsey.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -526,11 +538,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/steinertree.html b/_modules/networkx/algorithms/approximation/steinertree.html
index cb5de8d6..65a75015 100644
--- a/_modules/networkx/algorithms/approximation/steinertree.html
+++ b/_modules/networkx/algorithms/approximation/steinertree.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.steinertree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.steinertree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/steinertree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/steinertree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,21 +609,21 @@
 
 <span class="sd">    The approximation algorithm is specified with the `method` keyword</span>
 <span class="sd">    argument. All three available algorithms produce a tree whose weight is</span>
-<span class="sd">    within a (2 - (2 / l)) factor of the weight of the optimal Steiner tree,</span>
-<span class="sd">    where *l* is the minimum number of leaf nodes across all possible Steiner</span>
+<span class="sd">    within a ``(2 - (2 / l))`` factor of the weight of the optimal Steiner tree,</span>
+<span class="sd">    where ``l`` is the minimum number of leaf nodes across all possible Steiner</span>
 <span class="sd">    trees.</span>
 
-<span class="sd">    * `kou` [2]_ (runtime $O(|S| |V|^2)$) computes the minimum spanning tree of</span>
-<span class="sd">    the subgraph of the metric closure of *G* induced by the terminal nodes,</span>
-<span class="sd">    where the metric closure of *G* is the complete graph in which each edge is</span>
-<span class="sd">    weighted by the shortest path distance between the nodes in *G*.</span>
+<span class="sd">    * ``&quot;kou&quot;`` [2]_ (runtime $O(|S| |V|^2)$) computes the minimum spanning tree of</span>
+<span class="sd">      the subgraph of the metric closure of *G* induced by the terminal nodes,</span>
+<span class="sd">      where the metric closure of *G* is the complete graph in which each edge is</span>
+<span class="sd">      weighted by the shortest path distance between the nodes in *G*.</span>
 
-<span class="sd">    * `mehlhorn` [3]_ (runtime $O(|E|+|V|\log|V|)$) modifies Kou et al.&#39;s</span>
-<span class="sd">    algorithm, beginning by finding the closest terminal node for each</span>
-<span class="sd">    non-terminal. This data is used to create a complete graph containing only</span>
-<span class="sd">    the terminal nodes, in which edge is weighted with the shortest path</span>
-<span class="sd">    distance between them. The algorithm then proceeds in the same way as Kou</span>
-<span class="sd">    et al..</span>
+<span class="sd">    * ``&quot;mehlhorn&quot;`` [3]_ (runtime $O(|E|+|V|\log|V|)$) modifies Kou et al.&#39;s</span>
+<span class="sd">      algorithm, beginning by finding the closest terminal node for each</span>
+<span class="sd">      non-terminal. This data is used to create a complete graph containing only</span>
+<span class="sd">      the terminal nodes, in which edge is weighted with the shortest path</span>
+<span class="sd">      distance between them. The algorithm then proceeds in the same way as Kou</span>
+<span class="sd">      et al..</span>
 
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
@@ -693,11 +705,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/traveling_salesman.html b/_modules/networkx/algorithms/approximation/traveling_salesman.html
index e3c284cf..26b8592c 100644
--- a/_modules/networkx/algorithms/approximation/traveling_salesman.html
+++ b/_modules/networkx/algorithms/approximation/traveling_salesman.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.traveling_salesman &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.traveling_salesman &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/traveling_salesman';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/traveling_salesman.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -993,7 +1005,7 @@
 <span class="sd">           pp.1138-1162</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
-    <span class="kn">import</span> <span class="nn">scipy.optimize</span> <span class="k">as</span> <span class="nn">optimize</span>
+    <span class="kn">from</span> <span class="nn">scipy</span> <span class="kn">import</span> <span class="n">optimize</span>
 
     <span class="k">def</span> <span class="nf">k_pi</span><span class="p">():</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
@@ -1248,7 +1260,7 @@
     <span class="c1"># reference [1]</span>
     <span class="n">z_star</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="n">scale_factor</span> <span class="o">=</span> <span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">order</span><span class="p">()</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="n">G</span><span class="o">.</span><span class="n">order</span><span class="p">()</span>
-    <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">x_star</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
+    <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">x_star</span><span class="p">:</span>
         <span class="n">frequency</span> <span class="o">=</span> <span class="n">x_star</span><span class="p">[(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)]</span> <span class="o">+</span> <span class="n">x_star</span><span class="p">[(</span><span class="n">v</span><span class="p">,</span> <span class="n">u</span><span class="p">)]</span>
         <span class="k">if</span> <span class="n">frequency</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
             <span class="n">z_star</span><span class="p">[(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)]</span> <span class="o">=</span> <span class="n">scale_factor</span> <span class="o">*</span> <span class="n">frequency</span>
@@ -1909,11 +1921,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/treewidth.html b/_modules/networkx/algorithms/approximation/treewidth.html
index 025036ae..749e83d2 100644
--- a/_modules/networkx/algorithms/approximation/treewidth.html
+++ b/_modules/networkx/algorithms/approximation/treewidth.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.treewidth &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.treewidth &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/treewidth';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/treewidth.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -724,11 +736,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/approximation/vertex_cover.html b/_modules/networkx/algorithms/approximation/vertex_cover.html
index fb5b7d8f..9ce18ca6 100644
--- a/_modules/networkx/algorithms/approximation/vertex_cover.html
+++ b/_modules/networkx/algorithms/approximation/vertex_cover.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.approximation.vertex_cover &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.approximation.vertex_cover &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/approximation/vertex_cover';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/approximation/vertex_cover.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -555,11 +567,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/assortativity/connectivity.html b/_modules/networkx/algorithms/assortativity/connectivity.html
index a9bab070..16559b55 100644
--- a/_modules/networkx/algorithms/assortativity/connectivity.html
+++ b/_modules/networkx/algorithms/assortativity/connectivity.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.assortativity.connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.assortativity.connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/assortativity/connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/assortativity/connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -596,11 +608,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/assortativity/correlation.html b/_modules/networkx/algorithms/assortativity/correlation.html
index b0b215ac..c3994737 100644
--- a/_modules/networkx/algorithms/assortativity/correlation.html
+++ b/_modules/networkx/algorithms/assortativity/correlation.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.assortativity.correlation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.assortativity.correlation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/assortativity/correlation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/assortativity/correlation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -773,11 +785,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/assortativity/mixing.html b/_modules/networkx/algorithms/assortativity/mixing.html
index 181cf0f3..24a9c7fd 100644
--- a/_modules/networkx/algorithms/assortativity/mixing.html
+++ b/_modules/networkx/algorithms/assortativity/mixing.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.assortativity.mixing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.assortativity.mixing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/assortativity/mixing';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/assortativity/mixing.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -720,11 +732,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/assortativity/neighbor_degree.html b/_modules/networkx/algorithms/assortativity/neighbor_degree.html
index 08f5bafa..80c6c21f 100644
--- a/_modules/networkx/algorithms/assortativity/neighbor_degree.html
+++ b/_modules/networkx/algorithms/assortativity/neighbor_degree.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.assortativity.neighbor_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.assortativity.neighbor_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/assortativity/neighbor_degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/assortativity/neighbor_degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -407,7 +419,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -634,11 +646,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/assortativity/pairs.html b/_modules/networkx/algorithms/assortativity/pairs.html
index 7690d519..852a8fd9 100644
--- a/_modules/networkx/algorithms/assortativity/pairs.html
+++ b/_modules/networkx/algorithms/assortativity/pairs.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.assortativity.pairs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.assortativity.pairs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/assortativity/pairs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/assortativity/pairs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -589,11 +601,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/asteroidal.html b/_modules/networkx/algorithms/asteroidal.html
index 4bbc0066..3eff4d42 100644
--- a/_modules/networkx/algorithms/asteroidal.html
+++ b/_modules/networkx/algorithms/asteroidal.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.asteroidal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.asteroidal &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/asteroidal';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/asteroidal.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,11 +654,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/basic.html b/_modules/networkx/algorithms/bipartite/basic.html
index fa01367b..f4f0f6e9 100644
--- a/_modules/networkx/algorithms/bipartite/basic.html
+++ b/_modules/networkx/algorithms/bipartite/basic.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.basic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.basic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/basic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/basic.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -791,11 +803,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/centrality.html b/_modules/networkx/algorithms/bipartite/centrality.html
index dc8ca164..0391b0cf 100644
--- a/_modules/networkx/algorithms/bipartite/centrality.html
+++ b/_modules/networkx/algorithms/bipartite/centrality.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/centrality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/centrality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -741,11 +753,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/cluster.html b/_modules/networkx/algorithms/bipartite/cluster.html
index 8c9687f5..c16e2aa8 100644
--- a/_modules/networkx/algorithms/bipartite/cluster.html
+++ b/_modules/networkx/algorithms/bipartite/cluster.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.cluster &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.cluster &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/cluster';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/cluster.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -752,11 +764,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/covering.html b/_modules/networkx/algorithms/bipartite/covering.html
index 5c11d584..88aa9f29 100644
--- a/_modules/networkx/algorithms/bipartite/covering.html
+++ b/_modules/networkx/algorithms/bipartite/covering.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.covering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.covering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/covering';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/covering.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -530,11 +542,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/edgelist.html b/_modules/networkx/algorithms/bipartite/edgelist.html
index 012ee0a2..09eea953 100644
--- a/_modules/networkx/algorithms/bipartite/edgelist.html
+++ b/_modules/networkx/algorithms/bipartite/edgelist.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -832,11 +844,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/generators.html b/_modules/networkx/algorithms/bipartite/generators.html
index b3cdb41c..9871bfd8 100644
--- a/_modules/networkx/algorithms/bipartite/generators.html
+++ b/_modules/networkx/algorithms/bipartite/generators.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.generators &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.generators &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/generators';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/generators.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1070,11 +1082,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/matching.html b/_modules/networkx/algorithms/bipartite/matching.html
index f3e29806..1f83a2ef 100644
--- a/_modules/networkx/algorithms/bipartite/matching.html
+++ b/_modules/networkx/algorithms/bipartite/matching.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,7 @@
 <span class="sd">       2.4 (1973), pp. 225--231. &lt;https://doi.org/10.1137/0202019&gt;.</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="c1"># First we define some auxiliary search functions.</span>
     <span class="c1">#</span>
     <span class="c1"># If you are a human reading these auxiliary search functions, the &quot;global&quot;</span>
@@ -732,12 +745,17 @@
 
         <span class="c1"># did we finish layering without finding any alternating paths?</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">unmatched</span><span class="p">:</span>
-            <span class="n">unlayered</span> <span class="o">=</span> <span class="p">{}</span>
-            <span class="k">for</span> <span class="n">u</span> <span class="ow">in</span> <span class="n">G</span><span class="p">:</span>
-                <span class="c1"># TODO Why is extra inner loop necessary?</span>
-                <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">u</span><span class="p">]:</span>
-                    <span class="k">if</span> <span class="n">v</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">preds</span><span class="p">:</span>
-                        <span class="n">unlayered</span><span class="p">[</span><span class="n">v</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="c1"># TODO - The lines between --- were unused and were thus commented</span>
+            <span class="c1"># out. This whole commented chunk should be reviewed to determine</span>
+            <span class="c1"># whether it should be built upon or completely removed.</span>
+            <span class="c1"># ---</span>
+            <span class="c1"># unlayered = {}</span>
+            <span class="c1"># for u in G:</span>
+            <span class="c1">#     # TODO Why is extra inner loop necessary?</span>
+            <span class="c1">#     for v in G[u]:</span>
+            <span class="c1">#         if v not in preds:</span>
+            <span class="c1">#             unlayered[v] = None</span>
+            <span class="c1"># ---</span>
             <span class="c1"># TODO Originally, this function returned a three-tuple:</span>
             <span class="c1">#</span>
             <span class="c1">#     return (matching, list(pred), list(unlayered))</span>
@@ -1054,11 +1072,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/matrix.html b/_modules/networkx/algorithms/bipartite/matrix.html
index 0c132da5..ab9d4aed 100644
--- a/_modules/networkx/algorithms/bipartite/matrix.html
+++ b/_modules/networkx/algorithms/bipartite/matrix.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/matrix';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/matrix.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -641,11 +653,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/projection.html b/_modules/networkx/algorithms/bipartite/projection.html
index 657548a1..86eb3298 100644
--- a/_modules/networkx/algorithms/bipartite/projection.html
+++ b/_modules/networkx/algorithms/bipartite/projection.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.projection &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.projection &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/projection';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/projection.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -998,11 +1010,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/redundancy.html b/_modules/networkx/algorithms/bipartite/redundancy.html
index 325e602a..4f8a629e 100644
--- a/_modules/networkx/algorithms/bipartite/redundancy.html
+++ b/_modules/networkx/algorithms/bipartite/redundancy.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.redundancy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.redundancy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/redundancy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/redundancy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,11 +596,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bipartite/spectral.html b/_modules/networkx/algorithms/bipartite/spectral.html
index d3693f38..4781efbc 100644
--- a/_modules/networkx/algorithms/bipartite/spectral.html
+++ b/_modules/networkx/algorithms/bipartite/spectral.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bipartite.spectral &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bipartite.spectral &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bipartite/spectral';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bipartite/spectral.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -543,11 +555,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/boundary.html b/_modules/networkx/algorithms/boundary.html
index 20e3d891..ce87245d 100644
--- a/_modules/networkx/algorithms/boundary.html
+++ b/_modules/networkx/algorithms/boundary.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.boundary &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.boundary &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/boundary';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/boundary.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,11 +626,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/bridges.html b/_modules/networkx/algorithms/bridges.html
index 9daee3f1..a4f79dcc 100644
--- a/_modules/networkx/algorithms/bridges.html
+++ b/_modules/networkx/algorithms/bridges.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.bridges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.bridges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/bridges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/bridges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -677,11 +689,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/betweenness.html b/_modules/networkx/algorithms/centrality/betweenness.html
index a9474c72..42b3e605 100644
--- a/_modules/networkx/algorithms/centrality/betweenness.html
+++ b/_modules/networkx/algorithms/centrality/betweenness.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.betweenness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.betweenness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/betweenness';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/betweenness.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -687,7 +699,7 @@
     <span class="k">if</span> <span class="n">k</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">nodes</span> <span class="o">=</span> <span class="n">G</span>
     <span class="k">else</span><span class="p">:</span>
-        <span class="n">nodes</span> <span class="o">=</span> <span class="n">seed</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">(),</span> <span class="n">k</span><span class="p">)</span>
+        <span class="n">nodes</span> <span class="o">=</span> <span class="n">seed</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">()),</span> <span class="n">k</span><span class="p">)</span>
     <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">nodes</span><span class="p">:</span>
         <span class="c1"># single source shortest paths</span>
         <span class="k">if</span> <span class="n">weight</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>  <span class="c1"># use BFS</span>
@@ -905,11 +917,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/betweenness_subset.html b/_modules/networkx/algorithms/centrality/betweenness_subset.html
index 60b79a6d..3673631d 100644
--- a/_modules/networkx/algorithms/centrality/betweenness_subset.html
+++ b/_modules/networkx/algorithms/centrality/betweenness_subset.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.betweenness_subset &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.betweenness_subset &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/betweenness_subset';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/betweenness_subset.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -744,11 +756,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/closeness.html b/_modules/networkx/algorithms/centrality/closeness.html
index 6dec3eaa..1cdaaa9c 100644
--- a/_modules/networkx/algorithms/centrality/closeness.html
+++ b/_modules/networkx/algorithms/centrality/closeness.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.closeness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.closeness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/closeness';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/closeness.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -754,11 +766,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/current_flow_betweenness.html b/_modules/networkx/algorithms/centrality/current_flow_betweenness.html
index 03b9bad5..0b9054c3 100644
--- a/_modules/networkx/algorithms/centrality/current_flow_betweenness.html
+++ b/_modules/networkx/algorithms/centrality/current_flow_betweenness.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.current_flow_betweenness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.current_flow_betweenness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/current_flow_betweenness';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/current_flow_betweenness.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -815,11 +827,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/current_flow_betweenness_subset.html b/_modules/networkx/algorithms/centrality/current_flow_betweenness_subset.html
index 61eb3e7a..5be44d5b 100644
--- a/_modules/networkx/algorithms/centrality/current_flow_betweenness_subset.html
+++ b/_modules/networkx/algorithms/centrality/current_flow_betweenness_subset.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.current_flow_betweenness_subset &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.current_flow_betweenness_subset &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/current_flow_betweenness_subset';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/current_flow_betweenness_subset.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -699,11 +711,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/current_flow_closeness.html b/_modules/networkx/algorithms/centrality/current_flow_closeness.html
index abcee6a3..9587cff0 100644
--- a/_modules/networkx/algorithms/centrality/current_flow_closeness.html
+++ b/_modules/networkx/algorithms/centrality/current_flow_closeness.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.current_flow_closeness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.current_flow_closeness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/current_flow_closeness';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/current_flow_closeness.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -571,11 +583,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/degree_alg.html b/_modules/networkx/algorithms/centrality/degree_alg.html
index b6b2850a..87d237d8 100644
--- a/_modules/networkx/algorithms/centrality/degree_alg.html
+++ b/_modules/networkx/algorithms/centrality/degree_alg.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.degree_alg &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.degree_alg &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/degree_alg';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/degree_alg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,11 +636,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/dispersion.html b/_modules/networkx/algorithms/centrality/dispersion.html
index 9149c300..515eec23 100644
--- a/_modules/networkx/algorithms/centrality/dispersion.html
+++ b/_modules/networkx/algorithms/centrality/dispersion.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.dispersion &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.dispersion &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/dispersion';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/dispersion.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -522,7 +534,7 @@
         <span class="c1"># all possible ties of connections that u and b share</span>
         <span class="n">possib</span> <span class="o">=</span> <span class="n">combinations</span><span class="p">(</span><span class="n">ST</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
         <span class="n">total</span> <span class="o">=</span> <span class="mi">0</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">s</span><span class="p">,</span> <span class="n">t</span><span class="p">)</span> <span class="ow">in</span> <span class="n">possib</span><span class="p">:</span>
+        <span class="k">for</span> <span class="n">s</span><span class="p">,</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">possib</span><span class="p">:</span>
             <span class="c1"># neighbors of s that are in G_u, not including u and v</span>
             <span class="n">nbrs_s</span> <span class="o">=</span> <span class="n">u_nbrs</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G_u</span><span class="p">[</span><span class="n">s</span><span class="p">])</span> <span class="o">-</span> <span class="n">set_uv</span>
             <span class="c1"># s and t are not directly connected</span>
@@ -579,11 +591,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/eigenvector.html b/_modules/networkx/algorithms/centrality/eigenvector.html
index 2aebe6e1..b6d6daa3 100644
--- a/_modules/networkx/algorithms/centrality/eigenvector.html
+++ b/_modules/networkx/algorithms/centrality/eigenvector.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.eigenvector &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.eigenvector &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/eigenvector';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/eigenvector.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -705,11 +717,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/group.html b/_modules/networkx/algorithms/centrality/group.html
index 97e6518b..8fa8faaf 100644
--- a/_modules/networkx/algorithms/centrality/group.html
+++ b/_modules/networkx/algorithms/centrality/group.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.group &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.group &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/group';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/group.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+
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+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -407,7 +419,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -670,7 +682,7 @@
         <span class="k">else</span><span class="p">:</span>  <span class="c1"># use Dijkstra&#39;s algorithm</span>
             <span class="n">S</span><span class="p">,</span> <span class="n">P</span><span class="p">,</span> <span class="n">sigma</span><span class="p">[</span><span class="n">s</span><span class="p">],</span> <span class="n">D</span><span class="p">[</span><span class="n">s</span><span class="p">]</span> <span class="o">=</span> <span class="n">_single_source_dijkstra_path_basic</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">s</span><span class="p">,</span> <span class="n">weight</span><span class="p">)</span>
         <span class="n">betweenness</span><span class="p">,</span> <span class="n">delta</span><span class="p">[</span><span class="n">s</span><span class="p">]</span> <span class="o">=</span> <span class="n">_accumulate_endpoints</span><span class="p">(</span><span class="n">betweenness</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="n">P</span><span class="p">,</span> <span class="n">sigma</span><span class="p">[</span><span class="n">s</span><span class="p">],</span> <span class="n">s</span><span class="p">)</span>
-        <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">delta</span><span class="p">[</span><span class="n">s</span><span class="p">]</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>  <span class="c1"># add the paths from s to i and rescale sigma</span>
+        <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">delta</span><span class="p">[</span><span class="n">s</span><span class="p">]:</span>  <span class="c1"># add the paths from s to i and rescale sigma</span>
             <span class="k">if</span> <span class="n">s</span> <span class="o">!=</span> <span class="n">i</span><span class="p">:</span>
                 <span class="n">delta</span><span class="p">[</span><span class="n">s</span><span class="p">][</span><span class="n">i</span><span class="p">]</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="n">weight</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
@@ -1145,7 +1157,7 @@
 <span class="sd">       Journal of Mathematical Sociology. 23(3): 181-201. 1999.</span>
 <span class="sd">       http://www.analytictech.com/borgatti/group_centrality.htm</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">centrality</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="nb">set</span><span class="p">()</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="o">*</span><span class="nb">list</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">i</span><span class="p">))</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">S</span><span class="p">))</span> <span class="o">-</span> <span class="nb">set</span><span class="p">(</span><span class="n">S</span><span class="p">))</span>
+    <span class="n">centrality</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="nb">set</span><span class="p">()</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="o">*</span><span class="p">[</span><span class="nb">set</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">i</span><span class="p">))</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">S</span><span class="p">])</span> <span class="o">-</span> <span class="nb">set</span><span class="p">(</span><span class="n">S</span><span class="p">))</span>
     <span class="n">centrality</span> <span class="o">/=</span> <span class="nb">len</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">())</span> <span class="o">-</span> <span class="nb">len</span><span class="p">(</span><span class="n">S</span><span class="p">)</span>
     <span class="k">return</span> <span class="n">centrality</span></div>
 
@@ -1254,11 +1266,11 @@
               
 <div class="toc-item">
   
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+</form>
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diff --git a/_modules/networkx/algorithms/centrality/harmonic.html b/_modules/networkx/algorithms/centrality/harmonic.html
index 6abdf215..a28375a5 100644
--- a/_modules/networkx/algorithms/centrality/harmonic.html
+++ b/_modules/networkx/algorithms/centrality/harmonic.html
@@ -5,7 +5,7 @@
   <head>
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.harmonic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.harmonic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/harmonic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/harmonic.html" />
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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@@ -93,6 +99,12 @@
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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@@ -244,7 +256,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -407,7 +419,7 @@
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+      v3.1rc1.dev0
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@@ -554,11 +566,11 @@
               
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+</form>
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diff --git a/_modules/networkx/algorithms/centrality/katz.html b/_modules/networkx/algorithms/centrality/katz.html
index 6535b2aa..4bbfedc1 100644
--- a/_modules/networkx/algorithms/centrality/katz.html
+++ b/_modules/networkx/algorithms/centrality/katz.html
@@ -5,7 +5,7 @@
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-    <title>networkx.algorithms.centrality.katz &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.katz &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/katz.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
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+  data-domain="networkx.org"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+
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@@ -244,7 +256,7 @@
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+      v3.1rc1.dev0
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@@ -809,11 +821,11 @@
               
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+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
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+</form>
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diff --git a/_modules/networkx/algorithms/centrality/laplacian.html b/_modules/networkx/algorithms/centrality/laplacian.html
new file mode 100644
index 00000000..77e632e3
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+++ b/_modules/networkx/algorithms/centrality/laplacian.html
@@ -0,0 +1,690 @@
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
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+  
+  
+  <script data-cfasync="false">
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+  <link href="../../../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=796348d33e8b1d947c94" rel="stylesheet">
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+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<div class="container-fluid version-alert devbar">
+  <div class="row no-gutters">
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+  <h1>Source code for networkx.algorithms.centrality.laplacian</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">Laplacian centrality measures.</span>
+<span class="sd">&quot;&quot;&quot;</span>
+<span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;laplacian_centrality&quot;</span><span class="p">]</span>
+
+
+<div class="viewcode-block" id="laplacian_centrality"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.centrality.laplacian_centrality.html#networkx.algorithms.centrality.laplacian_centrality">[docs]</a><span class="k">def</span> <span class="nf">laplacian_centrality</span><span class="p">(</span>
+    <span class="n">G</span><span class="p">,</span> <span class="n">normalized</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">nodelist</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">,</span> <span class="n">walk_type</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.95</span>
+<span class="p">):</span>
+<span class="w">    </span><span class="sa">r</span><span class="sd">&quot;&quot;&quot;Compute the Laplacian centrality for nodes in the graph `G`.</span>
+
+<span class="sd">    The Laplacian Centrality of a node ``i`` is measured by the drop in the</span>
+<span class="sd">    Laplacian Energy after deleting node ``i`` from the graph. The Laplacian Energy</span>
+<span class="sd">    is the sum of the squared eigenvalues of a graph&#39;s Laplacian matrix.</span>
+
+<span class="sd">    .. math::</span>
+
+<span class="sd">        C_L(u_i,G) = \frac{(\Delta E)_i}{E_L (G)} = \frac{E_L (G)-E_L (G_i)}{E_L (G)}</span>
+
+<span class="sd">        E_L (G) = \sum_{i=0}^n \lambda_i^2</span>
+
+<span class="sd">    Where $E_L (G)$ is the Laplacian energy of graph `G`,</span>
+<span class="sd">    E_L (G_i) is the Laplacian energy of graph `G` after deleting node ``i``</span>
+<span class="sd">    and $\lambda_i$ are the eigenvalues of `G`&#39;s Laplacian matrix.</span>
+<span class="sd">    This formula shows the normalized value. Without normalization,</span>
+<span class="sd">    the numerator on the right side is returned.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    G : graph</span>
+<span class="sd">        A networkx graph</span>
+
+<span class="sd">    normalized : bool (default = True)</span>
+<span class="sd">        If True the centrality score is scaled so the sum over all nodes is 1.</span>
+<span class="sd">        If False the centrality score for each node is the drop in Laplacian</span>
+<span class="sd">        energy when that node is removed.</span>
+
+<span class="sd">    nodelist : list, optional (default = None)</span>
+<span class="sd">        The rows and columns are ordered according to the nodes in nodelist.</span>
+<span class="sd">        If nodelist is None, then the ordering is produced by G.nodes().</span>
+
+<span class="sd">    weight: string or None, optional (default=`weight`)</span>
+<span class="sd">        Optional parameter `weight` to compute the Laplacian matrix.</span>
+<span class="sd">        The edge data key used to compute each value in the matrix.</span>
+<span class="sd">        If None, then each edge has weight 1.</span>
+
+<span class="sd">    walk_type : string or None, optional (default=None)</span>
+<span class="sd">        Optional parameter `walk_type` used when calling</span>
+<span class="sd">        :func:`directed_laplacian_matrix &lt;networkx.directed_laplacian_matrix&gt;`.</span>
+<span class="sd">        If None, the transition matrix is selected depending on the properties</span>
+<span class="sd">        of the graph. Otherwise can be `random`, `lazy`, or `pagerank`.</span>
+
+<span class="sd">    alpha : real (default = 0.95)</span>
+<span class="sd">        Optional parameter `alpha` used when calling</span>
+<span class="sd">        :func:`directed_laplacian_matrix &lt;networkx.directed_laplacian_matrix&gt;`.</span>
+<span class="sd">        (1 - alpha) is the teleportation probability used with pagerank.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    nodes : dictionary</span>
+<span class="sd">       Dictionary of nodes with Laplacian centrality as the value.</span>
+
+<span class="sd">    Examples</span>
+<span class="sd">    --------</span>
+<span class="sd">    &gt;&gt;&gt; G = nx.Graph()</span>
+<span class="sd">    &gt;&gt;&gt; edges = [(0, 1, 4), (0, 2, 2), (2, 1, 1), (1, 3, 2), (1, 4, 2), (4, 5, 1)]</span>
+<span class="sd">    &gt;&gt;&gt; G.add_weighted_edges_from(edges)</span>
+<span class="sd">    &gt;&gt;&gt; sorted((v, f&quot;{c:0.2f}&quot;) for v, c in laplacian_centrality(G).items())</span>
+<span class="sd">    [(0, &#39;0.70&#39;), (1, &#39;0.90&#39;), (2, &#39;0.28&#39;), (3, &#39;0.22&#39;), (4, &#39;0.26&#39;), (5, &#39;0.04&#39;)]</span>
+
+<span class="sd">    Notes</span>
+<span class="sd">    -----</span>
+<span class="sd">    The algorithm is implemented based on [1]_ with an extension to directed graphs</span>
+<span class="sd">    using the ``directed_laplacian_matrix`` function.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    NetworkXPointlessConcept</span>
+<span class="sd">        If the graph `G` is the null graph.</span>
+
+<span class="sd">    References</span>
+<span class="sd">    ----------</span>
+<span class="sd">    .. [1] Qi, X., Fuller, E., Wu, Q., Wu, Y., and Zhang, C.-Q. (2012).</span>
+<span class="sd">       Laplacian centrality: A new centrality measure for weighted networks.</span>
+<span class="sd">       Information Sciences, 194:240-253.</span>
+<span class="sd">       https://math.wvu.edu/~cqzhang/Publication-files/my-paper/INS-2012-Laplacian-W.pdf</span>
+
+<span class="sd">    See Also</span>
+<span class="sd">    --------</span>
+<span class="sd">    directed_laplacian_matrix</span>
+<span class="sd">    laplacian_matrix</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+    <span class="kn">import</span> <span class="nn">scipy</span> <span class="k">as</span> <span class="nn">sp</span>
+    <span class="kn">import</span> <span class="nn">scipy.linalg</span>  <span class="c1"># call as sp.linalg</span>
+
+    <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">G</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXPointlessConcept</span><span class="p">(</span><span class="s2">&quot;null graph has no centrality defined&quot;</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">nodelist</span> <span class="o">!=</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">nodeset</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nbunch_iter</span><span class="p">(</span><span class="n">nodelist</span><span class="p">))</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">nodeset</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">nodelist</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXError</span><span class="p">(</span><span class="s2">&quot;nodelist has duplicate nodes or nodes not in G&quot;</span><span class="p">)</span>
+        <span class="n">nodes</span> <span class="o">=</span> <span class="n">nodelist</span> <span class="o">+</span> <span class="p">[</span><span class="n">n</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G</span> <span class="k">if</span> <span class="n">n</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">nodeset</span><span class="p">]</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">nodelist</span> <span class="o">=</span> <span class="n">nodes</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
+        <span class="n">lap_matrix</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">directed_laplacian_matrix</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">nodes</span><span class="p">,</span> <span class="n">weight</span><span class="p">,</span> <span class="n">walk_type</span><span class="p">,</span> <span class="n">alpha</span><span class="p">)</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">lap_matrix</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">laplacian_matrix</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">nodes</span><span class="p">,</span> <span class="n">weight</span><span class="p">)</span><span class="o">.</span><span class="n">toarray</span><span class="p">()</span>
+
+    <span class="n">full_energy</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">sp</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">eigh</span><span class="p">(</span><span class="n">lap_matrix</span><span class="p">,</span> <span class="n">eigvals_only</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> <span class="mi">2</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+    <span class="c1"># calculate laplacian centrality</span>
+    <span class="n">laplace_centralities_dict</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">nodelist</span><span class="p">):</span>
+        <span class="c1"># remove row and col i from lap_matrix</span>
+        <span class="n">all_but_i</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">lap_matrix</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
+        <span class="n">all_but_i</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">i</span><span class="p">)</span>
+        <span class="n">A_2</span> <span class="o">=</span> <span class="n">lap_matrix</span><span class="p">[</span><span class="n">all_but_i</span><span class="p">,</span> <span class="p">:][:,</span> <span class="n">all_but_i</span><span class="p">]</span>
+
+        <span class="c1"># Adjust diagonal for removed row</span>
+        <span class="n">new_diag</span> <span class="o">=</span> <span class="n">lap_matrix</span><span class="o">.</span><span class="n">diagonal</span><span class="p">()</span> <span class="o">-</span> <span class="nb">abs</span><span class="p">(</span><span class="n">lap_matrix</span><span class="p">[:,</span> <span class="n">i</span><span class="p">])</span>
+        <span class="n">np</span><span class="o">.</span><span class="n">fill_diagonal</span><span class="p">(</span><span class="n">A_2</span><span class="p">,</span> <span class="n">new_diag</span><span class="p">[</span><span class="n">all_but_i</span><span class="p">])</span>
+
+        <span class="n">new_energy</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">sp</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">eigh</span><span class="p">(</span><span class="n">A_2</span><span class="p">,</span> <span class="n">eigvals_only</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> <span class="mi">2</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+        <span class="n">lapl_cent</span> <span class="o">=</span> <span class="n">full_energy</span> <span class="o">-</span> <span class="n">new_energy</span>
+        <span class="k">if</span> <span class="n">normalized</span><span class="p">:</span>
+            <span class="n">lapl_cent</span> <span class="o">=</span> <span class="n">lapl_cent</span> <span class="o">/</span> <span class="n">full_energy</span>
+
+        <span class="n">laplace_centralities_dict</span><span class="p">[</span><span class="n">node</span><span class="p">]</span> <span class="o">=</span> <span class="n">lapl_cent</span>
+
+    <span class="k">return</span> <span class="n">laplace_centralities_dict</span></div>
+</pre></div>
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+    <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">
+        PyData Sphinx Theme
+    </a>
+    0.12.0.
+</p>
+  </div>
+  
+  <div class="footer-item">
+    
+<p class="sphinx-version">
+Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.2.3.<br>
+</p>
+
+  </div>
+  
+</div>
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/_modules/networkx/algorithms/centrality/load.html b/_modules/networkx/algorithms/centrality/load.html
index 50ba5326..3d837f03 100644
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@@ -5,7 +5,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.load &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.load &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -244,7 +256,7 @@
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+      v3.1rc1.dev0
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@@ -672,11 +684,11 @@
               
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-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/percolation.html b/_modules/networkx/algorithms/centrality/percolation.html
index 6f084a9b..6802479a 100644
--- a/_modules/networkx/algorithms/centrality/percolation.html
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@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.percolation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.percolation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/percolation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/percolation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -525,7 +537,7 @@
 <span class="sd">    -----</span>
 <span class="sd">    The algorithm is from Mahendra Piraveenan, Mikhail Prokopenko, and</span>
 <span class="sd">    Liaquat Hossain [1]_</span>
-<span class="sd">    Pair dependecies are calculated and accumulated using [2]_</span>
+<span class="sd">    Pair dependencies are calculated and accumulated using [2]_</span>
 
 <span class="sd">    For weighted graphs the edge weights must be greater than zero.</span>
 <span class="sd">    Zero edge weights can produce an infinite number of equal length</span>
@@ -599,11 +611,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/reaching.html b/_modules/networkx/algorithms/centrality/reaching.html
index 382c159a..35f03a30 100644
--- a/_modules/networkx/algorithms/centrality/reaching.html
+++ b/_modules/networkx/algorithms/centrality/reaching.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.reaching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.reaching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/reaching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -407,7 +419,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -679,11 +691,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/second_order.html b/_modules/networkx/algorithms/centrality/second_order.html
index 175c0eed..a62c2e9f 100644
--- a/_modules/networkx/algorithms/centrality/second_order.html
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@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.second_order &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.second_order &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/second_order';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/second_order.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,11 +620,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/subgraph_alg.html b/_modules/networkx/algorithms/centrality/subgraph_alg.html
index dbf1aed1..0ec85dbf 100644
--- a/_modules/networkx/algorithms/centrality/subgraph_alg.html
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@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.subgraph_alg &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.subgraph_alg &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/subgraph_alg';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/subgraph_alg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -407,7 +419,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -813,11 +825,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/trophic.html b/_modules/networkx/algorithms/centrality/trophic.html
index 257a3141..86c075e8 100644
--- a/_modules/networkx/algorithms/centrality/trophic.html
+++ b/_modules/networkx/algorithms/centrality/trophic.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.trophic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.trophic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/centrality/trophic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/trophic.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -407,7 +419,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -634,11 +646,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/centrality/voterank_alg.html b/_modules/networkx/algorithms/centrality/voterank_alg.html
index dd8f0c2f..4e4d9f6a 100644
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+++ b/_modules/networkx/algorithms/centrality/voterank_alg.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.centrality.voterank_alg &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.centrality.voterank_alg &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/centrality/voterank_alg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -567,11 +579,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/chains.html b/_modules/networkx/algorithms/chains.html
index 29396974..43c7f25a 100644
--- a/_modules/networkx/algorithms/chains.html
+++ b/_modules/networkx/algorithms/chains.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.chains &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.chains &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/chains';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/chains.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -646,11 +658,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/chordal.html b/_modules/networkx/algorithms/chordal.html
index f8f39247..47ca3460 100644
--- a/_modules/networkx/algorithms/chordal.html
+++ b/_modules/networkx/algorithms/chordal.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.chordal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.chordal &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/chordal';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/chordal.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -904,11 +916,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/clique.html b/_modules/networkx/algorithms/clique.html
index 5e97ead2..6f2bf732 100644
--- a/_modules/networkx/algorithms/clique.html
+++ b/_modules/networkx/algorithms/clique.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.clique &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.clique &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/clique';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/clique.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -600,6 +612,67 @@
 <span class="sd">    ValueError</span>
 <span class="sd">        If `nodes` is not a clique.</span>
 
+<span class="sd">    Examples</span>
+<span class="sd">    --------</span>
+<span class="sd">    &gt;&gt;&gt; from pprint import pprint  # For nice dict formatting</span>
+<span class="sd">    &gt;&gt;&gt; G = nx.karate_club_graph()</span>
+<span class="sd">    &gt;&gt;&gt; sum(1 for c in nx.find_cliques(G))  # The number of maximal cliques in G</span>
+<span class="sd">    36</span>
+<span class="sd">    &gt;&gt;&gt; max(nx.find_cliques(G), key=len)  # The largest maximal clique in G</span>
+<span class="sd">    [0, 1, 2, 3, 13]</span>
+
+<span class="sd">    The size of the largest maximal clique is known as the *clique number* of</span>
+<span class="sd">    the graph, which can be found directly with:</span>
+
+<span class="sd">    &gt;&gt;&gt; max(len(c) for c in nx.find_cliques(G))</span>
+<span class="sd">    5</span>
+
+<span class="sd">    One can also compute the number of maximal cliques in `G` that contain a given</span>
+<span class="sd">    node. The following produces a dictionary keyed by node whose</span>
+<span class="sd">    values are the number of maximal cliques in `G` that contain the node:</span>
+
+<span class="sd">    &gt;&gt;&gt; pprint({n: sum(1 for c in nx.find_cliques(G) if n in c) for n in G})</span>
+<span class="sd">    {0: 13,</span>
+<span class="sd">     1: 6,</span>
+<span class="sd">     2: 7,</span>
+<span class="sd">     3: 3,</span>
+<span class="sd">     4: 2,</span>
+<span class="sd">     5: 3,</span>
+<span class="sd">     6: 3,</span>
+<span class="sd">     7: 1,</span>
+<span class="sd">     8: 3,</span>
+<span class="sd">     9: 2,</span>
+<span class="sd">     10: 2,</span>
+<span class="sd">     11: 1,</span>
+<span class="sd">     12: 1,</span>
+<span class="sd">     13: 2,</span>
+<span class="sd">     14: 1,</span>
+<span class="sd">     15: 1,</span>
+<span class="sd">     16: 1,</span>
+<span class="sd">     17: 1,</span>
+<span class="sd">     18: 1,</span>
+<span class="sd">     19: 2,</span>
+<span class="sd">     20: 1,</span>
+<span class="sd">     21: 1,</span>
+<span class="sd">     22: 1,</span>
+<span class="sd">     23: 3,</span>
+<span class="sd">     24: 2,</span>
+<span class="sd">     25: 2,</span>
+<span class="sd">     26: 1,</span>
+<span class="sd">     27: 3,</span>
+<span class="sd">     28: 2,</span>
+<span class="sd">     29: 2,</span>
+<span class="sd">     30: 2,</span>
+<span class="sd">     31: 4,</span>
+<span class="sd">     32: 9,</span>
+<span class="sd">     33: 14}</span>
+
+<span class="sd">    Or, similarly, the maximal cliques in `G` that contain a given node.</span>
+<span class="sd">    For example, the 4 maximal cliques that contain node 31:</span>
+
+<span class="sd">    &gt;&gt;&gt; [c for c in nx.find_cliques(G) if 31 in c]</span>
+<span class="sd">    [[0, 31], [33, 32, 31], [33, 28, 31], [24, 25, 31]]</span>
+
 <span class="sd">    See Also</span>
 <span class="sd">    --------</span>
 <span class="sd">    find_cliques_recursive</span>
@@ -737,7 +810,7 @@
 <span class="sd">    See Also</span>
 <span class="sd">    --------</span>
 <span class="sd">    find_cliques</span>
-<span class="sd">        An iterative version of the same algorithm.</span>
+<span class="sd">        An iterative version of the same algorithm. See docstring for examples.</span>
 
 <span class="sd">    Notes</span>
 <span class="sd">    -----</span>
@@ -914,6 +987,14 @@
 <span class="sd">    The *clique number* of a graph is the size of the largest clique in</span>
 <span class="sd">    the graph.</span>
 
+<span class="sd">    .. deprecated:: 3.0</span>
+
+<span class="sd">       graph_clique_number is deprecated in NetworkX 3.0 and will be removed</span>
+<span class="sd">       in v3.2. The graph clique number can be computed directly with::</span>
+
+<span class="sd">           max(len(c) for c in nx.find_cliques(G))</span>
+
+
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    G : NetworkX graph</span>
@@ -936,6 +1017,16 @@
 <span class="sd">    maximal cliques.</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
+    <span class="kn">import</span> <span class="nn">warnings</span>
+
+    <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
+        <span class="p">(</span>
+            <span class="s2">&quot;</span><span class="se">\n\n</span><span class="s2">graph_clique_number is deprecated and will be removed.</span><span class="se">\n</span><span class="s2">&quot;</span>
+            <span class="s2">&quot;Use: ``max(len(c) for c in nx.find_cliques(G))`` instead.&quot;</span>
+        <span class="p">),</span>
+        <span class="ne">DeprecationWarning</span><span class="p">,</span>
+        <span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
+    <span class="p">)</span>
     <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">)</span> <span class="o">&lt;</span> <span class="mi">1</span><span class="p">:</span>
         <span class="k">return</span> <span class="mi">0</span>
     <span class="k">if</span> <span class="n">cliques</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
@@ -946,6 +1037,13 @@
 <div class="viewcode-block" id="graph_number_of_cliques"><a class="viewcode-back" href="../../../reference/algorithms/generated/networkx.algorithms.clique.graph_number_of_cliques.html#networkx.algorithms.clique.graph_number_of_cliques">[docs]</a><span class="k">def</span> <span class="nf">graph_number_of_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">cliques</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns the number of maximal cliques in the graph.</span>
 
+<span class="sd">    .. deprecated:: 3.0</span>
+
+<span class="sd">       graph_number_of_cliques is deprecated and will be removed in v3.2.</span>
+<span class="sd">       The number of maximal cliques can be computed directly with::</span>
+
+<span class="sd">           sum(1 for _ in nx.find_cliques(G))</span>
+
 <span class="sd">    Parameters</span>
 <span class="sd">    ----------</span>
 <span class="sd">    G : NetworkX graph</span>
@@ -968,6 +1066,16 @@
 <span class="sd">    maximal cliques.</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
+    <span class="kn">import</span> <span class="nn">warnings</span>
+
+    <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
+        <span class="p">(</span>
+            <span class="s2">&quot;</span><span class="se">\n\n</span><span class="s2">graph_number_of_cliques is deprecated and will be removed.</span><span class="se">\n</span><span class="s2">&quot;</span>
+            <span class="s2">&quot;Use: ``sum(1 for _ in nx.find_cliques(G))`` instead.&quot;</span>
+        <span class="p">),</span>
+        <span class="ne">DeprecationWarning</span><span class="p">,</span>
+        <span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
+    <span class="p">)</span>
     <span class="k">if</span> <span class="n">cliques</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">cliques</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
     <span class="k">return</span> <span class="nb">len</span><span class="p">(</span><span class="n">cliques</span><span class="p">)</span></div>
@@ -1039,9 +1147,29 @@
 <div class="viewcode-block" id="number_of_cliques"><a class="viewcode-back" href="../../../reference/algorithms/generated/networkx.algorithms.clique.number_of_cliques.html#networkx.algorithms.clique.number_of_cliques">[docs]</a><span class="k">def</span> <span class="nf">number_of_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">nodes</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">cliques</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns the number of maximal cliques for each node.</span>
 
+<span class="sd">    .. deprecated:: 3.0</span>
+
+<span class="sd">       number_of_cliques is deprecated and will be removed in v3.2.</span>
+<span class="sd">       Use the result of `find_cliques` directly to compute the number of</span>
+<span class="sd">       cliques containing each node::</span>
+
+<span class="sd">           {n: sum(1 for c in nx.find_cliques(G) if n in c) for n in G}</span>
+
 <span class="sd">    Returns a single or list depending on input nodes.</span>
 <span class="sd">    Optional list of cliques can be input if already computed.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+    <span class="kn">import</span> <span class="nn">warnings</span>
+
+    <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
+        <span class="p">(</span>
+            <span class="s2">&quot;</span><span class="se">\n\n</span><span class="s2">number_of_cliques is deprecated and will be removed.</span><span class="se">\n</span><span class="s2">&quot;</span>
+            <span class="s2">&quot;Use the result of find_cliques directly to compute the number</span><span class="se">\n</span><span class="s2">&quot;</span>
+            <span class="s2">&quot;of cliques containing each node:</span><span class="se">\n\n</span><span class="s2">&quot;</span>
+            <span class="s2">&quot;    {n: sum(1 for c in nx.find_cliques(G) if n in c) for n in G}</span><span class="se">\n\n</span><span class="s2">&quot;</span>
+        <span class="p">),</span>
+        <span class="ne">DeprecationWarning</span><span class="p">,</span>
+        <span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
+    <span class="p">)</span>
     <span class="k">if</span> <span class="n">cliques</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">cliques</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
 
@@ -1062,9 +1190,29 @@
 <div class="viewcode-block" id="cliques_containing_node"><a class="viewcode-back" href="../../../reference/algorithms/generated/networkx.algorithms.clique.cliques_containing_node.html#networkx.algorithms.clique.cliques_containing_node">[docs]</a><span class="k">def</span> <span class="nf">cliques_containing_node</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">nodes</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">cliques</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns a list of cliques containing the given node.</span>
 
+<span class="sd">    .. deprecated:: 3.0</span>
+
+<span class="sd">       cliques_containing_node is deprecated and will be removed in 3.2.</span>
+<span class="sd">       Use the result of `find_cliques` directly to compute the cliques that</span>
+<span class="sd">       contain each node::</span>
+
+<span class="sd">           {n: [c for c in nx.find_cliques(G) if n in c] for n in G}</span>
+
 <span class="sd">    Returns a single list or list of lists depending on input nodes.</span>
 <span class="sd">    Optional list of cliques can be input if already computed.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+    <span class="kn">import</span> <span class="nn">warnings</span>
+
+    <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span>
+        <span class="p">(</span>
+            <span class="s2">&quot;</span><span class="se">\n\n</span><span class="s2">cliques_containing_node is deprecated and will be removed.</span><span class="se">\n</span><span class="s2">&quot;</span>
+            <span class="s2">&quot;Use the result of find_cliques directly to compute maximal cliques</span><span class="se">\n</span><span class="s2">&quot;</span>
+            <span class="s2">&quot;containing each node:</span><span class="se">\n\n</span><span class="s2">&quot;</span>
+            <span class="s2">&quot;    {n: [c for c in nx.find_cliques(G) if n in c] for n in G}</span><span class="se">\n\n</span><span class="s2">&quot;</span>
+        <span class="p">),</span>
+        <span class="ne">DeprecationWarning</span><span class="p">,</span>
+        <span class="n">stacklevel</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
+    <span class="p">)</span>
     <span class="k">if</span> <span class="n">cliques</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">cliques</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
 
@@ -1251,11 +1399,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/cluster.html b/_modules/networkx/algorithms/cluster.html
index cf2fed2b..ab23f601 100644
--- a/_modules/networkx/algorithms/cluster.html
+++ b/_modules/networkx/algorithms/cluster.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.cluster &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.cluster &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/cluster';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/cluster.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -779,8 +791,7 @@
 
 <span class="sd">    .. math::</span>
 
-<span class="sd">       c_u = \frac{2}{deg^{tot}(u)(deg^{tot}(u)-1) - 2deg^{\leftrightarrow}(u)}</span>
-<span class="sd">             T(u),</span>
+<span class="sd">       c_u = \frac{T(u)}{2(deg^{tot}(u)(deg^{tot}(u)-1) - 2deg^{\leftrightarrow}(u))},</span>
 
 <span class="sd">    where :math:`T(u)` is the number of directed triangles through node</span>
 <span class="sd">    :math:`u`, :math:`deg^{tot}(u)` is the sum of in degree and out degree of</span>
@@ -792,8 +803,10 @@
 <span class="sd">    ----------</span>
 <span class="sd">    G : graph</span>
 
-<span class="sd">    nodes : container of nodes, optional (default=all nodes in G)</span>
-<span class="sd">       Compute clustering for nodes in this container.</span>
+<span class="sd">    nodes : node, iterable of nodes, or None (default=None)</span>
+<span class="sd">        If a singleton node, return the number of triangles for that node.</span>
+<span class="sd">        If an iterable, compute the number of triangles for each of those nodes.</span>
+<span class="sd">        If `None` (the default) compute the number of triangles for all nodes in `G`.</span>
 
 <span class="sd">    weight : string or None, optional (default=None)</span>
 <span class="sd">       The edge attribute that holds the numerical value used as a weight.</span>
@@ -1016,7 +1029,7 @@
 
 <span class="sd">    Notes</span>
 <span class="sd">    -----</span>
-<span class="sd">    In a network of N nodes, the highest triangle multiplicty an edge can have</span>
+<span class="sd">    In a network of N nodes, the highest triangle multiplicity an edge can have</span>
 <span class="sd">    is N-2.</span>
 
 <span class="sd">    The return value does not include a `zero` entry if no edges of a</span>
@@ -1050,11 +1063,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/coloring/equitable_coloring.html b/_modules/networkx/algorithms/coloring/equitable_coloring.html
index a5c4df25..99a6cdbd 100644
--- a/_modules/networkx/algorithms/coloring/equitable_coloring.html
+++ b/_modules/networkx/algorithms/coloring/equitable_coloring.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.coloring.equitable_coloring &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.coloring.equitable_coloring &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/coloring/equitable_coloring';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/coloring/equitable_coloring.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -475,10 +487,7 @@
 <span class="k">def</span> <span class="nf">is_coloring</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">coloring</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Determine if the coloring is a valid coloring for the graph G.&quot;&quot;&quot;</span>
     <span class="c1"># Verify that the coloring is valid.</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">s</span><span class="p">,</span> <span class="n">d</span><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">:</span>
-        <span class="k">if</span> <span class="n">coloring</span><span class="p">[</span><span class="n">s</span><span class="p">]</span> <span class="o">==</span> <span class="n">coloring</span><span class="p">[</span><span class="n">d</span><span class="p">]:</span>
-            <span class="k">return</span> <span class="kc">False</span>
-    <span class="k">return</span> <span class="kc">True</span>
+    <span class="k">return</span> <span class="nb">all</span><span class="p">(</span><span class="n">coloring</span><span class="p">[</span><span class="n">s</span><span class="p">]</span> <span class="o">!=</span> <span class="n">coloring</span><span class="p">[</span><span class="n">d</span><span class="p">]</span> <span class="k">for</span> <span class="n">s</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">)</span>
 
 
 <span class="k">def</span> <span class="nf">is_equitable</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">coloring</span><span class="p">,</span> <span class="n">num_colors</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
@@ -512,7 +521,7 @@
 
 
 <span class="k">def</span> <span class="nf">make_C_from_F</span><span class="p">(</span><span class="n">F</span><span class="p">):</span>
-    <span class="n">C</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="p">[])</span>
+    <span class="n">C</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="nb">list</span><span class="p">)</span>
     <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">color</span> <span class="ow">in</span> <span class="n">F</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
         <span class="n">C</span><span class="p">[</span><span class="n">color</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
 
@@ -531,9 +540,7 @@
 
 <span class="k">def</span> <span class="nf">make_H_from_C_N</span><span class="p">(</span><span class="n">C</span><span class="p">,</span> <span class="n">N</span><span class="p">):</span>
     <span class="k">return</span> <span class="p">{</span>
-        <span class="p">(</span><span class="n">c1</span><span class="p">,</span> <span class="n">c2</span><span class="p">):</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">C</span><span class="p">[</span><span class="n">c1</span><span class="p">]</span> <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">node</span><span class="p">,</span> <span class="n">c2</span><span class="p">)]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span>
-        <span class="k">for</span> <span class="n">c1</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span>
-        <span class="k">for</span> <span class="n">c2</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span>
+        <span class="p">(</span><span class="n">c1</span><span class="p">,</span> <span class="n">c2</span><span class="p">):</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">C</span><span class="p">[</span><span class="n">c1</span><span class="p">]</span> <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">node</span><span class="p">,</span> <span class="n">c2</span><span class="p">)]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span> <span class="k">for</span> <span class="n">c1</span> <span class="ow">in</span> <span class="n">C</span> <span class="k">for</span> <span class="n">c2</span> <span class="ow">in</span> <span class="n">C</span>
     <span class="p">}</span>
 
 
@@ -544,7 +551,7 @@
     <span class="c1"># Change the class of &#39;u&#39; from X to Y</span>
     <span class="n">F</span><span class="p">[</span><span class="n">u</span><span class="p">]</span> <span class="o">=</span> <span class="n">Y</span>
 
-    <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
+    <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span><span class="p">:</span>
         <span class="c1"># &#39;u&#39; witnesses an edge from k -&gt; Y instead of from k -&gt; X now.</span>
         <span class="k">if</span> <span class="n">N</span><span class="p">[</span><span class="n">u</span><span class="p">,</span> <span class="n">k</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
             <span class="n">H</span><span class="p">[(</span><span class="n">X</span><span class="p">,</span> <span class="n">k</span><span class="p">)]</span> <span class="o">-=</span> <span class="mi">1</span>
@@ -629,7 +636,7 @@
         <span class="c1"># using a look-up table instead of testing for membership in a set by a</span>
         <span class="c1"># logarithmic factor.</span>
         <span class="n">next_layer</span> <span class="o">=</span> <span class="p">[]</span>
-        <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
+        <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span><span class="p">:</span>
             <span class="k">if</span> <span class="p">(</span>
                 <span class="n">H</span><span class="p">[(</span><span class="n">k</span><span class="p">,</span> <span class="n">pop</span><span class="p">)]</span> <span class="o">&gt;</span> <span class="mi">0</span>
                 <span class="ow">and</span> <span class="n">k</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">A_cal</span>
@@ -664,11 +671,10 @@
         <span class="n">made_equitable</span> <span class="o">=</span> <span class="kc">False</span>
 
         <span class="k">for</span> <span class="n">W_1</span> <span class="ow">in</span> <span class="n">R_cal</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">]:</span>
-
             <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">C</span><span class="p">[</span><span class="n">W_1</span><span class="p">]:</span>
                 <span class="n">X</span> <span class="o">=</span> <span class="kc">None</span>
 
-                <span class="k">for</span> <span class="n">U</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
+                <span class="k">for</span> <span class="n">U</span> <span class="ow">in</span> <span class="n">C</span><span class="p">:</span>
                     <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">v</span><span class="p">,</span> <span class="n">U</span><span class="p">)]</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">U</span> <span class="ow">in</span> <span class="n">A_cal</span> <span class="ow">and</span> <span class="n">U</span> <span class="o">!=</span> <span class="n">W_1</span><span class="p">:</span>
                         <span class="n">X</span> <span class="o">=</span> <span class="n">U</span>
 
@@ -676,7 +682,7 @@
                 <span class="k">if</span> <span class="n">X</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
                     <span class="k">continue</span>
 
-                <span class="k">for</span> <span class="n">U</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
+                <span class="k">for</span> <span class="n">U</span> <span class="ow">in</span> <span class="n">C</span><span class="p">:</span>
                     <span class="c1"># Note: Departing from the paper here.</span>
                     <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">v</span><span class="p">,</span> <span class="n">U</span><span class="p">)]</span> <span class="o">&gt;=</span> <span class="mi">1</span> <span class="ow">and</span> <span class="n">U</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">A_cal</span><span class="p">:</span>
                         <span class="n">X_prime</span> <span class="o">=</span> <span class="n">U</span>
@@ -757,7 +763,7 @@
                     <span class="c1"># they only exclude colors from A_cal</span>
                     <span class="n">next_layer</span> <span class="o">=</span> <span class="p">[</span>
                         <span class="n">k</span>
-                        <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span>
+                        <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span>
                         <span class="k">if</span> <span class="n">H</span><span class="p">[(</span><span class="n">pop</span><span class="p">,</span> <span class="n">k</span><span class="p">)]</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">k</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">B_cal_prime</span> <span class="ow">and</span> <span class="n">k</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">marked</span>
                     <span class="p">]</span>
 
@@ -781,7 +787,7 @@
 
                     <span class="n">I_set</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">z</span><span class="p">)</span>
                     <span class="n">I_covered</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">z</span><span class="p">)</span>
-                    <span class="n">I_covered</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">nbr</span> <span class="k">for</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">L</span><span class="p">[</span><span class="n">z</span><span class="p">]])</span>
+                    <span class="n">I_covered</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">L</span><span class="p">[</span><span class="n">z</span><span class="p">]))</span>
 
                     <span class="k">for</span> <span class="n">w</span> <span class="ow">in</span> <span class="n">L</span><span class="p">[</span><span class="n">z</span><span class="p">]:</span>
                         <span class="k">if</span> <span class="n">F</span><span class="p">[</span><span class="n">w</span><span class="p">]</span> <span class="ow">in</span> <span class="n">A_cal_0</span> <span class="ow">and</span> <span class="n">N</span><span class="p">[(</span><span class="n">z</span><span class="p">,</span> <span class="n">F</span><span class="p">[</span><span class="n">w</span><span class="p">])]</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
@@ -818,19 +824,13 @@
 
                                 <span class="c1"># change color of w to some color in B_cal</span>
                                 <span class="n">W_plus</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span>
-                                    <span class="n">k</span>
-                                    <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span>
-                                    <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">w</span><span class="p">,</span> <span class="n">k</span><span class="p">)]</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">k</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">A_cal</span>
+                                    <span class="n">k</span> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span> <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">w</span><span class="p">,</span> <span class="n">k</span><span class="p">)]</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">k</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">A_cal</span>
                                 <span class="p">)</span>
                                 <span class="n">change_color</span><span class="p">(</span><span class="n">w</span><span class="p">,</span> <span class="n">W</span><span class="p">,</span> <span class="n">W_plus</span><span class="p">,</span> <span class="n">N</span><span class="o">=</span><span class="n">N</span><span class="p">,</span> <span class="n">H</span><span class="o">=</span><span class="n">H</span><span class="p">,</span> <span class="n">F</span><span class="o">=</span><span class="n">F</span><span class="p">,</span> <span class="n">C</span><span class="o">=</span><span class="n">C</span><span class="p">,</span> <span class="n">L</span><span class="o">=</span><span class="n">L</span><span class="p">)</span>
 
                                 <span class="c1"># recurse with G[B \cup W*]</span>
                                 <span class="n">excluded_colors</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
-                                    <span class="p">[</span>
-                                        <span class="n">k</span>
-                                        <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span>
-                                        <span class="k">if</span> <span class="n">k</span> <span class="o">!=</span> <span class="n">W</span> <span class="ow">and</span> <span class="n">k</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">B_cal_prime</span>
-                                    <span class="p">]</span>
+                                    <span class="p">[</span><span class="n">k</span> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span> <span class="k">if</span> <span class="n">k</span> <span class="o">!=</span> <span class="n">W</span> <span class="ow">and</span> <span class="n">k</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">B_cal_prime</span><span class="p">]</span>
                                 <span class="p">)</span>
                                 <span class="n">procedure_P</span><span class="p">(</span>
                                     <span class="n">V_minus</span><span class="o">=</span><span class="n">W</span><span class="p">,</span>
@@ -945,7 +945,6 @@
 
     <span class="k">for</span> <span class="n">u</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">):</span>
         <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">u</span><span class="p">)):</span>
-
             <span class="c1"># Do not double count edges if (v, u) has already been seen.</span>
             <span class="k">if</span> <span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">u</span><span class="p">)</span> <span class="ow">in</span> <span class="n">edges_seen</span><span class="p">:</span>
                 <span class="k">continue</span>
@@ -968,7 +967,7 @@
 
         <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">u</span><span class="p">,</span> <span class="n">F</span><span class="p">[</span><span class="n">u</span><span class="p">])]</span> <span class="o">!=</span> <span class="mi">0</span><span class="p">:</span>
             <span class="c1"># Find the first color where &#39;u&#39; does not have any neighbors.</span>
-            <span class="n">Y</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">k</span> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span> <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">u</span><span class="p">,</span> <span class="n">k</span><span class="p">)]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span>
+            <span class="n">Y</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">k</span> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">C</span> <span class="k">if</span> <span class="n">N</span><span class="p">[(</span><span class="n">u</span><span class="p">,</span> <span class="n">k</span><span class="p">)]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span>
             <span class="n">X</span> <span class="o">=</span> <span class="n">F</span><span class="p">[</span><span class="n">u</span><span class="p">]</span>
             <span class="n">change_color</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">X</span><span class="p">,</span> <span class="n">Y</span><span class="p">,</span> <span class="n">N</span><span class="o">=</span><span class="n">N</span><span class="p">,</span> <span class="n">H</span><span class="o">=</span><span class="n">H</span><span class="p">,</span> <span class="n">F</span><span class="o">=</span><span class="n">F</span><span class="p">,</span> <span class="n">C</span><span class="o">=</span><span class="n">C</span><span class="p">,</span> <span class="n">L</span><span class="o">=</span><span class="n">L_</span><span class="p">)</span>
 
@@ -990,11 +989,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/coloring/greedy_coloring.html b/_modules/networkx/algorithms/coloring/greedy_coloring.html
index 56f93c01..e471de37 100644
--- a/_modules/networkx/algorithms/coloring/greedy_coloring.html
+++ b/_modules/networkx/algorithms/coloring/greedy_coloring.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.coloring.greedy_coloring &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.coloring.greedy_coloring &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/coloring/greedy_coloring';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/coloring/greedy_coloring.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -659,7 +671,7 @@
         <span class="c1"># Yield the source node, then all the nodes in the specified</span>
         <span class="c1"># traversal order.</span>
         <span class="k">yield</span> <span class="n">source</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">_</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span> <span class="ow">in</span> <span class="n">traverse</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">subgraph</span><span class="p">(</span><span class="n">component</span><span class="p">),</span> <span class="n">source</span><span class="p">):</span>
+        <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">end</span> <span class="ow">in</span> <span class="n">traverse</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">subgraph</span><span class="p">(</span><span class="n">component</span><span class="p">),</span> <span class="n">source</span><span class="p">):</span>
             <span class="k">yield</span> <span class="n">end</span></div>
 
 
@@ -695,7 +707,7 @@
         <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">]:</span>
             <span class="n">distinct_colors</span><span class="p">[</span><span class="n">v</span><span class="p">]</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
 
-    <span class="k">while</span> <span class="ow">not</span> <span class="nb">len</span><span class="p">(</span><span class="n">G</span><span class="p">)</span> <span class="o">==</span> <span class="nb">len</span><span class="p">(</span><span class="n">colors</span><span class="p">):</span>
+    <span class="k">while</span> <span class="nb">len</span><span class="p">(</span><span class="n">G</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">colors</span><span class="p">):</span>
         <span class="c1"># Update the distinct color sets for the neighbors.</span>
         <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">color</span> <span class="ow">in</span> <span class="n">colors</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
             <span class="k">for</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">]:</span>
@@ -933,7 +945,7 @@
 
     <span class="n">graph</span> <span class="o">=</span> <span class="p">{</span><span class="n">node</span><span class="p">:</span> <span class="n">_Node</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">n</span><span class="p">)</span> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">G</span><span class="p">}</span>
 
-    <span class="k">for</span> <span class="p">(</span><span class="n">node1</span><span class="p">,</span> <span class="n">node2</span><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
+    <span class="k">for</span> <span class="n">node1</span><span class="p">,</span> <span class="n">node2</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
         <span class="n">adj_entry1</span> <span class="o">=</span> <span class="n">_AdjEntry</span><span class="p">(</span><span class="n">node2</span><span class="p">)</span>
         <span class="n">adj_entry2</span> <span class="o">=</span> <span class="n">_AdjEntry</span><span class="p">(</span><span class="n">node1</span><span class="p">)</span>
         <span class="n">adj_entry1</span><span class="o">.</span><span class="n">mate</span> <span class="o">=</span> <span class="n">adj_entry2</span>
@@ -962,7 +974,7 @@
             <span class="k">while</span> <span class="n">connected</span> <span class="ow">and</span> <span class="n">col1</span> <span class="o">&lt;</span> <span class="n">k</span><span class="p">:</span>
                 <span class="n">col1</span> <span class="o">+=</span> <span class="mi">1</span>
                 <span class="n">neighbor_cols</span> <span class="o">=</span> <span class="n">graph</span><span class="p">[</span><span class="n">node</span><span class="p">]</span><span class="o">.</span><span class="n">iter_neighbors_color</span><span class="p">(</span><span class="n">col1</span><span class="p">)</span>
-                <span class="n">col1_adj</span> <span class="o">=</span> <span class="p">[</span><span class="n">it</span> <span class="k">for</span> <span class="n">it</span> <span class="ow">in</span> <span class="n">neighbor_cols</span><span class="p">]</span>
+                <span class="n">col1_adj</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">neighbor_cols</span><span class="p">)</span>
 
                 <span class="n">col2</span> <span class="o">=</span> <span class="n">col1</span>
                 <span class="k">while</span> <span class="n">connected</span> <span class="ow">and</span> <span class="n">col2</span> <span class="o">&lt;</span> <span class="n">k</span><span class="p">:</span>
@@ -1038,11 +1050,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/communicability_alg.html b/_modules/networkx/algorithms/communicability_alg.html
index 1dfc1f31..07ead247 100644
--- a/_modules/networkx/algorithms/communicability_alg.html
+++ b/_modules/networkx/algorithms/communicability_alg.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.communicability_alg &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.communicability_alg &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/communicability_alg';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/communicability_alg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -499,7 +511,7 @@
 <span class="sd">       Communicability between all pairs of nodes in G  using spectral</span>
 <span class="sd">       decomposition.</span>
 <span class="sd">    communicability_betweenness_centrality:</span>
-<span class="sd">       Communicability betweeness centrality for each node in G.</span>
+<span class="sd">       Communicability betweenness centrality for each node in G.</span>
 
 <span class="sd">    Notes</span>
 <span class="sd">    -----</span>
@@ -579,7 +591,7 @@
 <span class="sd">    communicability:</span>
 <span class="sd">       Communicability between pairs of nodes in G.</span>
 <span class="sd">    communicability_betweenness_centrality:</span>
-<span class="sd">       Communicability betweeness centrality for each node in G.</span>
+<span class="sd">       Communicability betweenness centrality for each node in G.</span>
 
 <span class="sd">    Notes</span>
 <span class="sd">    -----</span>
@@ -636,11 +648,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/asyn_fluid.html b/_modules/networkx/algorithms/community/asyn_fluid.html
index 20e96907..899a97f3 100644
--- a/_modules/networkx/algorithms/community/asyn_fluid.html
+++ b/_modules/networkx/algorithms/community/asyn_fluid.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.asyn_fluid &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.asyn_fluid &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/asyn_fluid';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/asyn_fluid.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,7 +554,7 @@
     <span class="n">communities</span> <span class="o">=</span> <span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="n">i</span> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">n</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">vertices</span><span class="p">[:</span><span class="n">k</span><span class="p">])}</span>
     <span class="n">density</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="n">com_to_numvertices</span> <span class="o">=</span> <span class="p">{}</span>
-    <span class="k">for</span> <span class="n">vertex</span> <span class="ow">in</span> <span class="n">communities</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
+    <span class="k">for</span> <span class="n">vertex</span> <span class="ow">in</span> <span class="n">communities</span><span class="p">:</span>
         <span class="n">com_to_numvertices</span><span class="p">[</span><span class="n">communities</span><span class="p">[</span><span class="n">vertex</span><span class="p">]]</span> <span class="o">=</span> <span class="mi">1</span>
         <span class="n">density</span><span class="p">[</span><span class="n">communities</span><span class="p">[</span><span class="n">vertex</span><span class="p">]]</span> <span class="o">=</span> <span class="n">max_density</span>
     <span class="c1"># Set up control variables and start iterating</span>
@@ -622,11 +634,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/centrality.html b/_modules/networkx/algorithms/community/centrality.html
index 9b254f8f..38390274 100644
--- a/_modules/networkx/algorithms/community/centrality.html
+++ b/_modules/networkx/algorithms/community/centrality.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/centrality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/centrality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -645,11 +657,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/community_utils.html b/_modules/networkx/algorithms/community/community_utils.html
index 6fd1f51c..6f8b6696 100644
--- a/_modules/networkx/algorithms/community/community_utils.html
+++ b/_modules/networkx/algorithms/community/community_utils.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.community_utils &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.community_utils &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/community_utils';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/community_utils.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -502,11 +514,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/kclique.html b/_modules/networkx/algorithms/community/kclique.html
index 22546db6..85ae7f2b 100644
--- a/_modules/networkx/algorithms/community/kclique.html
+++ b/_modules/networkx/algorithms/community/kclique.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.kclique &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.kclique &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/kclique';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/kclique.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -554,11 +566,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/kernighan_lin.html b/_modules/networkx/algorithms/community/kernighan_lin.html
index 19f3c947..1f5a62fe 100644
--- a/_modules/networkx/algorithms/community/kernighan_lin.html
+++ b/_modules/networkx/algorithms/community/kernighan_lin.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.kernighan_lin &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.kernighan_lin &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/kernighan_lin';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/kernighan_lin.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,11 +624,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/label_propagation.html b/_modules/networkx/algorithms/community/label_propagation.html
index 31376342..ec65c8ac 100644
--- a/_modules/networkx/algorithms/community/label_propagation.html
+++ b/_modules/networkx/algorithms/community/label_propagation.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.label_propagation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.label_propagation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/label_propagation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/label_propagation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -532,7 +544,6 @@
         <span class="n">seed</span><span class="o">.</span><span class="n">shuffle</span><span class="p">(</span><span class="n">nodes</span><span class="p">)</span>
 
         <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">nodes</span><span class="p">:</span>
-
             <span class="k">if</span> <span class="ow">not</span> <span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">]:</span>
                 <span class="k">continue</span>
 
@@ -618,7 +629,7 @@
 
 <span class="sd">    Returns a dict keyed by color to a set of nodes with that color.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">coloring</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>  <span class="c1"># color =&gt; set(node)</span>
+    <span class="n">coloring</span> <span class="o">=</span> <span class="p">{}</span>  <span class="c1"># color =&gt; set(node)</span>
     <span class="n">colors</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">coloring</span><span class="o">.</span><span class="n">greedy_color</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
     <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">color</span> <span class="ow">in</span> <span class="n">colors</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
         <span class="k">if</span> <span class="n">color</span> <span class="ow">in</span> <span class="n">coloring</span><span class="p">:</span>
@@ -684,11 +695,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/louvain.html b/_modules/networkx/algorithms/community/louvain.html
index 89674161..7b2225c3 100644
--- a/_modules/networkx/algorithms/community/louvain.html
+++ b/_modules/networkx/algorithms/community/louvain.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.louvain &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.louvain &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/louvain';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/louvain.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -588,7 +600,7 @@
 <span class="sd">    A dendrogram is a diagram representing a tree and each level represents</span>
 <span class="sd">    a partition of the G graph. The top level contains the smallest communities</span>
 <span class="sd">    and as you traverse to the bottom of the tree the communities get bigger</span>
-<span class="sd">    and the overal modularity increases making the partition better.</span>
+<span class="sd">    and the overall modularity increases making the partition better.</span>
 
 <span class="sd">    Each level is generated by executing the two phases of the Louvain Community</span>
 <span class="sd">    Detection Algorithm.</span>
@@ -681,8 +693,8 @@
     <span class="k">if</span> <span class="n">is_directed</span><span class="p">:</span>
         <span class="n">in_degrees</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">in_degree</span><span class="p">(</span><span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">))</span>
         <span class="n">out_degrees</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">out_degree</span><span class="p">(</span><span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">))</span>
-        <span class="n">Stot_in</span> <span class="o">=</span> <span class="p">[</span><span class="n">deg</span> <span class="k">for</span> <span class="n">deg</span> <span class="ow">in</span> <span class="n">in_degrees</span><span class="o">.</span><span class="n">values</span><span class="p">()]</span>
-        <span class="n">Stot_out</span> <span class="o">=</span> <span class="p">[</span><span class="n">deg</span> <span class="k">for</span> <span class="n">deg</span> <span class="ow">in</span> <span class="n">out_degrees</span><span class="o">.</span><span class="n">values</span><span class="p">()]</span>
+        <span class="n">Stot_in</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">in_degrees</span><span class="o">.</span><span class="n">values</span><span class="p">())</span>
+        <span class="n">Stot_out</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">out_degrees</span><span class="o">.</span><span class="n">values</span><span class="p">())</span>
         <span class="c1"># Calculate weights for both in and out neighbours</span>
         <span class="n">nbrs</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="k">for</span> <span class="n">u</span> <span class="ow">in</span> <span class="n">G</span><span class="p">:</span>
@@ -693,7 +705,7 @@
                 <span class="n">nbrs</span><span class="p">[</span><span class="n">u</span><span class="p">][</span><span class="n">n</span><span class="p">]</span> <span class="o">+=</span> <span class="n">wt</span>
     <span class="k">else</span><span class="p">:</span>
         <span class="n">degrees</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">(</span><span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">))</span>
-        <span class="n">Stot</span> <span class="o">=</span> <span class="p">[</span><span class="n">deg</span> <span class="k">for</span> <span class="n">deg</span> <span class="ow">in</span> <span class="n">degrees</span><span class="o">.</span><span class="n">values</span><span class="p">()]</span>
+        <span class="n">Stot</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">degrees</span><span class="o">.</span><span class="n">values</span><span class="p">())</span>
         <span class="n">nbrs</span> <span class="o">=</span> <span class="p">{</span><span class="n">u</span><span class="p">:</span> <span class="p">{</span><span class="n">v</span><span class="p">:</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;weight&quot;</span><span class="p">]</span> <span class="k">for</span> <span class="n">v</span><span class="p">,</span> <span class="n">data</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">u</span><span class="p">]</span><span class="o">.</span><span class="n">items</span><span class="p">()</span> <span class="k">if</span> <span class="n">v</span> <span class="o">!=</span> <span class="n">u</span><span class="p">}</span> <span class="k">for</span> <span class="n">u</span> <span class="ow">in</span> <span class="n">G</span><span class="p">}</span>
     <span class="n">rand_nodes</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">)</span>
     <span class="n">seed</span><span class="o">.</span><span class="n">shuffle</span><span class="p">(</span><span class="n">rand_nodes</span><span class="p">)</span>
@@ -795,7 +807,7 @@
         <span class="n">com1</span> <span class="o">=</span> <span class="n">node2com</span><span class="p">[</span><span class="n">node1</span><span class="p">]</span>
         <span class="n">com2</span> <span class="o">=</span> <span class="n">node2com</span><span class="p">[</span><span class="n">node2</span><span class="p">]</span>
         <span class="n">temp</span> <span class="o">=</span> <span class="n">H</span><span class="o">.</span><span class="n">get_edge_data</span><span class="p">(</span><span class="n">com1</span><span class="p">,</span> <span class="n">com2</span><span class="p">,</span> <span class="p">{</span><span class="s2">&quot;weight&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">})[</span><span class="s2">&quot;weight&quot;</span><span class="p">]</span>
-        <span class="n">H</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span><span class="n">com1</span><span class="p">,</span> <span class="n">com2</span><span class="p">,</span> <span class="o">**</span><span class="p">{</span><span class="s2">&quot;weight&quot;</span><span class="p">:</span> <span class="n">wt</span> <span class="o">+</span> <span class="n">temp</span><span class="p">})</span>
+        <span class="n">H</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span><span class="n">com1</span><span class="p">,</span> <span class="n">com2</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="n">wt</span> <span class="o">+</span> <span class="n">temp</span><span class="p">)</span>
     <span class="k">return</span> <span class="n">H</span>
 
 
@@ -826,11 +838,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/lukes.html b/_modules/networkx/algorithms/community/lukes.html
index a5912a24..5e3d74db 100644
--- a/_modules/networkx/algorithms/community/lukes.html
+++ b/_modules/networkx/algorithms/community/lukes.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.lukes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.lukes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/lukes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/lukes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -489,7 +501,6 @@
 
 
 <div class="viewcode-block" id="lukes_partitioning"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.community.lukes.lukes_partitioning.html#networkx.algorithms.community.lukes.lukes_partitioning">[docs]</a><span class="k">def</span> <span class="nf">lukes_partitioning</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">max_size</span><span class="p">,</span> <span class="n">node_weight</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">edge_weight</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
-
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Optimal partitioning of a weighted tree using the Lukes algorithm.</span>
 
 <span class="sd">    This algorithm partitions a connected, acyclic graph featuring integer</span>
@@ -610,7 +621,6 @@
         <span class="k">return</span> <span class="n">ccx</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
 
     <span class="k">def</span> <span class="nf">_concatenate_or_merge</span><span class="p">(</span><span class="n">partition_1</span><span class="p">,</span> <span class="n">partition_2</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">i</span><span class="p">,</span> <span class="n">ref_weigth</span><span class="p">):</span>
-
         <span class="n">ccx</span> <span class="o">=</span> <span class="n">_pivot</span><span class="p">(</span><span class="n">partition_1</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span>
         <span class="n">cci</span> <span class="o">=</span> <span class="n">_pivot</span><span class="p">(</span><span class="n">partition_2</span><span class="p">,</span> <span class="n">i</span><span class="p">)</span>
         <span class="n">merged_xi</span> <span class="o">=</span> <span class="n">ccx</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">cci</span><span class="p">)</span>
@@ -630,13 +640,13 @@
     <span class="c1"># INITIALIZATION -----------------------</span>
     <span class="n">leaves</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">_leaves</span><span class="p">(</span><span class="n">t_G</span><span class="p">))</span>
     <span class="k">for</span> <span class="n">lv</span> <span class="ow">in</span> <span class="n">leaves</span><span class="p">:</span>
-        <span class="n">t_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">lv</span><span class="p">][</span><span class="n">PKEY</span><span class="p">]</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+        <span class="n">t_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">lv</span><span class="p">][</span><span class="n">PKEY</span><span class="p">]</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="n">slot</span> <span class="o">=</span> <span class="n">safe_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">lv</span><span class="p">][</span><span class="n">node_weight</span><span class="p">]</span>
         <span class="n">t_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">lv</span><span class="p">][</span><span class="n">PKEY</span><span class="p">][</span><span class="n">slot</span><span class="p">]</span> <span class="o">=</span> <span class="p">[{</span><span class="n">lv</span><span class="p">}]</span>
         <span class="n">t_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">lv</span><span class="p">][</span><span class="n">PKEY</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="p">[{</span><span class="n">lv</span><span class="p">}]</span>
 
     <span class="k">for</span> <span class="n">inner</span> <span class="ow">in</span> <span class="p">[</span><span class="n">x</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">t_G</span><span class="o">.</span><span class="n">nodes</span> <span class="k">if</span> <span class="n">x</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">leaves</span><span class="p">]:</span>
-        <span class="n">t_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">inner</span><span class="p">][</span><span class="n">PKEY</span><span class="p">]</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+        <span class="n">t_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">inner</span><span class="p">][</span><span class="n">PKEY</span><span class="p">]</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="n">slot</span> <span class="o">=</span> <span class="n">safe_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">inner</span><span class="p">][</span><span class="n">node_weight</span><span class="p">]</span>
         <span class="n">t_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">inner</span><span class="p">][</span><span class="n">PKEY</span><span class="p">][</span><span class="n">slot</span><span class="p">]</span> <span class="o">=</span> <span class="p">[{</span><span class="n">inner</span><span class="p">}]</span>
 
@@ -646,7 +656,7 @@
         <span class="n">weight_of_x</span> <span class="o">=</span> <span class="n">safe_G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">x_node</span><span class="p">][</span><span class="n">node_weight</span><span class="p">]</span>
         <span class="n">best_value</span> <span class="o">=</span> <span class="mi">0</span>
         <span class="n">best_partition</span> <span class="o">=</span> <span class="kc">None</span>
-        <span class="n">bp_buffer</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+        <span class="n">bp_buffer</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="n">x_descendants</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">descendants</span><span class="p">(</span><span class="n">t_G</span><span class="p">,</span> <span class="n">x_node</span><span class="p">)</span>
         <span class="k">for</span> <span class="n">i_node</span> <span class="ow">in</span> <span class="n">x_descendants</span><span class="p">:</span>
             <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">weight_of_x</span><span class="p">,</span> <span class="n">max_size</span> <span class="o">+</span> <span class="mi">1</span><span class="p">):</span>
@@ -702,11 +712,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/modularity_max.html b/_modules/networkx/algorithms/community/modularity_max.html
index 5d49fa9a..24e38cb6 100644
--- a/_modules/networkx/algorithms/community/modularity_max.html
+++ b/_modules/networkx/algorithms/community/modularity_max.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.modularity_max &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.modularity_max &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/modularity_max';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/modularity_max.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -700,7 +712,7 @@
 
 <span class="sd">    Greedy modularity maximization begins with each node in its own community</span>
 <span class="sd">    and repeatedly joins the pair of communities that lead to the largest</span>
-<span class="sd">    modularity until no futher increase in modularity is possible (a maximum).</span>
+<span class="sd">    modularity until no further increase in modularity is possible (a maximum).</span>
 <span class="sd">    Two keyword arguments adjust the stopping condition. `cutoff` is a lower</span>
 <span class="sd">    limit on the number of communities so you can stop the process before</span>
 <span class="sd">    reaching a maximum (used to save computation time). `best_n` is an upper</span>
@@ -864,7 +876,7 @@
 <span class="sd">    modularity</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="c1"># First create one community for each node</span>
-    <span class="n">communities</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">frozenset</span><span class="p">([</span><span class="n">u</span><span class="p">])</span> <span class="k">for</span> <span class="n">u</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">())</span>
+    <span class="n">communities</span> <span class="o">=</span> <span class="p">[</span><span class="nb">frozenset</span><span class="p">([</span><span class="n">u</span><span class="p">])</span> <span class="k">for</span> <span class="n">u</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">()]</span>
     <span class="c1"># Track merges</span>
     <span class="n">merges</span> <span class="o">=</span> <span class="p">[]</span>
     <span class="c1"># Greedily merge communities until no improvement is possible</span>
@@ -923,11 +935,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/community/quality.html b/_modules/networkx/algorithms/community/quality.html
index 42b8008b..8f3e2cfb 100644
--- a/_modules/networkx/algorithms/community/quality.html
+++ b/_modules/networkx/algorithms/community/quality.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.community.quality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.community.quality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/community/quality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/community/quality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -656,7 +668,7 @@
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
 <span class="sd">    Q : float</span>
-<span class="sd">        The modularity of the paritition.</span>
+<span class="sd">        The modularity of the partition.</span>
 
 <span class="sd">    Raises</span>
 <span class="sd">    ------</span>
@@ -817,11 +829,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/components/attracting.html b/_modules/networkx/algorithms/components/attracting.html
index d994b60b..d28002e2 100644
--- a/_modules/networkx/algorithms/components/attracting.html
+++ b/_modules/networkx/algorithms/components/attracting.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.components.attracting &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.components.attracting &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/components/attracting';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/components/attracting.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -586,11 +598,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/components/biconnected.html b/_modules/networkx/algorithms/components/biconnected.html
index 61be38ad..2cc460cb 100644
--- a/_modules/networkx/algorithms/components/biconnected.html
+++ b/_modules/networkx/algorithms/components/biconnected.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.components.biconnected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.components.biconnected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/components/biconnected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/components/biconnected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -863,11 +875,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/components/connected.html b/_modules/networkx/algorithms/components/connected.html
index 59ae2a4d..57fb7690 100644
--- a/_modules/networkx/algorithms/components/connected.html
+++ b/_modules/networkx/algorithms/components/connected.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.components.connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.components.connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/components/connected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/components/connected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -676,11 +688,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/components/semiconnected.html b/_modules/networkx/algorithms/components/semiconnected.html
index 8ceab779..c9200a41 100644
--- a/_modules/networkx/algorithms/components/semiconnected.html
+++ b/_modules/networkx/algorithms/components/semiconnected.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.components.semiconnected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.components.semiconnected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/components/semiconnected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/components/semiconnected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -539,11 +551,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/components/strongly_connected.html b/_modules/networkx/algorithms/components/strongly_connected.html
index 1232f536..b5819c99 100644
--- a/_modules/networkx/algorithms/components/strongly_connected.html
+++ b/_modules/networkx/algorithms/components/strongly_connected.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.components.strongly_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.components.strongly_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/components/strongly_connected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/components/strongly_connected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -913,11 +925,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/components/weakly_connected.html b/_modules/networkx/algorithms/components/weakly_connected.html
index 3e1b4d94..1a2a71c5 100644
--- a/_modules/networkx/algorithms/components/weakly_connected.html
+++ b/_modules/networkx/algorithms/components/weakly_connected.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.components.weakly_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.components.weakly_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/components/weakly_connected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/components/weakly_connected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -660,11 +672,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/connectivity.html b/_modules/networkx/algorithms/connectivity/connectivity.html
index 0d39d855..6a2bd211 100644
--- a/_modules/networkx/algorithms/connectivity/connectivity.html
+++ b/_modules/networkx/algorithms/connectivity/connectivity.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -658,7 +670,7 @@
     <span class="k">if</span> <span class="n">mapping</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
         <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXError</span><span class="p">(</span><span class="s2">&quot;Invalid auxiliary digraph.&quot;</span><span class="p">)</span>
 
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">residual</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">residual</span><span class="p">}</span>
     <span class="k">if</span> <span class="n">flow_func</span> <span class="ow">is</span> <span class="n">shortest_augmenting_path</span><span class="p">:</span>
         <span class="n">kwargs</span><span class="p">[</span><span class="s2">&quot;cutoff&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">cutoff</span>
         <span class="n">kwargs</span><span class="p">[</span><span class="s2">&quot;two_phase&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
@@ -793,7 +805,7 @@
     <span class="c1"># Reuse the auxiliary digraph and the residual network</span>
     <span class="n">H</span> <span class="o">=</span> <span class="n">build_auxiliary_node_connectivity</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
     <span class="n">R</span> <span class="o">=</span> <span class="n">build_residual_network</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="s2">&quot;capacity&quot;</span><span class="p">)</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">auxiliary</span><span class="o">=</span><span class="n">H</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">R</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;auxiliary&quot;</span><span class="p">:</span> <span class="n">H</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">R</span><span class="p">}</span>
 
     <span class="c1"># Pick a node with minimum degree</span>
     <span class="c1"># Node connectivity is bounded by degree.</span>
@@ -868,7 +880,7 @@
     <span class="c1"># Reuse the auxiliary digraph and the residual network</span>
     <span class="n">H</span> <span class="o">=</span> <span class="n">build_auxiliary_node_connectivity</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
     <span class="n">R</span> <span class="o">=</span> <span class="n">build_residual_network</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="s2">&quot;capacity&quot;</span><span class="p">)</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">auxiliary</span><span class="o">=</span><span class="n">H</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">R</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;auxiliary&quot;</span><span class="p">:</span> <span class="n">H</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">R</span><span class="p">}</span>
 
     <span class="n">num</span><span class="p">,</span> <span class="n">den</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span>
     <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">iter_func</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="mi">2</span><span class="p">):</span>
@@ -936,7 +948,7 @@
     <span class="n">H</span> <span class="o">=</span> <span class="n">build_auxiliary_node_connectivity</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
     <span class="n">mapping</span> <span class="o">=</span> <span class="n">H</span><span class="o">.</span><span class="n">graph</span><span class="p">[</span><span class="s2">&quot;mapping&quot;</span><span class="p">]</span>
     <span class="n">R</span> <span class="o">=</span> <span class="n">build_residual_network</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="s2">&quot;capacity&quot;</span><span class="p">)</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">auxiliary</span><span class="o">=</span><span class="n">H</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">R</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;auxiliary&quot;</span><span class="p">:</span> <span class="n">H</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">R</span><span class="p">}</span>
 
     <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">iter_func</span><span class="p">(</span><span class="n">nbunch</span><span class="p">,</span> <span class="mi">2</span><span class="p">):</span>
         <span class="n">K</span> <span class="o">=</span> <span class="n">local_node_connectivity</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
@@ -1094,7 +1106,7 @@
     <span class="k">else</span><span class="p">:</span>
         <span class="n">H</span> <span class="o">=</span> <span class="n">auxiliary</span>
 
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">residual</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">residual</span><span class="p">}</span>
     <span class="k">if</span> <span class="n">flow_func</span> <span class="ow">is</span> <span class="n">shortest_augmenting_path</span><span class="p">:</span>
         <span class="n">kwargs</span><span class="p">[</span><span class="s2">&quot;cutoff&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">cutoff</span>
         <span class="n">kwargs</span><span class="p">[</span><span class="s2">&quot;two_phase&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">True</span>
@@ -1223,7 +1235,7 @@
     <span class="c1"># reuse auxiliary digraph and residual network</span>
     <span class="n">H</span> <span class="o">=</span> <span class="n">build_auxiliary_edge_connectivity</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
     <span class="n">R</span> <span class="o">=</span> <span class="n">build_residual_network</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="s2">&quot;capacity&quot;</span><span class="p">)</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">auxiliary</span><span class="o">=</span><span class="n">H</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">R</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;auxiliary&quot;</span><span class="p">:</span> <span class="n">H</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">R</span><span class="p">}</span>
 
     <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
         <span class="c1"># Algorithm 8 in [1]</span>
@@ -1287,11 +1299,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/cuts.html b/_modules/networkx/algorithms/connectivity/cuts.html
index 56616899..c1de8916 100644
--- a/_modules/networkx/algorithms/connectivity/cuts.html
+++ b/_modules/networkx/algorithms/connectivity/cuts.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.cuts &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.cuts &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/cuts';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/cuts.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,7 +615,7 @@
     <span class="k">else</span><span class="p">:</span>
         <span class="n">H</span> <span class="o">=</span> <span class="n">auxiliary</span>
 
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">capacity</span><span class="o">=</span><span class="s2">&quot;capacity&quot;</span><span class="p">,</span> <span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">residual</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;capacity&quot;</span><span class="p">:</span> <span class="s2">&quot;capacity&quot;</span><span class="p">,</span> <span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">residual</span><span class="p">}</span>
 
     <span class="n">cut_value</span><span class="p">,</span> <span class="n">partition</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">minimum_cut</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">s</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
     <span class="n">reachable</span><span class="p">,</span> <span class="n">non_reachable</span> <span class="o">=</span> <span class="n">partition</span>
@@ -744,7 +756,7 @@
         <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXError</span><span class="p">(</span><span class="s2">&quot;Invalid auxiliary digraph.&quot;</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">has_edge</span><span class="p">(</span><span class="n">s</span><span class="p">,</span> <span class="n">t</span><span class="p">)</span> <span class="ow">or</span> <span class="n">G</span><span class="o">.</span><span class="n">has_edge</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">s</span><span class="p">):</span>
         <span class="k">return</span> <span class="p">{}</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">residual</span><span class="p">,</span> <span class="n">auxiliary</span><span class="o">=</span><span class="n">H</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">residual</span><span class="p">,</span> <span class="s2">&quot;auxiliary&quot;</span><span class="p">:</span> <span class="n">H</span><span class="p">}</span>
 
     <span class="c1"># The edge cut in the auxiliary digraph corresponds to the node cut in the</span>
     <span class="c1"># original graph.</span>
@@ -877,7 +889,7 @@
     <span class="c1"># Reuse the auxiliary digraph and the residual network.</span>
     <span class="n">H</span> <span class="o">=</span> <span class="n">build_auxiliary_node_connectivity</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
     <span class="n">R</span> <span class="o">=</span> <span class="n">build_residual_network</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="s2">&quot;capacity&quot;</span><span class="p">)</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">auxiliary</span><span class="o">=</span><span class="n">H</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">R</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;auxiliary&quot;</span><span class="p">:</span> <span class="n">H</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">R</span><span class="p">}</span>
 
     <span class="c1"># Choose a node with minimum degree.</span>
     <span class="n">v</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">)</span>
@@ -1000,7 +1012,7 @@
     <span class="c1"># reuse auxiliary digraph and residual network</span>
     <span class="n">H</span> <span class="o">=</span> <span class="n">build_auxiliary_edge_connectivity</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
     <span class="n">R</span> <span class="o">=</span> <span class="n">build_residual_network</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="s2">&quot;capacity&quot;</span><span class="p">)</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">R</span><span class="p">,</span> <span class="n">auxiliary</span><span class="o">=</span><span class="n">H</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">R</span><span class="p">,</span> <span class="s2">&quot;auxiliary&quot;</span><span class="p">:</span> <span class="n">H</span><span class="p">}</span>
 
     <span class="c1"># Local minimum edge cut if s and t are not None</span>
     <span class="k">if</span> <span class="n">s</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">t</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
@@ -1074,11 +1086,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/disjoint_paths.html b/_modules/networkx/algorithms/connectivity/disjoint_paths.html
index 9c0471c4..bd7a7c8a 100644
--- a/_modules/networkx/algorithms/connectivity/disjoint_paths.html
+++ b/_modules/networkx/algorithms/connectivity/disjoint_paths.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.disjoint_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.disjoint_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/disjoint_paths';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/disjoint_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -464,7 +476,7 @@
 <span></span><span class="sd">&quot;&quot;&quot;Flow based node and edge disjoint paths.&quot;&quot;&quot;</span>
 <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
 
-<span class="c1"># Define the default maximum flow function to use for the undelying</span>
+<span class="c1"># Define the default maximum flow function to use for the underlying</span>
 <span class="c1"># maximum flow computations</span>
 <span class="kn">from</span> <span class="nn">networkx.algorithms.flow</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">edmonds_karp</span><span class="p">,</span>
@@ -636,9 +648,12 @@
 
     <span class="c1"># Compute maximum flow between source and target. Flow functions in</span>
     <span class="c1"># NetworkX return a residual network.</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
-        <span class="n">capacity</span><span class="o">=</span><span class="s2">&quot;capacity&quot;</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">residual</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="n">cutoff</span><span class="p">,</span> <span class="n">value_only</span><span class="o">=</span><span class="kc">True</span>
-    <span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s2">&quot;capacity&quot;</span><span class="p">:</span> <span class="s2">&quot;capacity&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">residual</span><span class="p">,</span>
+        <span class="s2">&quot;cutoff&quot;</span><span class="p">:</span> <span class="n">cutoff</span><span class="p">,</span>
+        <span class="s2">&quot;value_only&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>
+    <span class="p">}</span>
     <span class="k">if</span> <span class="n">flow_func</span> <span class="ow">is</span> <span class="n">preflow_push</span><span class="p">:</span>
         <span class="k">del</span> <span class="n">kwargs</span><span class="p">[</span><span class="s2">&quot;cutoff&quot;</span><span class="p">]</span>
     <span class="k">if</span> <span class="n">flow_func</span> <span class="ow">is</span> <span class="n">shortest_augmenting_path</span><span class="p">:</span>
@@ -832,7 +847,12 @@
     <span class="k">else</span><span class="p">:</span>
         <span class="n">cutoff</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">cutoff</span><span class="p">,</span> <span class="n">possible</span><span class="p">)</span>
 
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">flow_func</span><span class="o">=</span><span class="n">flow_func</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">residual</span><span class="p">,</span> <span class="n">auxiliary</span><span class="o">=</span><span class="n">H</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="n">cutoff</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s2">&quot;flow_func&quot;</span><span class="p">:</span> <span class="n">flow_func</span><span class="p">,</span>
+        <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">residual</span><span class="p">,</span>
+        <span class="s2">&quot;auxiliary&quot;</span><span class="p">:</span> <span class="n">H</span><span class="p">,</span>
+        <span class="s2">&quot;cutoff&quot;</span><span class="p">:</span> <span class="n">cutoff</span><span class="p">,</span>
+    <span class="p">}</span>
 
     <span class="c1"># The edge disjoint paths in the auxiliary digraph correspond to the node</span>
     <span class="c1"># disjoint paths in the original graph.</span>
@@ -865,11 +885,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/edge_augmentation.html b/_modules/networkx/algorithms/connectivity/edge_augmentation.html
index 84d8553c..20630df2 100644
--- a/_modules/networkx/algorithms/connectivity/edge_augmentation.html
+++ b/_modules/networkx/algorithms/connectivity/edge_augmentation.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.edge_augmentation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.edge_augmentation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/edge_augmentation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/edge_augmentation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -725,7 +737,7 @@
             <span class="n">aug_edges</span> <span class="o">=</span> <span class="n">greedy_k_edge_augmentation</span><span class="p">(</span>
                 <span class="n">G</span><span class="p">,</span> <span class="n">k</span><span class="o">=</span><span class="n">k</span><span class="p">,</span> <span class="n">avail</span><span class="o">=</span><span class="n">avail</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="n">weight</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">0</span>
             <span class="p">)</span>
-        <span class="c1"># Do eager evaulation so we can catch any exceptions</span>
+        <span class="c1"># Do eager evaluation so we can catch any exceptions</span>
         <span class="c1"># Before executing partial code.</span>
         <span class="k">yield from</span> <span class="nb">list</span><span class="p">(</span><span class="n">aug_edges</span><span class="p">)</span>
     <span class="k">except</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXUnfeasible</span><span class="p">:</span>
@@ -831,13 +843,13 @@
             <span class="p">}</span>
             <span class="c1"># Remove potential augmenting edges</span>
             <span class="n">C</span><span class="o">.</span><span class="n">remove_edges_from</span><span class="p">(</span><span class="n">sub_avail</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
-            <span class="c1"># Find a subset of these edges that makes the compoment</span>
+            <span class="c1"># Find a subset of these edges that makes the component</span>
             <span class="c1"># k-edge-connected and ignore the rest</span>
             <span class="k">yield from</span> <span class="n">nx</span><span class="o">.</span><span class="n">k_edge_augmentation</span><span class="p">(</span><span class="n">C</span><span class="p">,</span> <span class="n">k</span><span class="o">=</span><span class="n">k</span><span class="p">,</span> <span class="n">avail</span><span class="o">=</span><span class="n">sub_avail</span><span class="p">)</span>
 
     <span class="c1"># Generate all edges between CCs that could not be k-edge-connected</span>
     <span class="k">for</span> <span class="n">cc1</span><span class="p">,</span> <span class="n">cc2</span> <span class="ow">in</span> <span class="n">it</span><span class="o">.</span><span class="n">combinations</span><span class="p">(</span><span class="n">k_edge_subgraphs</span><span class="p">,</span> <span class="mi">2</span><span class="p">):</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">_edges_between_disjoint</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">cc1</span><span class="p">,</span> <span class="n">cc2</span><span class="p">):</span>
+        <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">_edges_between_disjoint</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">cc1</span><span class="p">,</span> <span class="n">cc2</span><span class="p">):</span>
             <span class="n">d</span> <span class="o">=</span> <span class="n">H</span><span class="o">.</span><span class="n">get_edge_data</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span>
             <span class="n">edge</span> <span class="o">=</span> <span class="n">d</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;generator&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
             <span class="k">if</span> <span class="n">edge</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
@@ -1005,7 +1017,7 @@
 <span class="sd">    -----</span>
 <span class="sd">    Each node in the metagraph is a k-edge-connected component in the original</span>
 <span class="sd">    graph.  We don&#39;t care about any edge within the same k-edge-connected</span>
-<span class="sd">    component, so we ignore self edges.  We also are only intereseted in the</span>
+<span class="sd">    component, so we ignore self edges.  We also are only interested in the</span>
 <span class="sd">    minimum weight edge bridging each k-edge-connected component so, we group</span>
 <span class="sd">    the edges by meta-edge and take the lightest in each group.</span>
 
@@ -1686,7 +1698,7 @@
 
     <span class="c1"># Incrementally add edges in until we are k-connected</span>
     <span class="n">H</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">avail_uv</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">avail_uv</span><span class="p">:</span>
         <span class="n">done</span> <span class="o">=</span> <span class="kc">False</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">is_locally_k_edge_connected</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">k</span><span class="o">=</span><span class="n">k</span><span class="p">):</span>
             <span class="c1"># Only add edges in parts that are not yet locally k-edge-connected</span>
@@ -1704,7 +1716,7 @@
 
     <span class="c1"># Randomized attempt to reduce the size of the solution</span>
     <span class="n">_compat_shuffle</span><span class="p">(</span><span class="n">seed</span><span class="p">,</span> <span class="n">aug_edges</span><span class="p">)</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">list</span><span class="p">(</span><span class="n">aug_edges</span><span class="p">):</span>
+    <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">list</span><span class="p">(</span><span class="n">aug_edges</span><span class="p">):</span>
         <span class="c1"># Don&#39;t remove if we know it would break connectivity</span>
         <span class="k">if</span> <span class="n">H</span><span class="o">.</span><span class="n">degree</span><span class="p">(</span><span class="n">u</span><span class="p">)</span> <span class="o">&lt;=</span> <span class="n">k</span> <span class="ow">or</span> <span class="n">H</span><span class="o">.</span><span class="n">degree</span><span class="p">(</span><span class="n">v</span><span class="p">)</span> <span class="o">&lt;=</span> <span class="n">k</span><span class="p">:</span>
             <span class="k">continue</span>
@@ -1731,11 +1743,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/edge_kcomponents.html b/_modules/networkx/algorithms/connectivity/edge_kcomponents.html
index e8794442..28060411 100644
--- a/_modules/networkx/algorithms/connectivity/edge_kcomponents.html
+++ b/_modules/networkx/algorithms/connectivity/edge_kcomponents.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.edge_kcomponents &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.edge_kcomponents &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/edge_kcomponents';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/edge_kcomponents.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1056,11 +1068,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/kcomponents.html b/_modules/networkx/algorithms/connectivity/kcomponents.html
index 193495fe..045c87f7 100644
--- a/_modules/networkx/algorithms/connectivity/kcomponents.html
+++ b/_modules/networkx/algorithms/connectivity/kcomponents.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.kcomponents &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.kcomponents &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/kcomponents';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/kcomponents.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -641,10 +653,7 @@
 
 <span class="k">def</span> <span class="nf">_generate_partition</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">cuts</span><span class="p">,</span> <span class="n">k</span><span class="p">):</span>
     <span class="k">def</span> <span class="nf">has_nbrs_in_partition</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">node</span><span class="p">,</span> <span class="n">partition</span><span class="p">):</span>
-        <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">]:</span>
-            <span class="k">if</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">partition</span><span class="p">:</span>
-                <span class="k">return</span> <span class="kc">True</span>
-        <span class="k">return</span> <span class="kc">False</span>
+        <span class="k">return</span> <span class="nb">any</span><span class="p">(</span><span class="n">n</span> <span class="ow">in</span> <span class="n">partition</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">])</span>
 
     <span class="n">components</span> <span class="o">=</span> <span class="p">[]</span>
     <span class="n">nodes</span> <span class="o">=</span> <span class="p">{</span><span class="n">n</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">()</span> <span class="k">if</span> <span class="n">d</span> <span class="o">&gt;</span> <span class="n">k</span><span class="p">}</span> <span class="o">-</span> <span class="p">{</span><span class="n">n</span> <span class="k">for</span> <span class="n">cut</span> <span class="ow">in</span> <span class="n">cuts</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">cut</span><span class="p">}</span>
@@ -661,7 +670,7 @@
 
 
 <span class="k">def</span> <span class="nf">_reconstruct_k_components</span><span class="p">(</span><span class="n">k_comps</span><span class="p">):</span>
-    <span class="n">result</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+    <span class="n">result</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="n">max_k</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">k_comps</span><span class="p">)</span>
     <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="nb">reversed</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">max_k</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)):</span>
         <span class="k">if</span> <span class="n">k</span> <span class="o">==</span> <span class="n">max_k</span><span class="p">:</span>
@@ -699,11 +708,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/kcutsets.html b/_modules/networkx/algorithms/connectivity/kcutsets.html
index c9190cb6..6d17298c 100644
--- a/_modules/networkx/algorithms/connectivity/kcutsets.html
+++ b/_modules/networkx/algorithms/connectivity/kcutsets.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.kcutsets &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.kcutsets &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/kcutsets';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/kcutsets.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -571,7 +583,7 @@
     <span class="c1"># Shallow copy is enough.</span>
     <span class="n">original_H_pred</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">H</span><span class="o">.</span><span class="n">_pred</span><span class="p">)</span>
     <span class="n">R</span> <span class="o">=</span> <span class="n">build_residual_network</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="s2">&quot;capacity&quot;</span><span class="p">)</span>
-    <span class="n">kwargs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">capacity</span><span class="o">=</span><span class="s2">&quot;capacity&quot;</span><span class="p">,</span> <span class="n">residual</span><span class="o">=</span><span class="n">R</span><span class="p">)</span>
+    <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;capacity&quot;</span><span class="p">:</span> <span class="s2">&quot;capacity&quot;</span><span class="p">,</span> <span class="s2">&quot;residual&quot;</span><span class="p">:</span> <span class="n">R</span><span class="p">}</span>
     <span class="c1"># Define default flow function</span>
     <span class="k">if</span> <span class="n">flow_func</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">flow_func</span> <span class="o">=</span> <span class="n">default_flow_func</span>
@@ -707,11 +719,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/stoerwagner.html b/_modules/networkx/algorithms/connectivity/stoerwagner.html
index f46c1ec0..dc71fff0 100644
--- a/_modules/networkx/algorithms/connectivity/stoerwagner.html
+++ b/_modules/networkx/algorithms/connectivity/stoerwagner.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.stoerwagner &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.stoerwagner &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/stoerwagner';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/stoerwagner.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,11 +636,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/connectivity/utils.html b/_modules/networkx/algorithms/connectivity/utils.html
index a1a59b07..80647d80 100644
--- a/_modules/networkx/algorithms/connectivity/utils.html
+++ b/_modules/networkx/algorithms/connectivity/utils.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.connectivity.utils &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.utils &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/connectivity/utils';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/connectivity/utils.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -510,7 +522,7 @@
         <span class="n">H</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">A&quot;</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">B&quot;</span><span class="p">,</span> <span class="n">capacity</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
 
     <span class="n">edges</span> <span class="o">=</span> <span class="p">[]</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
+    <span class="k">for</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
         <span class="n">edges</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">mapping</span><span class="p">[</span><span class="n">source</span><span class="p">]</span><span class="si">}</span><span class="s2">B&quot;</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">mapping</span><span class="p">[</span><span class="n">target</span><span class="p">]</span><span class="si">}</span><span class="s2">A&quot;</span><span class="p">))</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">directed</span><span class="p">:</span>
             <span class="n">edges</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">mapping</span><span class="p">[</span><span class="n">target</span><span class="p">]</span><span class="si">}</span><span class="s2">B&quot;</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">mapping</span><span class="p">[</span><span class="n">source</span><span class="p">]</span><span class="si">}</span><span class="s2">A&quot;</span><span class="p">))</span>
@@ -543,7 +555,7 @@
     <span class="k">else</span><span class="p">:</span>
         <span class="n">H</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">DiGraph</span><span class="p">()</span>
         <span class="n">H</span><span class="o">.</span><span class="n">add_nodes_from</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">())</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
+        <span class="k">for</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
             <span class="n">H</span><span class="o">.</span><span class="n">add_edges_from</span><span class="p">([(</span><span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="p">),</span> <span class="p">(</span><span class="n">target</span><span class="p">,</span> <span class="n">source</span><span class="p">)],</span> <span class="n">capacity</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
         <span class="k">return</span> <span class="n">H</span></div>
 </pre></div>
@@ -560,11 +572,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/core.html b/_modules/networkx/algorithms/core.html
index 68607fce..744e681a 100644
--- a/_modules/networkx/algorithms/core.html
+++ b/_modules/networkx/algorithms/core.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.core &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.core &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/core';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/core.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -964,7 +976,7 @@
     <span class="n">current_core</span> <span class="o">=</span> <span class="mi">1</span>
     <span class="n">current_layer</span> <span class="o">=</span> <span class="mi">1</span>
     <span class="c1"># Sets vertices of degree 0 to layer 1, if any.</span>
-    <span class="n">isolated_nodes</span> <span class="o">=</span> <span class="p">[</span><span class="n">v</span> <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">isolates</span><span class="p">(</span><span class="n">G</span><span class="p">)]</span>
+    <span class="n">isolated_nodes</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">isolates</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
     <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">isolated_nodes</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
         <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">isolated_nodes</span><span class="p">:</span>
             <span class="n">od_layers</span><span class="p">[</span><span class="n">v</span><span class="p">]</span> <span class="o">=</span> <span class="n">current_layer</span>
@@ -1009,11 +1021,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/covering.html b/_modules/networkx/algorithms/covering.html
index e8efd5fe..30aef4ec 100644
--- a/_modules/networkx/algorithms/covering.html
+++ b/_modules/networkx/algorithms/covering.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.covering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.covering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/covering';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/covering.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -615,11 +627,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/cuts.html b/_modules/networkx/algorithms/cuts.html
index 1dfbeef8..ab64bfd1 100644
--- a/_modules/networkx/algorithms/cuts.html
+++ b/_modules/networkx/algorithms/cuts.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.cuts &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.cuts &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/cuts';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/cuts.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -875,11 +887,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/cycles.html b/_modules/networkx/algorithms/cycles.html
index 591aa56e..a645326c 100644
--- a/_modules/networkx/algorithms/cycles.html
+++ b/_modules/networkx/algorithms/cycles.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.cycles &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.cycles &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/cycles';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/cycles.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -732,6 +744,7 @@
 <span class="sd">    --------</span>
 <span class="sd">    simple_cycles, cycle_basis</span>
 <span class="sd">    &quot;&quot;&quot;</span>
+
     <span class="c1"># Jon Olav Vik, 2010-08-09</span>
     <span class="k">def</span> <span class="nf">_unblock</span><span class="p">(</span><span class="n">thisnode</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Recursively unblock and remove nodes from B[thisnode].&quot;&quot;&quot;</span>
@@ -992,7 +1005,7 @@
 <span class="sd">    --------</span>
 <span class="sd">    simple_cycles, cycle_basis</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="c1"># We first split the graph in commected subgraphs</span>
+    <span class="c1"># We first split the graph in connected subgraphs</span>
     <span class="k">return</span> <span class="nb">sum</span><span class="p">(</span>
         <span class="p">(</span><span class="n">_min_cycle_basis</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">subgraph</span><span class="p">(</span><span class="n">c</span><span class="p">),</span> <span class="n">weight</span><span class="p">)</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">connected_components</span><span class="p">(</span><span class="n">G</span><span class="p">)),</span>
         <span class="p">[],</span>
@@ -1092,11 +1105,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/d_separation.html b/_modules/networkx/algorithms/d_separation.html
index f95c23cb..f9120206 100644
--- a/_modules/networkx/algorithms/d_separation.html
+++ b/_modules/networkx/algorithms/d_separation.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.d_separation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.d_separation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/d_separation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/d_separation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -882,7 +894,7 @@
 <span class="sd">    marked : set</span>
 <span class="sd">        A set of nodes that were marked.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">visited</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+    <span class="n">visited</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="n">marked</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
     <span class="n">queue</span> <span class="o">=</span> <span class="p">[]</span>
 
@@ -916,11 +928,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/dag.html b/_modules/networkx/algorithms/dag.html
index 6cf6ed34..2ae88154 100644
--- a/_modules/networkx/algorithms/dag.html
+++ b/_modules/networkx/algorithms/dag.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.dag &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.dag &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/dag';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/dag.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1546,7 +1558,7 @@
             <span class="n">i</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">G</span><span class="p">[</span><span class="n">u</span><span class="p">][</span><span class="n">v</span><span class="p">],</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">G</span><span class="p">[</span><span class="n">u</span><span class="p">][</span><span class="n">v</span><span class="p">][</span><span class="n">x</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">weight</span><span class="p">,</span> <span class="n">default_weight</span><span class="p">))</span>
             <span class="n">path_length</span> <span class="o">+=</span> <span class="n">G</span><span class="p">[</span><span class="n">u</span><span class="p">][</span><span class="n">v</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">weight</span><span class="p">,</span> <span class="n">default_weight</span><span class="p">)</span>
     <span class="k">else</span><span class="p">:</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">pairwise</span><span class="p">(</span><span class="n">path</span><span class="p">):</span>
+        <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">pairwise</span><span class="p">(</span><span class="n">path</span><span class="p">):</span>
             <span class="n">path_length</span> <span class="o">+=</span> <span class="n">G</span><span class="p">[</span><span class="n">u</span><span class="p">][</span><span class="n">v</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">weight</span><span class="p">,</span> <span class="n">default_weight</span><span class="p">)</span>
 
     <span class="k">return</span> <span class="n">path_length</span></div>
@@ -1710,11 +1722,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/distance_measures.html b/_modules/networkx/algorithms/distance_measures.html
index b67c0356..b720b931 100644
--- a/_modules/networkx/algorithms/distance_measures.html
+++ b/_modules/networkx/algorithms/distance_measures.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.distance_measures &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.distance_measures &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/distance_measures';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/distance_measures.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1184,15 +1196,15 @@
 
     <span class="k">if</span> <span class="n">invert_weight</span> <span class="ow">and</span> <span class="n">weight</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
         <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
-            <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">k</span><span class="p">,</span> <span class="n">d</span><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">keys</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">k</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">keys</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
                 <span class="n">d</span><span class="p">[</span><span class="n">weight</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span> <span class="o">/</span> <span class="n">d</span><span class="p">[</span><span class="n">weight</span><span class="p">]</span>
         <span class="k">else</span><span class="p">:</span>
-            <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">d</span><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
                 <span class="n">d</span><span class="p">[</span><span class="n">weight</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span> <span class="o">/</span> <span class="n">d</span><span class="p">[</span><span class="n">weight</span><span class="p">]</span>
     <span class="c1"># Replace with collapsing topology or approximated zero?</span>
 
     <span class="c1"># Using determinants to compute the effective resistance is more memory</span>
-    <span class="c1"># efficent than directly calculating the psuedo-inverse</span>
+    <span class="c1"># efficient than directly calculating the psuedo-inverse</span>
     <span class="n">L</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">laplacian_matrix</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">node_list</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="n">weight</span><span class="p">)</span><span class="o">.</span><span class="n">asformat</span><span class="p">(</span><span class="s2">&quot;csc&quot;</span><span class="p">)</span>
     <span class="n">indices</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="n">L</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
     <span class="c1"># w/ nodeA removed</span>
@@ -1205,7 +1217,7 @@
     <span class="c1"># Factorize Laplacian submatrixes and extract diagonals</span>
     <span class="c1"># Order the diagonals to minimize the likelihood over overflows</span>
     <span class="c1"># during computing the determinant</span>
-    <span class="n">lu_a</span> <span class="o">=</span> <span class="n">sp</span><span class="o">.</span><span class="n">sparse</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">splu</span><span class="p">(</span><span class="n">L_a</span><span class="p">,</span> <span class="n">options</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">SymmetricMode</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+    <span class="n">lu_a</span> <span class="o">=</span> <span class="n">sp</span><span class="o">.</span><span class="n">sparse</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">splu</span><span class="p">(</span><span class="n">L_a</span><span class="p">,</span> <span class="n">options</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;SymmetricMode&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">})</span>
     <span class="n">LdiagA</span> <span class="o">=</span> <span class="n">lu_a</span><span class="o">.</span><span class="n">U</span><span class="o">.</span><span class="n">diagonal</span><span class="p">()</span>
     <span class="n">LdiagA_s</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">product</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sign</span><span class="p">(</span><span class="n">LdiagA</span><span class="p">))</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">product</span><span class="p">(</span><span class="n">lu_a</span><span class="o">.</span><span class="n">L</span><span class="o">.</span><span class="n">diagonal</span><span class="p">())</span>
     <span class="n">LdiagA_s</span> <span class="o">*=</span> <span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="o">**</span> <span class="n">_count_lu_permutations</span><span class="p">(</span><span class="n">lu_a</span><span class="o">.</span><span class="n">perm_r</span><span class="p">)</span>
@@ -1213,7 +1225,7 @@
     <span class="n">LdiagA</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">absolute</span><span class="p">(</span><span class="n">LdiagA</span><span class="p">)</span>
     <span class="n">LdiagA</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">LdiagA</span><span class="p">)</span>
 
-    <span class="n">lu_ab</span> <span class="o">=</span> <span class="n">sp</span><span class="o">.</span><span class="n">sparse</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">splu</span><span class="p">(</span><span class="n">L_ab</span><span class="p">,</span> <span class="n">options</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">SymmetricMode</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+    <span class="n">lu_ab</span> <span class="o">=</span> <span class="n">sp</span><span class="o">.</span><span class="n">sparse</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">splu</span><span class="p">(</span><span class="n">L_ab</span><span class="p">,</span> <span class="n">options</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;SymmetricMode&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">})</span>
     <span class="n">LdiagAB</span> <span class="o">=</span> <span class="n">lu_ab</span><span class="o">.</span><span class="n">U</span><span class="o">.</span><span class="n">diagonal</span><span class="p">()</span>
     <span class="n">LdiagAB_s</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">product</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sign</span><span class="p">(</span><span class="n">LdiagAB</span><span class="p">))</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">product</span><span class="p">(</span><span class="n">lu_ab</span><span class="o">.</span><span class="n">L</span><span class="o">.</span><span class="n">diagonal</span><span class="p">())</span>
     <span class="n">LdiagAB_s</span> <span class="o">*=</span> <span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="o">**</span> <span class="n">_count_lu_permutations</span><span class="p">(</span><span class="n">lu_ab</span><span class="o">.</span><span class="n">perm_r</span><span class="p">)</span>
@@ -1240,11 +1252,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/distance_regular.html b/_modules/networkx/algorithms/distance_regular.html
index d4909128..e9e66922 100644
--- a/_modules/networkx/algorithms/distance_regular.html
+++ b/_modules/networkx/algorithms/distance_regular.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.distance_regular &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.distance_regular &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/distance_regular';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/distance_regular.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -706,11 +718,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/dominance.html b/_modules/networkx/algorithms/dominance.html
index 9085730b..cf295b95 100644
--- a/_modules/networkx/algorithms/dominance.html
+++ b/_modules/networkx/algorithms/dominance.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.dominance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.dominance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/dominance';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/dominance.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,11 +620,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/dominating.html b/_modules/networkx/algorithms/dominating.html
index 123655a1..e31d68b6 100644
--- a/_modules/networkx/algorithms/dominating.html
+++ b/_modules/networkx/algorithms/dominating.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.dominating &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.dominating &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/dominating';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/dominating.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -568,11 +580,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/efficiency_measures.html b/_modules/networkx/algorithms/efficiency_measures.html
index 652ce0b2..fb74eaf3 100644
--- a/_modules/networkx/algorithms/efficiency_measures.html
+++ b/_modules/networkx/algorithms/efficiency_measures.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.efficiency_measures &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.efficiency_measures &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/efficiency_measures';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/efficiency_measures.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -640,11 +652,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/euler.html b/_modules/networkx/algorithms/euler.html
index 0afa0b74..3a935c9d 100644
--- a/_modules/networkx/algorithms/euler.html
+++ b/_modules/networkx/algorithms/euler.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.euler &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.euler &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/euler';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/euler.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -938,11 +950,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/boykovkolmogorov.html b/_modules/networkx/algorithms/flow/boykovkolmogorov.html
index f456aad0..fc8379b4 100644
--- a/_modules/networkx/algorithms/flow/boykovkolmogorov.html
+++ b/_modules/networkx/algorithms/flow/boykovkolmogorov.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.boykovkolmogorov &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.boykovkolmogorov &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/boykovkolmogorov';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/boykovkolmogorov.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -780,7 +792,7 @@
         <span class="n">v</span> <span class="o">=</span> <span class="n">n</span>
         <span class="k">while</span> <span class="n">v</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
             <span class="n">path</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">v</span><span class="p">)</span>
-            <span class="k">if</span> <span class="n">v</span> <span class="o">==</span> <span class="n">s</span> <span class="ow">or</span> <span class="n">v</span> <span class="o">==</span> <span class="n">t</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">v</span> <span class="ow">in</span> <span class="p">(</span><span class="n">s</span><span class="p">,</span> <span class="n">t</span><span class="p">):</span>
                 <span class="n">base_dist</span> <span class="o">=</span> <span class="mi">0</span>
                 <span class="k">break</span>
             <span class="k">elif</span> <span class="n">timestamp</span><span class="p">[</span><span class="n">v</span><span class="p">]</span> <span class="o">==</span> <span class="n">time</span><span class="p">:</span>
@@ -842,11 +854,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/capacityscaling.html b/_modules/networkx/algorithms/flow/capacityscaling.html
index dbf60083..648c58ed 100644
--- a/_modules/networkx/algorithms/flow/capacityscaling.html
+++ b/_modules/networkx/algorithms/flow/capacityscaling.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.capacityscaling &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.capacityscaling &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/capacityscaling';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/capacityscaling.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -753,7 +765,7 @@
         <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">selfloop_edges</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
     <span class="p">)</span>
 
-    <span class="c1"># Determine the maxmimum edge capacity.</span>
+    <span class="c1"># Determine the maximum edge capacity.</span>
     <span class="n">wmax</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">chain</span><span class="p">([</span><span class="o">-</span><span class="n">inf</span><span class="p">],</span> <span class="p">(</span><span class="n">e</span><span class="p">[</span><span class="s2">&quot;capacity&quot;</span><span class="p">]</span> <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">R</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">))))</span>
     <span class="k">if</span> <span class="n">wmax</span> <span class="o">==</span> <span class="o">-</span><span class="n">inf</span><span class="p">:</span>
         <span class="c1"># Residual network has no edges.</span>
@@ -879,11 +891,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/dinitz_alg.html b/_modules/networkx/algorithms/flow/dinitz_alg.html
index 28f39557..8ef4f744 100644
--- a/_modules/networkx/algorithms/flow/dinitz_alg.html
+++ b/_modules/networkx/algorithms/flow/dinitz_alg.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.dinitz_alg &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.dinitz_alg &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/dinitz_alg';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/dinitz_alg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -686,11 +698,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/edmondskarp.html b/_modules/networkx/algorithms/flow/edmondskarp.html
index 8c2ee927..f686d9f8 100644
--- a/_modules/networkx/algorithms/flow/edmondskarp.html
+++ b/_modules/networkx/algorithms/flow/edmondskarp.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.edmondskarp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.edmondskarp &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/edmondskarp';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/edmondskarp.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -714,11 +726,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/gomory_hu.html b/_modules/networkx/algorithms/flow/gomory_hu.html
index 03d2775a..268e531d 100644
--- a/_modules/networkx/algorithms/flow/gomory_hu.html
+++ b/_modules/networkx/algorithms/flow/gomory_hu.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.gomory_hu &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.gomory_hu &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/gomory_hu';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/gomory_hu.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -651,11 +663,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/maxflow.html b/_modules/networkx/algorithms/flow/maxflow.html
index 7c1a0fdc..8dcc91ee 100644
--- a/_modules/networkx/algorithms/flow/maxflow.html
+++ b/_modules/networkx/algorithms/flow/maxflow.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.maxflow &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.maxflow &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/maxflow';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/maxflow.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1078,11 +1090,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/mincost.html b/_modules/networkx/algorithms/flow/mincost.html
index 8bfc9daf..c57bf299 100644
--- a/_modules/networkx/algorithms/flow/mincost.html
+++ b/_modules/networkx/algorithms/flow/mincost.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.mincost &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.mincost &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/mincost';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/mincost.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -806,11 +818,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/networksimplex.html b/_modules/networkx/algorithms/flow/networksimplex.html
index e125a490..0fe5e2f3 100644
--- a/_modules/networkx/algorithms/flow/networksimplex.html
+++ b/_modules/networkx/algorithms/flow/networksimplex.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.networksimplex &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.networksimplex &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/networksimplex';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/networksimplex.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -478,7 +490,6 @@
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
         <span class="bp">self</span><span class="p">,</span> <span class="n">G</span><span class="p">,</span> <span class="n">multigraph</span><span class="p">,</span> <span class="n">demand</span><span class="o">=</span><span class="s2">&quot;demand&quot;</span><span class="p">,</span> <span class="n">capacity</span><span class="o">=</span><span class="s2">&quot;capacity&quot;</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span>
     <span class="p">):</span>
-
         <span class="c1"># Number all nodes and edges and hereafter reference them using ONLY their numbers</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">node_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>  <span class="c1"># nodes</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">node_indices</span> <span class="o">=</span> <span class="p">{</span><span class="n">u</span><span class="p">:</span> <span class="n">i</span> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">u</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">node_list</span><span class="p">)}</span>  <span class="c1"># node indices</span>
@@ -1139,11 +1150,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/preflowpush.html b/_modules/networkx/algorithms/flow/preflowpush.html
index eac762cc..12d6a9d6 100644
--- a/_modules/networkx/algorithms/flow/preflowpush.html
+++ b/_modules/networkx/algorithms/flow/preflowpush.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.preflowpush &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.preflowpush &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/preflowpush';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/preflowpush.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -898,11 +910,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/shortestaugmentingpath.html b/_modules/networkx/algorithms/flow/shortestaugmentingpath.html
index d66305e1..ab7822b6 100644
--- a/_modules/networkx/algorithms/flow/shortestaugmentingpath.html
+++ b/_modules/networkx/algorithms/flow/shortestaugmentingpath.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.shortestaugmentingpath &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.shortestaugmentingpath &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/shortestaugmentingpath';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/shortestaugmentingpath.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -773,11 +785,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/flow/utils.html b/_modules/networkx/algorithms/flow/utils.html
index 5d37c97e..56d7f30e 100644
--- a/_modules/networkx/algorithms/flow/utils.html
+++ b/_modules/networkx/algorithms/flow/utils.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.flow.utils &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.flow.utils &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/flow/utils';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/flow/utils.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -656,11 +668,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/graph_hashing.html b/_modules/networkx/algorithms/graph_hashing.html
index b94e024d..04740b3b 100644
--- a/_modules/networkx/algorithms/graph_hashing.html
+++ b/_modules/networkx/algorithms/graph_hashing.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.graph_hashing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.graph_hashing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/graph_hashing';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/graph_hashing.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -779,11 +791,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/graphical.html b/_modules/networkx/algorithms/graphical.html
index b7fce3d7..f186a519 100644
--- a/_modules/networkx/algorithms/graphical.html
+++ b/_modules/networkx/algorithms/graphical.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.graphical &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.graphical &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/graphical';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/graphical.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -880,11 +892,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/hierarchy.html b/_modules/networkx/algorithms/hierarchy.html
index 48a0787f..72be687c 100644
--- a/_modules/networkx/algorithms/hierarchy.html
+++ b/_modules/networkx/algorithms/hierarchy.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.hierarchy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.hierarchy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/hierarchy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/hierarchy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -522,11 +534,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/hybrid.html b/_modules/networkx/algorithms/hybrid.html
index 71d62f62..882a5ed6 100644
--- a/_modules/networkx/algorithms/hybrid.html
+++ b/_modules/networkx/algorithms/hybrid.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.hybrid &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.hybrid &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/hybrid';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/hybrid.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,11 +680,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/isolate.html b/_modules/networkx/algorithms/isolate.html
index 6df3744c..1060b46a 100644
--- a/_modules/networkx/algorithms/isolate.html
+++ b/_modules/networkx/algorithms/isolate.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.isolate &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isolate &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/isolate';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/isolate.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,11 +594,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/isomorphism/ismags.html b/_modules/networkx/algorithms/isomorphism/ismags.html
index 475e53d7..ce8cc55c 100644
--- a/_modules/networkx/algorithms/isomorphism/ismags.html
+++ b/_modules/networkx/algorithms/isomorphism/ismags.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.isomorphism.ismags &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isomorphism.ismags &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/isomorphism/ismags';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/isomorphism/ismags.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -599,7 +611,7 @@
         <span class="k">pass</span>
     <span class="k">else</span><span class="p">:</span>
         <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">shape</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
-            <span class="n">message</span> <span class="o">=</span> <span class="s2">&quot;The function does not works on multidimension arrays.&quot;</span>
+            <span class="n">message</span> <span class="o">=</span> <span class="s2">&quot;The function does not works on multidimensional arrays.&quot;</span>
             <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span><span class="n">message</span><span class="p">)</span> <span class="kn">from</span> <span class="bp">None</span>
 
     <span class="n">iterator</span> <span class="o">=</span> <span class="nb">iter</span><span class="p">(</span><span class="n">iterable</span><span class="p">)</span>
@@ -659,7 +671,7 @@
 <span class="sd">    -------</span>
 <span class="sd">    dict</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">colors</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+    <span class="n">colors</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="k">for</span> <span class="n">color</span><span class="p">,</span> <span class="n">keys</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">partitions</span><span class="p">):</span>
         <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">keys</span><span class="p">:</span>
             <span class="n">colors</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">color</span>
@@ -689,7 +701,7 @@
 
 <div class="viewcode-block" id="ISMAGS"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.isomorphism.ISMAGS.html#networkx.algorithms.isomorphism.ISMAGS">[docs]</a><span class="k">class</span> <span class="nc">ISMAGS</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Implements the ISMAGS subgraph matching algorith. [1]_ ISMAGS stands for</span>
+<span class="sd">    Implements the ISMAGS subgraph matching algorithm. [1]_ ISMAGS stands for</span>
 <span class="sd">    &quot;Index-based Subgraph Matching Algorithm with General Symmetries&quot;. As the</span>
 <span class="sd">    name implies, it is symmetry aware and will only generate non-symmetric</span>
 <span class="sd">    isomorphisms.</span>
@@ -1050,7 +1062,7 @@
 <span class="sd">        graph : networkx.Graph</span>
 <span class="sd">            The graph whose symmetry should be analyzed.</span>
 <span class="sd">        node_partitions : list of sets</span>
-<span class="sd">            A list of sets containining node keys. Node keys in the same set</span>
+<span class="sd">            A list of sets containing node keys. Node keys in the same set</span>
 <span class="sd">            are considered equivalent. Every node key in `graph` should be in</span>
 <span class="sd">            exactly one of the sets. If all nodes are equivalent, this should</span>
 <span class="sd">            be ``[set(graph.nodes)]``.</span>
@@ -1183,7 +1195,7 @@
             <span class="n">counts</span><span class="p">[</span><span class="n">node1</span><span class="p">][</span><span class="n">ecolor</span><span class="p">,</span> <span class="n">node_colors</span><span class="p">[</span><span class="n">node2</span><span class="p">]]</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="n">counts</span><span class="p">[</span><span class="n">node2</span><span class="p">][</span><span class="n">ecolor</span><span class="p">,</span> <span class="n">node_colors</span><span class="p">[</span><span class="n">node1</span><span class="p">]]</span> <span class="o">+=</span> <span class="mi">1</span>
 
-        <span class="n">node_edge_colors</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+        <span class="n">node_edge_colors</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">:</span>
             <span class="n">node_edge_colors</span><span class="p">[</span><span class="n">node</span><span class="p">]</span> <span class="o">=</span> <span class="n">node_colors</span><span class="p">[</span><span class="n">node</span><span class="p">],</span> <span class="nb">set</span><span class="p">(</span><span class="n">counts</span><span class="p">[</span><span class="n">node</span><span class="p">]</span><span class="o">.</span><span class="n">items</span><span class="p">())</span>
 
@@ -1373,7 +1385,7 @@
         <span class="c1"># &quot;part of&quot; the subgraph in to_be_mapped, and we make it a little</span>
         <span class="c1"># smaller every iteration.</span>
 
-        <span class="c1"># pylint disable becuase it&#39;s guarded against by default value</span>
+        <span class="c1"># pylint disable because it&#39;s guarded against by default value</span>
         <span class="n">current_size</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span>
             <span class="nb">next</span><span class="p">(</span><span class="nb">iter</span><span class="p">(</span><span class="n">to_be_mapped</span><span class="p">),</span> <span class="p">[])</span>
         <span class="p">)</span>  <span class="c1"># pylint: disable=stop-iteration-return</span>
@@ -1645,11 +1657,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/isomorphism/isomorph.html b/_modules/networkx/algorithms/isomorphism/isomorph.html
index 10747814..c12c2a37 100644
--- a/_modules/networkx/algorithms/isomorphism/isomorph.html
+++ b/_modules/networkx/algorithms/isomorphism/isomorph.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.isomorphism.isomorph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isomorphism.isomorph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/isomorphism/isomorph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/isomorphism/isomorph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -500,13 +512,15 @@
     <span class="c1"># Check local properties</span>
     <span class="n">d1</span> <span class="o">=</span> <span class="n">G1</span><span class="o">.</span><span class="n">degree</span><span class="p">()</span>
     <span class="n">t1</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">triangles</span><span class="p">(</span><span class="n">G1</span><span class="p">)</span>
-    <span class="n">c1</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">number_of_cliques</span><span class="p">(</span><span class="n">G1</span><span class="p">)</span>
+    <span class="n">clqs_1</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G1</span><span class="p">))</span>
+    <span class="n">c1</span> <span class="o">=</span> <span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">clqs_1</span> <span class="k">if</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">c</span><span class="p">)</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">}</span>  <span class="c1"># number of cliques</span>
     <span class="n">props1</span> <span class="o">=</span> <span class="p">[[</span><span class="n">d</span><span class="p">,</span> <span class="n">t1</span><span class="p">[</span><span class="n">v</span><span class="p">],</span> <span class="n">c1</span><span class="p">[</span><span class="n">v</span><span class="p">]]</span> <span class="k">for</span> <span class="n">v</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">d1</span><span class="p">]</span>
     <span class="n">props1</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
 
     <span class="n">d2</span> <span class="o">=</span> <span class="n">G2</span><span class="o">.</span><span class="n">degree</span><span class="p">()</span>
     <span class="n">t2</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">triangles</span><span class="p">(</span><span class="n">G2</span><span class="p">)</span>
-    <span class="n">c2</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">number_of_cliques</span><span class="p">(</span><span class="n">G2</span><span class="p">)</span>
+    <span class="n">clqs_2</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G2</span><span class="p">))</span>
+    <span class="n">c2</span> <span class="o">=</span> <span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">clqs_2</span> <span class="k">if</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">c</span><span class="p">)</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">}</span>  <span class="c1"># number of cliques</span>
     <span class="n">props2</span> <span class="o">=</span> <span class="p">[[</span><span class="n">d</span><span class="p">,</span> <span class="n">t2</span><span class="p">[</span><span class="n">v</span><span class="p">],</span> <span class="n">c2</span><span class="p">[</span><span class="n">v</span><span class="p">]]</span> <span class="k">for</span> <span class="n">v</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">d2</span><span class="p">]</span>
     <span class="n">props2</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
 
@@ -713,11 +727,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/isomorphism/isomorphvf2.html b/_modules/networkx/algorithms/isomorphism/isomorphvf2.html
index 0166cdd5..a64cf4e7 100644
--- a/_modules/networkx/algorithms/isomorphism/isomorphvf2.html
+++ b/_modules/networkx/algorithms/isomorphism/isomorphvf2.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.isomorphism.isomorphvf2 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isomorphism.isomorphvf2 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/isomorphism/isomorphvf2';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/isomorphism/isomorphvf2.html" />
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
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@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -407,7 +419,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -579,7 +591,7 @@
 <span class="sd">      Algorithm for Matching Large Graphs&quot;, 3rd IAPR-TC15 Workshop</span>
 <span class="sd">      on Graph-based Representations in Pattern Recognition, Cuen,</span>
 <span class="sd">      pp. 149-159, 2001.</span>
-<span class="sd">      https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.101.5342</span>
+<span class="sd">      https://www.researchgate.net/publication/200034365_An_Improved_Algorithm_for_Matching_Large_Graphs</span>
 
 <span class="sd">See Also</span>
 <span class="sd">--------</span>
@@ -910,7 +922,7 @@
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">!=</span> <span class="s2">&quot;mono&quot;</span><span class="p">:</span>
             <span class="k">for</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]:</span>
                 <span class="k">if</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">:</span>
-                    <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">[</span><span class="n">neighbor</span><span class="p">]</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]):</span>
+                    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">[</span><span class="n">neighbor</span><span class="p">]</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]:</span>
                         <span class="k">return</span> <span class="kc">False</span>
                     <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
                         <span class="n">neighbor</span><span class="p">,</span> <span class="n">G1_node</span>
@@ -919,7 +931,7 @@
 
         <span class="k">for</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]:</span>
             <span class="k">if</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">[</span><span class="n">neighbor</span><span class="p">]</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]):</span>
+                <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">[</span><span class="n">neighbor</span><span class="p">]</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]:</span>
                     <span class="k">return</span> <span class="kc">False</span>
                 <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;mono&quot;</span><span class="p">:</span>
                     <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
@@ -947,7 +959,7 @@
                 <span class="k">if</span> <span class="p">(</span><span class="n">neighbor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">inout_2</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">neighbor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">):</span>
                     <span class="n">num2</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;graph&quot;</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">==</span> <span class="n">num2</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">num1</span> <span class="o">!=</span> <span class="n">num2</span><span class="p">:</span>
                     <span class="k">return</span> <span class="kc">False</span>
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># self.test == &#39;subgraph&#39;</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">&gt;=</span> <span class="n">num2</span><span class="p">):</span>
@@ -969,7 +981,7 @@
                 <span class="k">if</span> <span class="n">neighbor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">inout_2</span><span class="p">:</span>
                     <span class="n">num2</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;graph&quot;</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">==</span> <span class="n">num2</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">num1</span> <span class="o">!=</span> <span class="n">num2</span><span class="p">:</span>
                     <span class="k">return</span> <span class="kc">False</span>
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># self.test == &#39;subgraph&#39;</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">&gt;=</span> <span class="n">num2</span><span class="p">):</span>
@@ -1135,7 +1147,7 @@
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">!=</span> <span class="s2">&quot;mono&quot;</span><span class="p">:</span>
             <span class="k">for</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]:</span>
                 <span class="k">if</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">:</span>
-                    <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">[</span><span class="n">predecessor</span><span class="p">]</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]):</span>
+                    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">[</span><span class="n">predecessor</span><span class="p">]</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]:</span>
                         <span class="k">return</span> <span class="kc">False</span>
                     <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
                         <span class="n">predecessor</span><span class="p">,</span> <span class="n">G1_node</span>
@@ -1144,7 +1156,7 @@
 
         <span class="k">for</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]:</span>
             <span class="k">if</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">[</span><span class="n">predecessor</span><span class="p">]</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]):</span>
+                <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">[</span><span class="n">predecessor</span><span class="p">]</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]:</span>
                     <span class="k">return</span> <span class="kc">False</span>
                 <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;mono&quot;</span><span class="p">:</span>
                     <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
@@ -1165,7 +1177,7 @@
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">!=</span> <span class="s2">&quot;mono&quot;</span><span class="p">:</span>
             <span class="k">for</span> <span class="n">successor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]:</span>
                 <span class="k">if</span> <span class="n">successor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">:</span>
-                    <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">[</span><span class="n">successor</span><span class="p">]</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]):</span>
+                    <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_1</span><span class="p">[</span><span class="n">successor</span><span class="p">]</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]:</span>
                         <span class="k">return</span> <span class="kc">False</span>
                     <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
                         <span class="n">G1_node</span><span class="p">,</span> <span class="n">successor</span>
@@ -1174,7 +1186,7 @@
 
         <span class="k">for</span> <span class="n">successor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]:</span>
             <span class="k">if</span> <span class="n">successor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">[</span><span class="n">successor</span><span class="p">]</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]):</span>
+                <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">[</span><span class="n">successor</span><span class="p">]</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]:</span>
                     <span class="k">return</span> <span class="kc">False</span>
                 <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;mono&quot;</span><span class="p">:</span>
                     <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
@@ -1188,7 +1200,6 @@
                         <span class="k">return</span> <span class="kc">False</span>
 
         <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">!=</span> <span class="s2">&quot;mono&quot;</span><span class="p">:</span>
-
             <span class="c1"># Look ahead 1</span>
 
             <span class="c1"># R_termin</span>
@@ -1203,7 +1214,7 @@
                 <span class="k">if</span> <span class="p">(</span><span class="n">predecessor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">in_2</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">predecessor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">):</span>
                     <span class="n">num2</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;graph&quot;</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">==</span> <span class="n">num2</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">num1</span> <span class="o">!=</span> <span class="n">num2</span><span class="p">:</span>
                     <span class="k">return</span> <span class="kc">False</span>
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># self.test == &#39;subgraph&#39;</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">&gt;=</span> <span class="n">num2</span><span class="p">):</span>
@@ -1220,7 +1231,7 @@
                 <span class="k">if</span> <span class="p">(</span><span class="n">successor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">in_2</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">successor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">):</span>
                     <span class="n">num2</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;graph&quot;</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">==</span> <span class="n">num2</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">num1</span> <span class="o">!=</span> <span class="n">num2</span><span class="p">:</span>
                     <span class="k">return</span> <span class="kc">False</span>
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># self.test == &#39;subgraph&#39;</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">&gt;=</span> <span class="n">num2</span><span class="p">):</span>
@@ -1239,7 +1250,7 @@
                 <span class="k">if</span> <span class="p">(</span><span class="n">predecessor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">out_2</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">predecessor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">):</span>
                     <span class="n">num2</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;graph&quot;</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">==</span> <span class="n">num2</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">num1</span> <span class="o">!=</span> <span class="n">num2</span><span class="p">:</span>
                     <span class="k">return</span> <span class="kc">False</span>
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># self.test == &#39;subgraph&#39;</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">&gt;=</span> <span class="n">num2</span><span class="p">):</span>
@@ -1256,7 +1267,7 @@
                 <span class="k">if</span> <span class="p">(</span><span class="n">successor</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">out_2</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">successor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">core_2</span><span class="p">):</span>
                     <span class="n">num2</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;graph&quot;</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">==</span> <span class="n">num2</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">num1</span> <span class="o">!=</span> <span class="n">num2</span><span class="p">:</span>
                     <span class="k">return</span> <span class="kc">False</span>
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># self.test == &#39;subgraph&#39;</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">&gt;=</span> <span class="n">num2</span><span class="p">):</span>
@@ -1278,7 +1289,7 @@
                 <span class="k">if</span> <span class="p">(</span><span class="n">predecessor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">in_2</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">predecessor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">out_2</span><span class="p">):</span>
                     <span class="n">num2</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;graph&quot;</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">==</span> <span class="n">num2</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">num1</span> <span class="o">!=</span> <span class="n">num2</span><span class="p">:</span>
                     <span class="k">return</span> <span class="kc">False</span>
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># self.test == &#39;subgraph&#39;</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">&gt;=</span> <span class="n">num2</span><span class="p">):</span>
@@ -1296,7 +1307,7 @@
                 <span class="k">if</span> <span class="p">(</span><span class="n">successor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">in_2</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">successor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">out_2</span><span class="p">):</span>
                     <span class="n">num2</span> <span class="o">+=</span> <span class="mi">1</span>
             <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">test</span> <span class="o">==</span> <span class="s2">&quot;graph&quot;</span><span class="p">:</span>
-                <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">==</span> <span class="n">num2</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">num1</span> <span class="o">!=</span> <span class="n">num2</span><span class="p">:</span>
                     <span class="k">return</span> <span class="kc">False</span>
             <span class="k">else</span><span class="p">:</span>  <span class="c1"># self.test == &#39;subgraph&#39;</span>
                 <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">num1</span> <span class="o">&gt;=</span> <span class="n">num2</span><span class="p">):</span>
@@ -1536,11 +1547,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/isomorphism/matchhelpers.html b/_modules/networkx/algorithms/isomorphism/matchhelpers.html
index dca838b0..3fa28587 100644
--- a/_modules/networkx/algorithms/isomorphism/matchhelpers.html
+++ b/_modules/networkx/algorithms/isomorphism/matchhelpers.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.isomorphism.matchhelpers &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isomorphism.matchhelpers &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/isomorphism/matchhelpers';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/isomorphism/matchhelpers.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -500,10 +512,7 @@
 
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="c1"># assume finite weights, see numpy.allclose() for reference</span>
-    <span class="k">for</span> <span class="n">xi</span><span class="p">,</span> <span class="n">yi</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">):</span>
-        <span class="k">if</span> <span class="ow">not</span> <span class="n">math</span><span class="o">.</span><span class="n">isclose</span><span class="p">(</span><span class="n">xi</span><span class="p">,</span> <span class="n">yi</span><span class="p">,</span> <span class="n">rel_tol</span><span class="o">=</span><span class="n">rtol</span><span class="p">,</span> <span class="n">abs_tol</span><span class="o">=</span><span class="n">atol</span><span class="p">):</span>
-            <span class="k">return</span> <span class="kc">False</span>
-    <span class="k">return</span> <span class="kc">True</span>
+    <span class="k">return</span> <span class="nb">all</span><span class="p">(</span><span class="n">math</span><span class="o">.</span><span class="n">isclose</span><span class="p">(</span><span class="n">xi</span><span class="p">,</span> <span class="n">yi</span><span class="p">,</span> <span class="n">rel_tol</span><span class="o">=</span><span class="n">rtol</span><span class="p">,</span> <span class="n">abs_tol</span><span class="o">=</span><span class="n">atol</span><span class="p">)</span> <span class="k">for</span> <span class="n">xi</span><span class="p">,</span> <span class="n">yi</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">))</span>
 
 
 <span class="n">categorical_doc</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;</span>
@@ -830,11 +839,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/isomorphism/tree_isomorphism.html b/_modules/networkx/algorithms/isomorphism/tree_isomorphism.html
index bddf86ea..60d8ee17 100644
--- a/_modules/networkx/algorithms/isomorphism/tree_isomorphism.html
+++ b/_modules/networkx/algorithms/isomorphism/tree_isomorphism.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.isomorphism.tree_isomorphism &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isomorphism.tree_isomorphism &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/isomorphism/tree_isomorphism';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/isomorphism/tree_isomorphism.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -537,7 +549,7 @@
 <span class="k">def</span> <span class="nf">assign_levels</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">root</span><span class="p">):</span>
     <span class="n">level</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="n">level</span><span class="p">[</span><span class="n">root</span><span class="p">]</span> <span class="o">=</span> <span class="mi">0</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">v1</span><span class="p">,</span> <span class="n">v2</span><span class="p">)</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">bfs_edges</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">root</span><span class="p">):</span>
+    <span class="k">for</span> <span class="n">v1</span><span class="p">,</span> <span class="n">v2</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">bfs_edges</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">root</span><span class="p">):</span>
         <span class="n">level</span><span class="p">[</span><span class="n">v2</span><span class="p">]</span> <span class="o">=</span> <span class="n">level</span><span class="p">[</span><span class="n">v1</span><span class="p">]</span> <span class="o">+</span> <span class="mi">1</span>
 
     <span class="k">return</span> <span class="n">level</span>
@@ -546,7 +558,7 @@
 <span class="c1"># now group the nodes at each level</span>
 <span class="k">def</span> <span class="nf">group_by_levels</span><span class="p">(</span><span class="n">levels</span><span class="p">):</span>
     <span class="n">L</span> <span class="o">=</span> <span class="p">{}</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="n">lev</span><span class="p">)</span> <span class="ow">in</span> <span class="n">levels</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+    <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">lev</span> <span class="ow">in</span> <span class="n">levels</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
         <span class="k">if</span> <span class="n">lev</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">L</span><span class="p">:</span>
             <span class="n">L</span><span class="p">[</span><span class="n">lev</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="n">L</span><span class="p">[</span><span class="n">lev</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">n</span><span class="p">)</span>
@@ -566,7 +578,7 @@
 <div class="viewcode-block" id="rooted_tree_isomorphism"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html#networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism">[docs]</a><span class="k">def</span> <span class="nf">rooted_tree_isomorphism</span><span class="p">(</span><span class="n">t1</span><span class="p">,</span> <span class="n">root1</span><span class="p">,</span> <span class="n">t2</span><span class="p">,</span> <span class="n">root2</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Given two rooted trees `t1` and `t2`,</span>
-<span class="sd">    with roots `root1` and `root2` respectivly</span>
+<span class="sd">    with roots `root1` and `root2` respectively</span>
 <span class="sd">    this routine will determine if they are isomorphic.</span>
 
 <span class="sd">    These trees may be either directed or undirected,</span>
@@ -649,7 +661,7 @@
         <span class="n">forlabel</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">((</span><span class="n">ordered_labels</span><span class="p">[</span><span class="n">v</span><span class="p">],</span> <span class="n">v</span><span class="p">)</span> <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">L</span><span class="p">[</span><span class="n">i</span><span class="p">])</span>
 
         <span class="c1"># now assign labels to these nodes, according to the sorted order</span>
-        <span class="c1"># starting from 0, where idential ordered_labels get the same label</span>
+        <span class="c1"># starting from 0, where identical ordered_labels get the same label</span>
         <span class="n">current</span> <span class="o">=</span> <span class="mi">0</span>
         <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="p">(</span><span class="n">ol</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">forlabel</span><span class="p">):</span>
             <span class="c1"># advance to next label if not 0, and different from previous</span>
@@ -754,11 +766,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/isomorphism/vf2pp.html b/_modules/networkx/algorithms/isomorphism/vf2pp.html
index 8379e377..0179464d 100644
--- a/_modules/networkx/algorithms/isomorphism/vf2pp.html
+++ b/_modules/networkx/algorithms/isomorphism/vf2pp.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.isomorphism.vf2pp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isomorphism.vf2pp &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/isomorphism/vf2pp';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/isomorphism/vf2pp.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -466,7 +478,7 @@
 <span class="sd">VF2++ Algorithm</span>
 <span class="sd">***************</span>
 
-<span class="sd">An implementation of the VF2++ algorithm for Graph Isomorphism testing.</span>
+<span class="sd">An implementation of the VF2++ algorithm [1]_ for Graph Isomorphism testing.</span>
 
 <span class="sd">The simplest interface to use this module is to call:</span>
 
@@ -517,16 +529,17 @@
 <span class="sd">&gt;&gt;&gt; nx.vf2pp_isomorphism(G1, G2, node_label=&quot;label&quot;)</span>
 <span class="sd">{1: 1, 2: 2, 0: 0, 3: 3}</span>
 
+<span class="sd">References</span>
+<span class="sd">----------</span>
+<span class="sd">.. [1] Jüttner, Alpár &amp; Madarasi, Péter. (2018). &quot;VF2++—An improved subgraph</span>
+<span class="sd">   isomorphism algorithm&quot;. Discrete Applied Mathematics. 242.</span>
+<span class="sd">   https://doi.org/10.1016/j.dam.2018.02.018</span>
+
 <span class="sd">&quot;&quot;&quot;</span>
 <span class="kn">import</span> <span class="nn">collections</span>
 
 <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
 
-<span class="kn">from</span> <span class="nn">.vf2pp_helpers.candidates</span> <span class="kn">import</span> <span class="n">_find_candidates</span><span class="p">,</span> <span class="n">_find_candidates_Di</span>
-<span class="kn">from</span> <span class="nn">.vf2pp_helpers.feasibility</span> <span class="kn">import</span> <span class="n">_feasibility</span>
-<span class="kn">from</span> <span class="nn">.vf2pp_helpers.node_ordering</span> <span class="kn">import</span> <span class="n">_matching_order</span>
-<span class="kn">from</span> <span class="nn">.vf2pp_helpers.state</span> <span class="kn">import</span> <span class="n">_restore_Tinout</span><span class="p">,</span> <span class="n">_restore_Tinout_Di</span><span class="p">,</span> <span class="n">_update_Tinout</span>
-
 <span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;vf2pp_isomorphism&quot;</span><span class="p">,</span> <span class="s2">&quot;vf2pp_is_isomorphic&quot;</span><span class="p">,</span> <span class="s2">&quot;vf2pp_all_isomorphisms&quot;</span><span class="p">]</span>
 
 <span class="n">_GraphParameters</span> <span class="o">=</span> <span class="n">collections</span><span class="o">.</span><span class="n">namedtuple</span><span class="p">(</span>
@@ -806,8 +819,8 @@
         <span class="n">T2_tilde</span><span class="p">,</span> <span class="n">T2_tilde_in</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">G2</span><span class="o">.</span><span class="n">nodes</span><span class="p">()),</span> <span class="nb">set</span><span class="p">()</span>
 
     <span class="n">state_params</span> <span class="o">=</span> <span class="n">_StateParameters</span><span class="p">(</span>
-        <span class="nb">dict</span><span class="p">(),</span>
-        <span class="nb">dict</span><span class="p">(),</span>
+        <span class="p">{},</span>
+        <span class="p">{},</span>
         <span class="n">T1</span><span class="p">,</span>
         <span class="n">T1_in</span><span class="p">,</span>
         <span class="n">T1_tilde</span><span class="p">,</span>
@@ -819,6 +832,712 @@
     <span class="p">)</span>
 
     <span class="k">return</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span>
+
+
+<span class="k">def</span> <span class="nf">_matching_order</span><span class="p">(</span><span class="n">graph_params</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The node ordering as introduced in VF2++.</span>
+
+<span class="sd">    Notes</span>
+<span class="sd">    -----</span>
+<span class="sd">    Taking into account the structure of the Graph and the node labeling, the nodes are placed in an order such that,</span>
+<span class="sd">    most of the unfruitful/infeasible branches of the search space can be pruned on high levels, significantly</span>
+<span class="sd">    decreasing the number of visited states. The premise is that, the algorithm will be able to recognize</span>
+<span class="sd">    inconsistencies early, proceeding to go deep into the search tree only if it&#39;s needed.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    graph_params: namedtuple</span>
+<span class="sd">        Contains:</span>
+
+<span class="sd">            G1,G2: NetworkX Graph or MultiGraph instances.</span>
+<span class="sd">                The two graphs to check for isomorphism or monomorphism.</span>
+
+<span class="sd">            G1_labels,G2_labels: dict</span>
+<span class="sd">                The label of every node in G1 and G2 respectively.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    node_order: list</span>
+<span class="sd">        The ordering of the nodes.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">G1</span><span class="p">,</span> <span class="n">G2</span><span class="p">,</span> <span class="n">G1_labels</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">nodes_of_G2Labels</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">graph_params</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">G1</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">G2</span><span class="p">:</span>
+        <span class="k">return</span> <span class="p">{}</span>
+
+    <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
+        <span class="n">G1</span> <span class="o">=</span> <span class="n">G1</span><span class="o">.</span><span class="n">to_undirected</span><span class="p">(</span><span class="n">as_view</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+    <span class="n">V1_unordered</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">G1</span><span class="o">.</span><span class="n">nodes</span><span class="p">())</span>
+    <span class="n">label_rarity</span> <span class="o">=</span> <span class="p">{</span><span class="n">label</span><span class="p">:</span> <span class="nb">len</span><span class="p">(</span><span class="n">nodes</span><span class="p">)</span> <span class="k">for</span> <span class="n">label</span><span class="p">,</span> <span class="n">nodes</span> <span class="ow">in</span> <span class="n">nodes_of_G2Labels</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
+    <span class="n">used_degrees</span> <span class="o">=</span> <span class="p">{</span><span class="n">node</span><span class="p">:</span> <span class="mi">0</span> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">}</span>
+    <span class="n">node_order</span> <span class="o">=</span> <span class="p">[]</span>
+
+    <span class="k">while</span> <span class="n">V1_unordered</span><span class="p">:</span>
+        <span class="n">max_rarity</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">label_rarity</span><span class="p">[</span><span class="n">G1_labels</span><span class="p">[</span><span class="n">x</span><span class="p">]]</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">V1_unordered</span><span class="p">)</span>
+        <span class="n">rarest_nodes</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="n">n</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">V1_unordered</span> <span class="k">if</span> <span class="n">label_rarity</span><span class="p">[</span><span class="n">G1_labels</span><span class="p">[</span><span class="n">n</span><span class="p">]]</span> <span class="o">==</span> <span class="n">max_rarity</span>
+        <span class="p">]</span>
+        <span class="n">max_node</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">rarest_nodes</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="n">G1</span><span class="o">.</span><span class="n">degree</span><span class="p">)</span>
+
+        <span class="k">for</span> <span class="n">dlevel_nodes</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">bfs_layers</span><span class="p">(</span><span class="n">G1</span><span class="p">,</span> <span class="n">max_node</span><span class="p">):</span>
+            <span class="n">nodes_to_add</span> <span class="o">=</span> <span class="n">dlevel_nodes</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+            <span class="k">while</span> <span class="n">nodes_to_add</span><span class="p">:</span>
+                <span class="n">max_used_degree</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">used_degrees</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">nodes_to_add</span><span class="p">)</span>
+                <span class="n">max_used_degree_nodes</span> <span class="o">=</span> <span class="p">[</span>
+                    <span class="n">n</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">nodes_to_add</span> <span class="k">if</span> <span class="n">used_degrees</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="o">==</span> <span class="n">max_used_degree</span>
+                <span class="p">]</span>
+                <span class="n">max_degree</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">G1</span><span class="o">.</span><span class="n">degree</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">max_used_degree_nodes</span><span class="p">)</span>
+                <span class="n">max_degree_nodes</span> <span class="o">=</span> <span class="p">[</span>
+                    <span class="n">n</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">max_used_degree_nodes</span> <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">degree</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="o">==</span> <span class="n">max_degree</span>
+                <span class="p">]</span>
+                <span class="n">next_node</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span>
+                    <span class="n">max_degree_nodes</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">label_rarity</span><span class="p">[</span><span class="n">G1_labels</span><span class="p">[</span><span class="n">x</span><span class="p">]]</span>
+                <span class="p">)</span>
+
+                <span class="n">node_order</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">next_node</span><span class="p">)</span>
+                <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">G1</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">next_node</span><span class="p">):</span>
+                    <span class="n">used_degrees</span><span class="p">[</span><span class="n">node</span><span class="p">]</span> <span class="o">+=</span> <span class="mi">1</span>
+
+                <span class="n">nodes_to_add</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">next_node</span><span class="p">)</span>
+                <span class="n">label_rarity</span><span class="p">[</span><span class="n">G1_labels</span><span class="p">[</span><span class="n">next_node</span><span class="p">]]</span> <span class="o">-=</span> <span class="mi">1</span>
+                <span class="n">V1_unordered</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">next_node</span><span class="p">)</span>
+
+    <span class="k">return</span> <span class="n">node_order</span>
+
+
+<span class="k">def</span> <span class="nf">_find_candidates</span><span class="p">(</span>
+    <span class="n">u</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">,</span> <span class="n">G1_degree</span>
+<span class="p">):</span>  <span class="c1"># todo: make the 4th argument the degree of u</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Given node u of G1, finds the candidates of u from G2.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    u: Graph node</span>
+<span class="sd">        The node from G1 for which to find the candidates from G2.</span>
+
+<span class="sd">    graph_params: namedtuple</span>
+<span class="sd">        Contains all the Graph-related parameters:</span>
+
+<span class="sd">        G1,G2: NetworkX Graph or MultiGraph instances.</span>
+<span class="sd">            The two graphs to check for isomorphism or monomorphism</span>
+
+<span class="sd">        G1_labels,G2_labels: dict</span>
+<span class="sd">            The label of every node in G1 and G2 respectively</span>
+
+<span class="sd">    state_params: namedtuple</span>
+<span class="sd">        Contains all the State-related parameters:</span>
+
+<span class="sd">        mapping: dict</span>
+<span class="sd">            The mapping as extended so far. Maps nodes of G1 to nodes of G2</span>
+
+<span class="sd">        reverse_mapping: dict</span>
+<span class="sd">            The reverse mapping as extended so far. Maps nodes from G2 to nodes of G1. It&#39;s basically &quot;mapping&quot; reversed</span>
+
+<span class="sd">        T1, T2: set</span>
+<span class="sd">            Ti contains uncovered neighbors of covered nodes from Gi, i.e. nodes that are not in the mapping, but are</span>
+<span class="sd">            neighbors of nodes that are.</span>
+
+<span class="sd">        T1_tilde, T2_tilde: set</span>
+<span class="sd">            Ti_tilde contains all the nodes from Gi, that are neither in the mapping nor in Ti</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    candidates: set</span>
+<span class="sd">        The nodes from G2 which are candidates for u.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">G1</span><span class="p">,</span> <span class="n">G2</span><span class="p">,</span> <span class="n">G1_labels</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">nodes_of_G2Labels</span><span class="p">,</span> <span class="n">G2_nodes_of_degree</span> <span class="o">=</span> <span class="n">graph_params</span>
+    <span class="n">mapping</span><span class="p">,</span> <span class="n">reverse_mapping</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">T2_tilde</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">state_params</span>
+
+    <span class="n">covered_neighbors</span> <span class="o">=</span> <span class="p">[</span><span class="n">nbr</span> <span class="k">for</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">u</span><span class="p">]</span> <span class="k">if</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">]</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">covered_neighbors</span><span class="p">:</span>
+        <span class="n">candidates</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">nodes_of_G2Labels</span><span class="p">[</span><span class="n">G1_labels</span><span class="p">[</span><span class="n">u</span><span class="p">]])</span>
+        <span class="n">candidates</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">G2_nodes_of_degree</span><span class="p">[</span><span class="n">G1_degree</span><span class="p">[</span><span class="n">u</span><span class="p">]])</span>
+        <span class="n">candidates</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">T2_tilde</span><span class="p">)</span>
+        <span class="n">candidates</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">reverse_mapping</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
+            <span class="n">candidates</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+                <span class="p">{</span>
+                    <span class="n">node</span>
+                    <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">candidates</span>
+                    <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">u</span><span class="p">)</span> <span class="o">!=</span> <span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">node</span><span class="p">)</span>
+                <span class="p">}</span>
+            <span class="p">)</span>
+        <span class="k">return</span> <span class="n">candidates</span>
+
+    <span class="n">nbr1</span> <span class="o">=</span> <span class="n">covered_neighbors</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+    <span class="n">common_nodes</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">G2</span><span class="p">[</span><span class="n">mapping</span><span class="p">[</span><span class="n">nbr1</span><span class="p">]])</span>
+
+    <span class="k">for</span> <span class="n">nbr1</span> <span class="ow">in</span> <span class="n">covered_neighbors</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
+        <span class="n">common_nodes</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">G2</span><span class="p">[</span><span class="n">mapping</span><span class="p">[</span><span class="n">nbr1</span><span class="p">]])</span>
+
+    <span class="n">common_nodes</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">reverse_mapping</span><span class="p">)</span>
+    <span class="n">common_nodes</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">G2_nodes_of_degree</span><span class="p">[</span><span class="n">G1_degree</span><span class="p">[</span><span class="n">u</span><span class="p">]])</span>
+    <span class="n">common_nodes</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">nodes_of_G2Labels</span><span class="p">[</span><span class="n">G1_labels</span><span class="p">[</span><span class="n">u</span><span class="p">]])</span>
+    <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
+        <span class="n">common_nodes</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+            <span class="p">{</span>
+                <span class="n">node</span>
+                <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">common_nodes</span>
+                <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">u</span><span class="p">)</span> <span class="o">!=</span> <span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">node</span><span class="p">)</span>
+            <span class="p">}</span>
+        <span class="p">)</span>
+    <span class="k">return</span> <span class="n">common_nodes</span>
+
+
+<span class="k">def</span> <span class="nf">_find_candidates_Di</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">,</span> <span class="n">G1_degree</span><span class="p">):</span>
+    <span class="n">G1</span><span class="p">,</span> <span class="n">G2</span><span class="p">,</span> <span class="n">G1_labels</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">nodes_of_G2Labels</span><span class="p">,</span> <span class="n">G2_nodes_of_degree</span> <span class="o">=</span> <span class="n">graph_params</span>
+    <span class="n">mapping</span><span class="p">,</span> <span class="n">reverse_mapping</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">T2_tilde</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">state_params</span>
+
+    <span class="n">covered_successors</span> <span class="o">=</span> <span class="p">[</span><span class="n">succ</span> <span class="k">for</span> <span class="n">succ</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">u</span><span class="p">]</span> <span class="k">if</span> <span class="n">succ</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">]</span>
+    <span class="n">covered_predecessors</span> <span class="o">=</span> <span class="p">[</span><span class="n">pred</span> <span class="k">for</span> <span class="n">pred</span> <span class="ow">in</span> <span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">u</span><span class="p">]</span> <span class="k">if</span> <span class="n">pred</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">]</span>
+
+    <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">covered_successors</span> <span class="ow">or</span> <span class="n">covered_predecessors</span><span class="p">):</span>
+        <span class="n">candidates</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">nodes_of_G2Labels</span><span class="p">[</span><span class="n">G1_labels</span><span class="p">[</span><span class="n">u</span><span class="p">]])</span>
+        <span class="n">candidates</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">G2_nodes_of_degree</span><span class="p">[</span><span class="n">G1_degree</span><span class="p">[</span><span class="n">u</span><span class="p">]])</span>
+        <span class="n">candidates</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">T2_tilde</span><span class="p">)</span>
+        <span class="n">candidates</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">reverse_mapping</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
+            <span class="n">candidates</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+                <span class="p">{</span>
+                    <span class="n">node</span>
+                    <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">candidates</span>
+                    <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">u</span><span class="p">)</span> <span class="o">!=</span> <span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">node</span><span class="p">)</span>
+                <span class="p">}</span>
+            <span class="p">)</span>
+        <span class="k">return</span> <span class="n">candidates</span>
+
+    <span class="k">if</span> <span class="n">covered_successors</span><span class="p">:</span>
+        <span class="n">succ1</span> <span class="o">=</span> <span class="n">covered_successors</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="n">common_nodes</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">mapping</span><span class="p">[</span><span class="n">succ1</span><span class="p">]])</span>
+
+        <span class="k">for</span> <span class="n">succ1</span> <span class="ow">in</span> <span class="n">covered_successors</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
+            <span class="n">common_nodes</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">mapping</span><span class="p">[</span><span class="n">succ1</span><span class="p">]])</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">pred1</span> <span class="o">=</span> <span class="n">covered_predecessors</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
+        <span class="n">common_nodes</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">G2</span><span class="p">[</span><span class="n">mapping</span><span class="p">[</span><span class="n">pred1</span><span class="p">]])</span>
+
+    <span class="k">for</span> <span class="n">pred1</span> <span class="ow">in</span> <span class="n">covered_predecessors</span><span class="p">:</span>
+        <span class="n">common_nodes</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">G2</span><span class="p">[</span><span class="n">mapping</span><span class="p">[</span><span class="n">pred1</span><span class="p">]])</span>
+
+    <span class="n">common_nodes</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">reverse_mapping</span><span class="p">)</span>
+    <span class="n">common_nodes</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">G2_nodes_of_degree</span><span class="p">[</span><span class="n">G1_degree</span><span class="p">[</span><span class="n">u</span><span class="p">]])</span>
+    <span class="n">common_nodes</span><span class="o">.</span><span class="n">intersection_update</span><span class="p">(</span><span class="n">nodes_of_G2Labels</span><span class="p">[</span><span class="n">G1_labels</span><span class="p">[</span><span class="n">u</span><span class="p">]])</span>
+    <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
+        <span class="n">common_nodes</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+            <span class="p">{</span>
+                <span class="n">node</span>
+                <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">common_nodes</span>
+                <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">u</span><span class="p">)</span> <span class="o">!=</span> <span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">node</span><span class="p">)</span>
+            <span class="p">}</span>
+        <span class="p">)</span>
+    <span class="k">return</span> <span class="n">common_nodes</span>
+
+
+<span class="k">def</span> <span class="nf">_feasibility</span><span class="p">(</span><span class="n">node1</span><span class="p">,</span> <span class="n">node2</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Given a candidate pair of nodes u and v from G1 and G2 respectively, checks if it&#39;s feasible to extend the</span>
+<span class="sd">    mapping, i.e. if u and v can be matched.</span>
+
+<span class="sd">    Notes</span>
+<span class="sd">    -----</span>
+<span class="sd">    This function performs all the necessary checking by applying both consistency and cutting rules.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    node1, node2: Graph node</span>
+<span class="sd">        The candidate pair of nodes being checked for matching</span>
+
+<span class="sd">    graph_params: namedtuple</span>
+<span class="sd">        Contains all the Graph-related parameters:</span>
+
+<span class="sd">        G1,G2: NetworkX Graph or MultiGraph instances.</span>
+<span class="sd">            The two graphs to check for isomorphism or monomorphism</span>
+
+<span class="sd">        G1_labels,G2_labels: dict</span>
+<span class="sd">            The label of every node in G1 and G2 respectively</span>
+
+<span class="sd">    state_params: namedtuple</span>
+<span class="sd">        Contains all the State-related parameters:</span>
+
+<span class="sd">        mapping: dict</span>
+<span class="sd">            The mapping as extended so far. Maps nodes of G1 to nodes of G2</span>
+
+<span class="sd">        reverse_mapping: dict</span>
+<span class="sd">            The reverse mapping as extended so far. Maps nodes from G2 to nodes of G1. It&#39;s basically &quot;mapping&quot; reversed</span>
+
+<span class="sd">        T1, T2: set</span>
+<span class="sd">            Ti contains uncovered neighbors of covered nodes from Gi, i.e. nodes that are not in the mapping, but are</span>
+<span class="sd">            neighbors of nodes that are.</span>
+
+<span class="sd">        T1_out, T2_out: set</span>
+<span class="sd">            Ti_out contains all the nodes from Gi, that are neither in the mapping nor in Ti</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    True if all checks are successful, False otherwise.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">G1</span> <span class="o">=</span> <span class="n">graph_params</span><span class="o">.</span><span class="n">G1</span>
+
+    <span class="k">if</span> <span class="n">_cut_PT</span><span class="p">(</span><span class="n">node1</span><span class="p">,</span> <span class="n">node2</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">):</span>
+        <span class="k">return</span> <span class="kc">False</span>
+
+    <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">_consistent_PT</span><span class="p">(</span><span class="n">node1</span><span class="p">,</span> <span class="n">node2</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">):</span>
+            <span class="k">return</span> <span class="kc">False</span>
+
+    <span class="k">return</span> <span class="kc">True</span>
+
+
+<span class="k">def</span> <span class="nf">_cut_PT</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Implements the cutting rules for the ISO problem.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    u, v: Graph node</span>
+<span class="sd">        The two candidate nodes being examined.</span>
+
+<span class="sd">    graph_params: namedtuple</span>
+<span class="sd">        Contains all the Graph-related parameters:</span>
+
+<span class="sd">        G1,G2: NetworkX Graph or MultiGraph instances.</span>
+<span class="sd">            The two graphs to check for isomorphism or monomorphism</span>
+
+<span class="sd">        G1_labels,G2_labels: dict</span>
+<span class="sd">            The label of every node in G1 and G2 respectively</span>
+
+<span class="sd">    state_params: namedtuple</span>
+<span class="sd">        Contains all the State-related parameters:</span>
+
+<span class="sd">        mapping: dict</span>
+<span class="sd">            The mapping as extended so far. Maps nodes of G1 to nodes of G2</span>
+
+<span class="sd">        reverse_mapping: dict</span>
+<span class="sd">            The reverse mapping as extended so far. Maps nodes from G2 to nodes of G1. It&#39;s basically &quot;mapping&quot; reversed</span>
+
+<span class="sd">        T1, T2: set</span>
+<span class="sd">            Ti contains uncovered neighbors of covered nodes from Gi, i.e. nodes that are not in the mapping, but are</span>
+<span class="sd">            neighbors of nodes that are.</span>
+
+<span class="sd">        T1_tilde, T2_tilde: set</span>
+<span class="sd">            Ti_out contains all the nodes from Gi, that are neither in the mapping nor in Ti</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    True if we should prune this branch, i.e. the node pair failed the cutting checks. False otherwise.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">G1</span><span class="p">,</span> <span class="n">G2</span><span class="p">,</span> <span class="n">G1_labels</span><span class="p">,</span> <span class="n">G2_labels</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">graph_params</span>
+    <span class="p">(</span>
+        <span class="n">_</span><span class="p">,</span>
+        <span class="n">_</span><span class="p">,</span>
+        <span class="n">T1</span><span class="p">,</span>
+        <span class="n">T1_in</span><span class="p">,</span>
+        <span class="n">T1_tilde</span><span class="p">,</span>
+        <span class="n">_</span><span class="p">,</span>
+        <span class="n">T2</span><span class="p">,</span>
+        <span class="n">T2_in</span><span class="p">,</span>
+        <span class="n">T2_tilde</span><span class="p">,</span>
+        <span class="n">_</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">=</span> <span class="n">state_params</span>
+
+    <span class="n">u_labels_predecessors</span><span class="p">,</span> <span class="n">v_labels_predecessors</span> <span class="o">=</span> <span class="p">{},</span> <span class="p">{}</span>
+    <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
+        <span class="n">u_labels_predecessors</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">groups</span><span class="p">(</span>
+            <span class="p">{</span><span class="n">n1</span><span class="p">:</span> <span class="n">G1_labels</span><span class="p">[</span><span class="n">n1</span><span class="p">]</span> <span class="k">for</span> <span class="n">n1</span> <span class="ow">in</span> <span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">u</span><span class="p">]}</span>
+        <span class="p">)</span>
+        <span class="n">v_labels_predecessors</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">groups</span><span class="p">(</span>
+            <span class="p">{</span><span class="n">n2</span><span class="p">:</span> <span class="n">G2_labels</span><span class="p">[</span><span class="n">n2</span><span class="p">]</span> <span class="k">for</span> <span class="n">n2</span> <span class="ow">in</span> <span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">v</span><span class="p">]}</span>
+        <span class="p">)</span>
+
+        <span class="k">if</span> <span class="nb">set</span><span class="p">(</span><span class="n">u_labels_predecessors</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span> <span class="o">!=</span> <span class="nb">set</span><span class="p">(</span><span class="n">v_labels_predecessors</span><span class="o">.</span><span class="n">keys</span><span class="p">()):</span>
+            <span class="k">return</span> <span class="kc">True</span>
+
+    <span class="n">u_labels_successors</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">groups</span><span class="p">({</span><span class="n">n1</span><span class="p">:</span> <span class="n">G1_labels</span><span class="p">[</span><span class="n">n1</span><span class="p">]</span> <span class="k">for</span> <span class="n">n1</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">u</span><span class="p">]})</span>
+    <span class="n">v_labels_successors</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">groups</span><span class="p">({</span><span class="n">n2</span><span class="p">:</span> <span class="n">G2_labels</span><span class="p">[</span><span class="n">n2</span><span class="p">]</span> <span class="k">for</span> <span class="n">n2</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">[</span><span class="n">v</span><span class="p">]})</span>
+
+    <span class="c1"># if the neighbors of u, do not have the same labels as those of v, NOT feasible.</span>
+    <span class="k">if</span> <span class="nb">set</span><span class="p">(</span><span class="n">u_labels_successors</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span> <span class="o">!=</span> <span class="nb">set</span><span class="p">(</span><span class="n">v_labels_successors</span><span class="o">.</span><span class="n">keys</span><span class="p">()):</span>
+        <span class="k">return</span> <span class="kc">True</span>
+
+    <span class="k">for</span> <span class="n">label</span><span class="p">,</span> <span class="n">G1_nbh</span> <span class="ow">in</span> <span class="n">u_labels_successors</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+        <span class="n">G2_nbh</span> <span class="o">=</span> <span class="n">v_labels_successors</span><span class="p">[</span><span class="n">label</span><span class="p">]</span>
+
+        <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
+            <span class="c1"># Check for every neighbor in the neighborhood, if u-nbr1 has same edges as v-nbr2</span>
+            <span class="n">u_nbrs_edges</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">G1_nbh</span><span class="p">)</span>
+            <span class="n">v_nbrs_edges</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">G2_nbh</span><span class="p">)</span>
+            <span class="k">if</span> <span class="nb">any</span><span class="p">(</span>
+                <span class="n">u_nbr_edges</span> <span class="o">!=</span> <span class="n">v_nbr_edges</span>
+                <span class="k">for</span> <span class="n">u_nbr_edges</span><span class="p">,</span> <span class="n">v_nbr_edges</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">u_nbrs_edges</span><span class="p">,</span> <span class="n">v_nbrs_edges</span><span class="p">)</span>
+            <span class="p">):</span>
+                <span class="k">return</span> <span class="kc">True</span>
+
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">T1</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G1_nbh</span><span class="p">))</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">T2</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G2_nbh</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">True</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">T1_tilde</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G1_nbh</span><span class="p">))</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">T2_tilde</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G2_nbh</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">True</span>
+        <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_directed</span><span class="p">()</span> <span class="ow">and</span> <span class="nb">len</span><span class="p">(</span><span class="n">T1_in</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G1_nbh</span><span class="p">))</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span>
+            <span class="n">T2_in</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G2_nbh</span><span class="p">)</span>
+        <span class="p">):</span>
+            <span class="k">return</span> <span class="kc">True</span>
+
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
+        <span class="k">return</span> <span class="kc">False</span>
+
+    <span class="k">for</span> <span class="n">label</span><span class="p">,</span> <span class="n">G1_pred</span> <span class="ow">in</span> <span class="n">u_labels_predecessors</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+        <span class="n">G2_pred</span> <span class="o">=</span> <span class="n">v_labels_predecessors</span><span class="p">[</span><span class="n">label</span><span class="p">]</span>
+
+        <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
+            <span class="c1"># Check for every neighbor in the neighborhood, if u-nbr1 has same edges as v-nbr2</span>
+            <span class="n">u_pred_edges</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">G1_pred</span><span class="p">)</span>
+            <span class="n">v_pred_edges</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">G2_pred</span><span class="p">)</span>
+            <span class="k">if</span> <span class="nb">any</span><span class="p">(</span>
+                <span class="n">u_nbr_edges</span> <span class="o">!=</span> <span class="n">v_nbr_edges</span>
+                <span class="k">for</span> <span class="n">u_nbr_edges</span><span class="p">,</span> <span class="n">v_nbr_edges</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">u_pred_edges</span><span class="p">,</span> <span class="n">v_pred_edges</span><span class="p">)</span>
+            <span class="p">):</span>
+                <span class="k">return</span> <span class="kc">True</span>
+
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">T1</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G1_pred</span><span class="p">))</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">T2</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G2_pred</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">True</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">T1_tilde</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G1_pred</span><span class="p">))</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">T2_tilde</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G2_pred</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">True</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">T1_in</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G1_pred</span><span class="p">))</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">T2_in</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">G2_pred</span><span class="p">)):</span>
+            <span class="k">return</span> <span class="kc">True</span>
+
+    <span class="k">return</span> <span class="kc">False</span>
+
+
+<span class="k">def</span> <span class="nf">_consistent_PT</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Checks the consistency of extending the mapping using the current node pair.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    u, v: Graph node</span>
+<span class="sd">        The two candidate nodes being examined.</span>
+
+<span class="sd">    graph_params: namedtuple</span>
+<span class="sd">        Contains all the Graph-related parameters:</span>
+
+<span class="sd">        G1,G2: NetworkX Graph or MultiGraph instances.</span>
+<span class="sd">            The two graphs to check for isomorphism or monomorphism</span>
+
+<span class="sd">        G1_labels,G2_labels: dict</span>
+<span class="sd">            The label of every node in G1 and G2 respectively</span>
+
+<span class="sd">    state_params: namedtuple</span>
+<span class="sd">        Contains all the State-related parameters:</span>
+
+<span class="sd">        mapping: dict</span>
+<span class="sd">            The mapping as extended so far. Maps nodes of G1 to nodes of G2</span>
+
+<span class="sd">        reverse_mapping: dict</span>
+<span class="sd">            The reverse mapping as extended so far. Maps nodes from G2 to nodes of G1. It&#39;s basically &quot;mapping&quot; reversed</span>
+
+<span class="sd">        T1, T2: set</span>
+<span class="sd">            Ti contains uncovered neighbors of covered nodes from Gi, i.e. nodes that are not in the mapping, but are</span>
+<span class="sd">            neighbors of nodes that are.</span>
+
+<span class="sd">        T1_out, T2_out: set</span>
+<span class="sd">            Ti_out contains all the nodes from Gi, that are neither in the mapping nor in Ti</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    True if the pair passes all the consistency checks successfully. False otherwise.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">G1</span><span class="p">,</span> <span class="n">G2</span> <span class="o">=</span> <span class="n">graph_params</span><span class="o">.</span><span class="n">G1</span><span class="p">,</span> <span class="n">graph_params</span><span class="o">.</span><span class="n">G2</span>
+    <span class="n">mapping</span><span class="p">,</span> <span class="n">reverse_mapping</span> <span class="o">=</span> <span class="n">state_params</span><span class="o">.</span><span class="n">mapping</span><span class="p">,</span> <span class="n">state_params</span><span class="o">.</span><span class="n">reverse_mapping</span>
+
+    <span class="k">for</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">u</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">neighbor</span><span class="p">)</span> <span class="o">!=</span> <span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
+                <span class="n">v</span><span class="p">,</span> <span class="n">mapping</span><span class="p">[</span><span class="n">neighbor</span><span class="p">]</span>
+            <span class="p">):</span>
+                <span class="k">return</span> <span class="kc">False</span>
+
+    <span class="k">for</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">[</span><span class="n">v</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">reverse_mapping</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">reverse_mapping</span><span class="p">[</span><span class="n">neighbor</span><span class="p">])</span> <span class="o">!=</span> <span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
+                <span class="n">v</span><span class="p">,</span> <span class="n">neighbor</span>
+            <span class="p">):</span>
+                <span class="k">return</span> <span class="kc">False</span>
+
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
+        <span class="k">return</span> <span class="kc">True</span>
+
+    <span class="k">for</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">u</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">predecessor</span><span class="p">,</span> <span class="n">u</span><span class="p">)</span> <span class="o">!=</span> <span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
+                <span class="n">mapping</span><span class="p">[</span><span class="n">predecessor</span><span class="p">],</span> <span class="n">v</span>
+            <span class="p">):</span>
+                <span class="k">return</span> <span class="kc">False</span>
+
+    <span class="k">for</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">v</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">reverse_mapping</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">G1</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span>
+                <span class="n">reverse_mapping</span><span class="p">[</span><span class="n">predecessor</span><span class="p">],</span> <span class="n">u</span>
+            <span class="p">)</span> <span class="o">!=</span> <span class="n">G2</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(</span><span class="n">predecessor</span><span class="p">,</span> <span class="n">v</span><span class="p">):</span>
+                <span class="k">return</span> <span class="kc">False</span>
+
+    <span class="k">return</span> <span class="kc">True</span>
+
+
+<span class="k">def</span> <span class="nf">_update_Tinout</span><span class="p">(</span><span class="n">new_node1</span><span class="p">,</span> <span class="n">new_node2</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Updates the Ti/Ti_out (i=1,2) when a new node pair u-v is added to the mapping.</span>
+
+<span class="sd">    Notes</span>
+<span class="sd">    -----</span>
+<span class="sd">    This function should be called right after the feasibility checks are passed, and node1 is mapped to node2. The</span>
+<span class="sd">    purpose of this function is to avoid brute force computing of Ti/Ti_out by iterating over all nodes of the graph</span>
+<span class="sd">    and checking which nodes satisfy the necessary conditions. Instead, in every step of the algorithm we focus</span>
+<span class="sd">    exclusively on the two nodes that are being added to the mapping, incrementally updating Ti/Ti_out.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    new_node1, new_node2: Graph node</span>
+<span class="sd">        The two new nodes, added to the mapping.</span>
+
+<span class="sd">    graph_params: namedtuple</span>
+<span class="sd">        Contains all the Graph-related parameters:</span>
+
+<span class="sd">        G1,G2: NetworkX Graph or MultiGraph instances.</span>
+<span class="sd">            The two graphs to check for isomorphism or monomorphism</span>
+
+<span class="sd">        G1_labels,G2_labels: dict</span>
+<span class="sd">            The label of every node in G1 and G2 respectively</span>
+
+<span class="sd">    state_params: namedtuple</span>
+<span class="sd">        Contains all the State-related parameters:</span>
+
+<span class="sd">        mapping: dict</span>
+<span class="sd">            The mapping as extended so far. Maps nodes of G1 to nodes of G2</span>
+
+<span class="sd">        reverse_mapping: dict</span>
+<span class="sd">            The reverse mapping as extended so far. Maps nodes from G2 to nodes of G1. It&#39;s basically &quot;mapping&quot; reversed</span>
+
+<span class="sd">        T1, T2: set</span>
+<span class="sd">            Ti contains uncovered neighbors of covered nodes from Gi, i.e. nodes that are not in the mapping, but are</span>
+<span class="sd">            neighbors of nodes that are.</span>
+
+<span class="sd">        T1_tilde, T2_tilde: set</span>
+<span class="sd">            Ti_out contains all the nodes from Gi, that are neither in the mapping nor in Ti</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">G1</span><span class="p">,</span> <span class="n">G2</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">graph_params</span>
+    <span class="p">(</span>
+        <span class="n">mapping</span><span class="p">,</span>
+        <span class="n">reverse_mapping</span><span class="p">,</span>
+        <span class="n">T1</span><span class="p">,</span>
+        <span class="n">T1_in</span><span class="p">,</span>
+        <span class="n">T1_tilde</span><span class="p">,</span>
+        <span class="n">T1_tilde_in</span><span class="p">,</span>
+        <span class="n">T2</span><span class="p">,</span>
+        <span class="n">T2_in</span><span class="p">,</span>
+        <span class="n">T2_tilde</span><span class="p">,</span>
+        <span class="n">T2_tilde_in</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">=</span> <span class="n">state_params</span>
+
+    <span class="n">uncovered_successors_G1</span> <span class="o">=</span> <span class="p">{</span><span class="n">succ</span> <span class="k">for</span> <span class="n">succ</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">new_node1</span><span class="p">]</span> <span class="k">if</span> <span class="n">succ</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">}</span>
+    <span class="n">uncovered_successors_G2</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="n">succ</span> <span class="k">for</span> <span class="n">succ</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">[</span><span class="n">new_node2</span><span class="p">]</span> <span class="k">if</span> <span class="n">succ</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">reverse_mapping</span>
+    <span class="p">}</span>
+
+    <span class="c1"># Add the uncovered neighbors of node1 and node2 in T1 and T2 respectively</span>
+    <span class="n">T1</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">uncovered_successors_G1</span><span class="p">)</span>
+    <span class="n">T2</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">uncovered_successors_G2</span><span class="p">)</span>
+    <span class="n">T1</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">new_node1</span><span class="p">)</span>
+    <span class="n">T2</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">new_node2</span><span class="p">)</span>
+
+    <span class="n">T1_tilde</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">uncovered_successors_G1</span><span class="p">)</span>
+    <span class="n">T2_tilde</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">uncovered_successors_G2</span><span class="p">)</span>
+    <span class="n">T1_tilde</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">new_node1</span><span class="p">)</span>
+    <span class="n">T2_tilde</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">new_node2</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">G1</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
+        <span class="k">return</span>
+
+    <span class="n">uncovered_predecessors_G1</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="n">pred</span> <span class="k">for</span> <span class="n">pred</span> <span class="ow">in</span> <span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">new_node1</span><span class="p">]</span> <span class="k">if</span> <span class="n">pred</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">mapping</span>
+    <span class="p">}</span>
+    <span class="n">uncovered_predecessors_G2</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="n">pred</span> <span class="k">for</span> <span class="n">pred</span> <span class="ow">in</span> <span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">new_node2</span><span class="p">]</span> <span class="k">if</span> <span class="n">pred</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">reverse_mapping</span>
+    <span class="p">}</span>
+
+    <span class="n">T1_in</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">uncovered_predecessors_G1</span><span class="p">)</span>
+    <span class="n">T2_in</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">uncovered_predecessors_G2</span><span class="p">)</span>
+    <span class="n">T1_in</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">new_node1</span><span class="p">)</span>
+    <span class="n">T2_in</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">new_node2</span><span class="p">)</span>
+
+    <span class="n">T1_tilde</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">uncovered_predecessors_G1</span><span class="p">)</span>
+    <span class="n">T2_tilde</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">uncovered_predecessors_G2</span><span class="p">)</span>
+    <span class="n">T1_tilde</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">new_node1</span><span class="p">)</span>
+    <span class="n">T2_tilde</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">new_node2</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">_restore_Tinout</span><span class="p">(</span><span class="n">popped_node1</span><span class="p">,</span> <span class="n">popped_node2</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Restores the previous version of Ti/Ti_out when a node pair is deleted from the mapping.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    popped_node1, popped_node2: Graph node</span>
+<span class="sd">        The two nodes deleted from the mapping.</span>
+
+<span class="sd">    graph_params: namedtuple</span>
+<span class="sd">        Contains all the Graph-related parameters:</span>
+
+<span class="sd">        G1,G2: NetworkX Graph or MultiGraph instances.</span>
+<span class="sd">            The two graphs to check for isomorphism or monomorphism</span>
+
+<span class="sd">        G1_labels,G2_labels: dict</span>
+<span class="sd">            The label of every node in G1 and G2 respectively</span>
+
+<span class="sd">    state_params: namedtuple</span>
+<span class="sd">        Contains all the State-related parameters:</span>
+
+<span class="sd">        mapping: dict</span>
+<span class="sd">            The mapping as extended so far. Maps nodes of G1 to nodes of G2</span>
+
+<span class="sd">        reverse_mapping: dict</span>
+<span class="sd">            The reverse mapping as extended so far. Maps nodes from G2 to nodes of G1. It&#39;s basically &quot;mapping&quot; reversed</span>
+
+<span class="sd">        T1, T2: set</span>
+<span class="sd">            Ti contains uncovered neighbors of covered nodes from Gi, i.e. nodes that are not in the mapping, but are</span>
+<span class="sd">            neighbors of nodes that are.</span>
+
+<span class="sd">        T1_tilde, T2_tilde: set</span>
+<span class="sd">            Ti_out contains all the nodes from Gi, that are neither in the mapping nor in Ti</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># If the node we want to remove from the mapping, has at least one covered neighbor, add it to T1.</span>
+    <span class="n">G1</span><span class="p">,</span> <span class="n">G2</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">graph_params</span>
+    <span class="p">(</span>
+        <span class="n">mapping</span><span class="p">,</span>
+        <span class="n">reverse_mapping</span><span class="p">,</span>
+        <span class="n">T1</span><span class="p">,</span>
+        <span class="n">T1_in</span><span class="p">,</span>
+        <span class="n">T1_tilde</span><span class="p">,</span>
+        <span class="n">T1_tilde_in</span><span class="p">,</span>
+        <span class="n">T2</span><span class="p">,</span>
+        <span class="n">T2_in</span><span class="p">,</span>
+        <span class="n">T2_tilde</span><span class="p">,</span>
+        <span class="n">T2_tilde_in</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">=</span> <span class="n">state_params</span>
+
+    <span class="n">is_added</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="k">for</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">popped_node1</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">:</span>
+            <span class="c1"># if a neighbor of the excluded node1 is in the mapping, keep node1 in T1</span>
+            <span class="n">is_added</span> <span class="o">=</span> <span class="kc">True</span>
+            <span class="n">T1</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node1</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># check if its neighbor has another connection with a covered node. If not, only then exclude it from T1</span>
+            <span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="n">nbr</span> <span class="ow">in</span> <span class="n">mapping</span> <span class="k">for</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">neighbor</span><span class="p">]):</span>
+                <span class="k">continue</span>
+            <span class="n">T1</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">neighbor</span><span class="p">)</span>
+            <span class="n">T1_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">neighbor</span><span class="p">)</span>
+
+    <span class="c1"># Case where the node is not present in neither the mapping nor T1. By definition, it should belong to T1_tilde</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">is_added</span><span class="p">:</span>
+        <span class="n">T1_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node1</span><span class="p">)</span>
+
+    <span class="n">is_added</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="k">for</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">[</span><span class="n">popped_node2</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">neighbor</span> <span class="ow">in</span> <span class="n">reverse_mapping</span><span class="p">:</span>
+            <span class="n">is_added</span> <span class="o">=</span> <span class="kc">True</span>
+            <span class="n">T2</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node2</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="n">nbr</span> <span class="ow">in</span> <span class="n">reverse_mapping</span> <span class="k">for</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">[</span><span class="n">neighbor</span><span class="p">]):</span>
+                <span class="k">continue</span>
+            <span class="n">T2</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">neighbor</span><span class="p">)</span>
+            <span class="n">T2_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">neighbor</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">is_added</span><span class="p">:</span>
+        <span class="n">T2_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node2</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">_restore_Tinout_Di</span><span class="p">(</span><span class="n">popped_node1</span><span class="p">,</span> <span class="n">popped_node2</span><span class="p">,</span> <span class="n">graph_params</span><span class="p">,</span> <span class="n">state_params</span><span class="p">):</span>
+    <span class="c1"># If the node we want to remove from the mapping, has at least one covered neighbor, add it to T1.</span>
+    <span class="n">G1</span><span class="p">,</span> <span class="n">G2</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="n">graph_params</span>
+    <span class="p">(</span>
+        <span class="n">mapping</span><span class="p">,</span>
+        <span class="n">reverse_mapping</span><span class="p">,</span>
+        <span class="n">T1</span><span class="p">,</span>
+        <span class="n">T1_in</span><span class="p">,</span>
+        <span class="n">T1_tilde</span><span class="p">,</span>
+        <span class="n">T1_tilde_in</span><span class="p">,</span>
+        <span class="n">T2</span><span class="p">,</span>
+        <span class="n">T2_in</span><span class="p">,</span>
+        <span class="n">T2_tilde</span><span class="p">,</span>
+        <span class="n">T2_tilde_in</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">=</span> <span class="n">state_params</span>
+
+    <span class="n">is_added</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="k">for</span> <span class="n">successor</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">popped_node1</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">successor</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">:</span>
+            <span class="c1"># if a neighbor of the excluded node1 is in the mapping, keep node1 in T1</span>
+            <span class="n">is_added</span> <span class="o">=</span> <span class="kc">True</span>
+            <span class="n">T1_in</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node1</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># check if its neighbor has another connection with a covered node. If not, only then exclude it from T1</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">pred</span> <span class="ow">in</span> <span class="n">mapping</span> <span class="k">for</span> <span class="n">pred</span> <span class="ow">in</span> <span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">successor</span><span class="p">]):</span>
+                <span class="n">T1</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">successor</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">succ</span> <span class="ow">in</span> <span class="n">mapping</span> <span class="k">for</span> <span class="n">succ</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">successor</span><span class="p">]):</span>
+                <span class="n">T1_in</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">successor</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="n">successor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">T1</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">successor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">T1_in</span><span class="p">:</span>
+                    <span class="n">T1_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">successor</span><span class="p">)</span>
+
+    <span class="k">for</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">popped_node1</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">mapping</span><span class="p">:</span>
+            <span class="c1"># if a neighbor of the excluded node1 is in the mapping, keep node1 in T1</span>
+            <span class="n">is_added</span> <span class="o">=</span> <span class="kc">True</span>
+            <span class="n">T1</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node1</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># check if its neighbor has another connection with a covered node. If not, only then exclude it from T1</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">pred</span> <span class="ow">in</span> <span class="n">mapping</span> <span class="k">for</span> <span class="n">pred</span> <span class="ow">in</span> <span class="n">G1</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">predecessor</span><span class="p">]):</span>
+                <span class="n">T1</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">predecessor</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">succ</span> <span class="ow">in</span> <span class="n">mapping</span> <span class="k">for</span> <span class="n">succ</span> <span class="ow">in</span> <span class="n">G1</span><span class="p">[</span><span class="n">predecessor</span><span class="p">]):</span>
+                <span class="n">T1_in</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">predecessor</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">predecessor</span> <span class="ow">in</span> <span class="n">T1</span> <span class="ow">or</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">T1_in</span><span class="p">):</span>
+                <span class="n">T1_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">predecessor</span><span class="p">)</span>
+
+    <span class="c1"># Case where the node is not present in neither the mapping nor T1. By definition it should belong to T1_tilde</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">is_added</span><span class="p">:</span>
+        <span class="n">T1_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node1</span><span class="p">)</span>
+
+    <span class="n">is_added</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="k">for</span> <span class="n">successor</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">[</span><span class="n">popped_node2</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">successor</span> <span class="ow">in</span> <span class="n">reverse_mapping</span><span class="p">:</span>
+            <span class="n">is_added</span> <span class="o">=</span> <span class="kc">True</span>
+            <span class="n">T2_in</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node2</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">pred</span> <span class="ow">in</span> <span class="n">reverse_mapping</span> <span class="k">for</span> <span class="n">pred</span> <span class="ow">in</span> <span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">successor</span><span class="p">]):</span>
+                <span class="n">T2</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">successor</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">succ</span> <span class="ow">in</span> <span class="n">reverse_mapping</span> <span class="k">for</span> <span class="n">succ</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">[</span><span class="n">successor</span><span class="p">]):</span>
+                <span class="n">T2_in</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">successor</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="n">successor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">T2</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">successor</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">T2_in</span><span class="p">:</span>
+                    <span class="n">T2_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">successor</span><span class="p">)</span>
+
+    <span class="k">for</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">popped_node2</span><span class="p">]:</span>
+        <span class="k">if</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">reverse_mapping</span><span class="p">:</span>
+            <span class="c1"># if a neighbor of the excluded node1 is in the mapping, keep node1 in T1</span>
+            <span class="n">is_added</span> <span class="o">=</span> <span class="kc">True</span>
+            <span class="n">T2</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node2</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># check if its neighbor has another connection with a covered node. If not, only then exclude it from T1</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">pred</span> <span class="ow">in</span> <span class="n">reverse_mapping</span> <span class="k">for</span> <span class="n">pred</span> <span class="ow">in</span> <span class="n">G2</span><span class="o">.</span><span class="n">pred</span><span class="p">[</span><span class="n">predecessor</span><span class="p">]):</span>
+                <span class="n">T2</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">predecessor</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="nb">any</span><span class="p">(</span><span class="n">succ</span> <span class="ow">in</span> <span class="n">reverse_mapping</span> <span class="k">for</span> <span class="n">succ</span> <span class="ow">in</span> <span class="n">G2</span><span class="p">[</span><span class="n">predecessor</span><span class="p">]):</span>
+                <span class="n">T2_in</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">predecessor</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">predecessor</span> <span class="ow">in</span> <span class="n">T2</span> <span class="ow">or</span> <span class="n">predecessor</span> <span class="ow">in</span> <span class="n">T2_in</span><span class="p">):</span>
+                <span class="n">T2_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">predecessor</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">is_added</span><span class="p">:</span>
+        <span class="n">T2_tilde</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">popped_node2</span><span class="p">)</span>
 </pre></div>
 
             </article>
@@ -833,11 +1552,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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diff --git a/_modules/networkx/algorithms/isomorphism/vf2userfunc.html b/_modules/networkx/algorithms/isomorphism/vf2userfunc.html
index 310610e2..59182e69 100644
--- a/_modules/networkx/algorithms/isomorphism/vf2userfunc.html
+++ b/_modules/networkx/algorithms/isomorphism/vf2userfunc.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.isomorphism.vf2userfunc &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isomorphism.vf2userfunc &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/isomorphism/vf2userfunc';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/isomorphism/vf2userfunc.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -509,7 +521,6 @@
 
     <span class="c1"># Make sure the edges match</span>
     <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">edge_match</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-
         <span class="c1"># Cached lookups</span>
         <span class="n">G1nbrs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">G1_adj</span><span class="p">[</span><span class="n">G1_node</span><span class="p">]</span>
         <span class="n">G2nbrs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">G2_adj</span><span class="p">[</span><span class="n">G2_node</span><span class="p">]</span>
@@ -651,13 +662,9 @@
 <span class="k">class</span> <span class="nc">MultiGraphMatcher</span><span class="p">(</span><span class="n">GraphMatcher</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;VF2 isomorphism checker for undirected multigraphs.&quot;&quot;&quot;</span>
 
-    <span class="k">pass</span>
-
 
 <span class="k">class</span> <span class="nc">MultiDiGraphMatcher</span><span class="p">(</span><span class="n">DiGraphMatcher</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;VF2 isomorphism checker for directed multigraphs.&quot;&quot;&quot;</span>
-
-    <span class="k">pass</span>
 </pre></div>
 
             </article>
@@ -672,11 +679,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/link_analysis/hits_alg.html b/_modules/networkx/algorithms/link_analysis/hits_alg.html
index ddb890c9..9b927f53 100644
--- a/_modules/networkx/algorithms/link_analysis/hits_alg.html
+++ b/_modules/networkx/algorithms/link_analysis/hits_alg.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.link_analysis.hits_alg &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.link_analysis.hits_alg &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/link_analysis/hits_alg';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/link_analysis/hits_alg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -810,11 +822,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/link_analysis/pagerank_alg.html b/_modules/networkx/algorithms/link_analysis/pagerank_alg.html
index cba43835..f965aaf7 100644
--- a/_modules/networkx/algorithms/link_analysis/pagerank_alg.html
+++ b/_modules/networkx/algorithms/link_analysis/pagerank_alg.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.link_analysis.pagerank_alg &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.link_analysis.pagerank_alg &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/link_analysis/pagerank_alg';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/link_analysis/pagerank_alg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -499,7 +511,7 @@
 <span class="sd">      The &quot;personalization vector&quot; consisting of a dictionary with a</span>
 <span class="sd">      key some subset of graph nodes and personalization value each of those.</span>
 <span class="sd">      At least one personalization value must be non-zero.</span>
-<span class="sd">      If not specfiied, a nodes personalization value will be zero.</span>
+<span class="sd">      If not specified, a nodes personalization value will be zero.</span>
 <span class="sd">      By default, a uniform distribution is used.</span>
 
 <span class="sd">    max_iter : integer, optional</span>
@@ -507,6 +519,7 @@
 
 <span class="sd">    tol : float, optional</span>
 <span class="sd">      Error tolerance used to check convergence in power method solver.</span>
+<span class="sd">      The iteration will stop after a tolerance of ``len(G) * tol`` is reached.</span>
 
 <span class="sd">    nstart : dictionary, optional</span>
 <span class="sd">      Starting value of PageRank iteration for each node.</span>
@@ -653,7 +666,7 @@
 <span class="sd">      The &quot;personalization vector&quot; consisting of a dictionary with a</span>
 <span class="sd">      key some subset of graph nodes and personalization value each of those.</span>
 <span class="sd">      At least one personalization value must be non-zero.</span>
-<span class="sd">      If not specfiied, a nodes personalization value will be zero.</span>
+<span class="sd">      If not specifed, a nodes personalization value will be zero.</span>
 <span class="sd">      By default, a uniform distribution is used.</span>
 
 <span class="sd">    nodelist : list, optional</span>
@@ -752,7 +765,7 @@
 <span class="sd">      The &quot;personalization vector&quot; consisting of a dictionary with a</span>
 <span class="sd">      key some subset of graph nodes and personalization value each of those.</span>
 <span class="sd">      At least one personalization value must be non-zero.</span>
-<span class="sd">      If not specfiied, a nodes personalization value will be zero.</span>
+<span class="sd">      If not specified, a nodes personalization value will be zero.</span>
 <span class="sd">      By default, a uniform distribution is used.</span>
 
 <span class="sd">    weight : key, optional</span>
@@ -846,7 +859,7 @@
 <span class="sd">      The &quot;personalization vector&quot; consisting of a dictionary with a</span>
 <span class="sd">      key some subset of graph nodes and personalization value each of those.</span>
 <span class="sd">      At least one personalization value must be non-zero.</span>
-<span class="sd">      If not specfiied, a nodes personalization value will be zero.</span>
+<span class="sd">      If not specified, a nodes personalization value will be zero.</span>
 <span class="sd">      By default, a uniform distribution is used.</span>
 
 <span class="sd">    max_iter : integer, optional</span>
@@ -854,6 +867,7 @@
 
 <span class="sd">    tol : float, optional</span>
 <span class="sd">      Error tolerance used to check convergence in power method solver.</span>
+<span class="sd">      The iteration will stop after a tolerance of ``len(G) * tol`` is reached.</span>
 
 <span class="sd">    nstart : dictionary, optional</span>
 <span class="sd">      Starting value of PageRank iteration for each node.</span>
@@ -973,11 +987,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/link_prediction.html b/_modules/networkx/algorithms/link_prediction.html
index e7df6b9b..16200ff1 100644
--- a/_modules/networkx/algorithms/link_prediction.html
+++ b/_modules/networkx/algorithms/link_prediction.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.link_prediction &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.link_prediction &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/link_prediction';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/link_prediction.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1072,11 +1084,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/lowest_common_ancestors.html b/_modules/networkx/algorithms/lowest_common_ancestors.html
index a6f48279..abc7f258 100644
--- a/_modules/networkx/algorithms/lowest_common_ancestors.html
+++ b/_modules/networkx/algorithms/lowest_common_ancestors.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.lowest_common_ancestors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.lowest_common_ancestors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/lowest_common_ancestors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/lowest_common_ancestors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -740,11 +752,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/matching.html b/_modules/networkx/algorithms/matching.html
index c413ddd7..992431bf 100644
--- a/_modules/networkx/algorithms/matching.html
+++ b/_modules/networkx/algorithms/matching.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -854,8 +866,6 @@
     <span class="k">class</span> <span class="nc">NoNode</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Dummy value which is different from any node.&quot;&quot;&quot;</span>
 
-        <span class="k">pass</span>
-
     <span class="k">class</span> <span class="nc">Blossom</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Representation of a non-trivial blossom or sub-blossom.&quot;&quot;&quot;</span>
 
@@ -1269,7 +1279,7 @@
     <span class="c1"># Swap matched/unmatched edges over an alternating path between two</span>
     <span class="c1"># single vertices. The augmenting path runs through S-vertices v and w.</span>
     <span class="k">def</span> <span class="nf">augmentMatching</span><span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">w</span><span class="p">):</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">s</span><span class="p">,</span> <span class="n">j</span><span class="p">)</span> <span class="ow">in</span> <span class="p">((</span><span class="n">v</span><span class="p">,</span> <span class="n">w</span><span class="p">),</span> <span class="p">(</span><span class="n">w</span><span class="p">,</span> <span class="n">v</span><span class="p">)):</span>
+        <span class="k">for</span> <span class="n">s</span><span class="p">,</span> <span class="n">j</span> <span class="ow">in</span> <span class="p">((</span><span class="n">v</span><span class="p">,</span> <span class="n">w</span><span class="p">),</span> <span class="p">(</span><span class="n">w</span><span class="p">,</span> <span class="n">v</span><span class="p">)):</span>
             <span class="c1"># Match vertex s to vertex j. Then trace back from s</span>
             <span class="c1"># until we find a single vertex, swapping matched and unmatched</span>
             <span class="c1"># edges as we go.</span>
@@ -1326,7 +1336,7 @@
                 <span class="n">jblossoms</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">blossomparent</span><span class="p">[</span><span class="n">jblossoms</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]])</span>
             <span class="n">iblossoms</span><span class="o">.</span><span class="n">reverse</span><span class="p">()</span>
             <span class="n">jblossoms</span><span class="o">.</span><span class="n">reverse</span><span class="p">()</span>
-            <span class="k">for</span> <span class="p">(</span><span class="n">bi</span><span class="p">,</span> <span class="n">bj</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">iblossoms</span><span class="p">,</span> <span class="n">jblossoms</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">bi</span><span class="p">,</span> <span class="n">bj</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">iblossoms</span><span class="p">,</span> <span class="n">jblossoms</span><span class="p">):</span>
                 <span class="k">if</span> <span class="n">bi</span> <span class="o">!=</span> <span class="n">bj</span><span class="p">:</span>
                     <span class="k">break</span>
                 <span class="n">s</span> <span class="o">+=</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">blossomdual</span><span class="p">[</span><span class="n">bi</span><span class="p">]</span>
@@ -1341,13 +1351,12 @@
         <span class="k">for</span> <span class="n">b</span> <span class="ow">in</span> <span class="n">blossomdual</span><span class="p">:</span>
             <span class="k">if</span> <span class="n">blossomdual</span><span class="p">[</span><span class="n">b</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
                 <span class="k">assert</span> <span class="nb">len</span><span class="p">(</span><span class="n">b</span><span class="o">.</span><span class="n">edges</span><span class="p">)</span> <span class="o">%</span> <span class="mi">2</span> <span class="o">==</span> <span class="mi">1</span>
-                <span class="k">for</span> <span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">j</span><span class="p">)</span> <span class="ow">in</span> <span class="n">b</span><span class="o">.</span><span class="n">edges</span><span class="p">[</span><span class="mi">1</span><span class="p">::</span><span class="mi">2</span><span class="p">]:</span>
+                <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">b</span><span class="o">.</span><span class="n">edges</span><span class="p">[</span><span class="mi">1</span><span class="p">::</span><span class="mi">2</span><span class="p">]:</span>
                     <span class="k">assert</span> <span class="n">mate</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">==</span> <span class="n">j</span> <span class="ow">and</span> <span class="n">mate</span><span class="p">[</span><span class="n">j</span><span class="p">]</span> <span class="o">==</span> <span class="n">i</span>
         <span class="c1"># Ok.</span>
 
     <span class="c1"># Main loop: continue until no further improvement is possible.</span>
     <span class="k">while</span> <span class="mi">1</span><span class="p">:</span>
-
         <span class="c1"># Each iteration of this loop is a &quot;stage&quot;.</span>
         <span class="c1"># A stage finds an augmenting path and uses that to improve</span>
         <span class="c1"># the matching.</span>
@@ -1376,7 +1385,6 @@
         <span class="c1"># Loop until we succeed in augmenting the matching.</span>
         <span class="n">augmented</span> <span class="o">=</span> <span class="mi">0</span>
         <span class="k">while</span> <span class="mi">1</span><span class="p">:</span>
-
             <span class="c1"># Each iteration of this loop is a &quot;substage&quot;.</span>
             <span class="c1"># A substage tries to find an augmenting path;</span>
             <span class="c1"># if found, the path is used to improve the matching and</span>
@@ -1387,7 +1395,6 @@
             <span class="c1"># Continue labeling until all vertices which are reachable</span>
             <span class="c1"># through an alternating path have got a label.</span>
             <span class="k">while</span> <span class="n">queue</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">augmented</span><span class="p">:</span>
-
                 <span class="c1"># Take an S vertex from the queue.</span>
                 <span class="n">v</span> <span class="o">=</span> <span class="n">queue</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
                 <span class="k">assert</span> <span class="n">label</span><span class="p">[</span><span class="n">inblossom</span><span class="p">[</span><span class="n">v</span><span class="p">]]</span> <span class="o">==</span> <span class="mi">1</span>
@@ -1583,11 +1590,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/minors/contraction.html b/_modules/networkx/algorithms/minors/contraction.html
index 90cd96a0..88bf64e4 100644
--- a/_modules/networkx/algorithms/minors/contraction.html
+++ b/_modules/networkx/algorithms/minors/contraction.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.minors.contraction &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.minors.contraction &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/minors/contraction';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/minors/contraction.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -771,7 +783,7 @@
     <span class="c1"># If the partition is a dict, it is assumed to be one where the keys are</span>
     <span class="c1"># user-defined block labels, and values are block lists, tuples or sets.</span>
     <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">partition</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
-        <span class="n">partition</span> <span class="o">=</span> <span class="p">[</span><span class="n">block</span> <span class="k">for</span> <span class="n">block</span> <span class="ow">in</span> <span class="n">partition</span><span class="o">.</span><span class="n">values</span><span class="p">()]</span>
+        <span class="n">partition</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">partition</span><span class="o">.</span><span class="n">values</span><span class="p">())</span>
 
     <span class="c1"># If the user provided partition as a collection of sets. Then we</span>
     <span class="c1"># need to check if partition covers all of G nodes. If the answer</span>
@@ -807,9 +819,12 @@
 
         <span class="k">def</span> <span class="nf">node_data</span><span class="p">(</span><span class="n">b</span><span class="p">):</span>
             <span class="n">S</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">subgraph</span><span class="p">(</span><span class="n">b</span><span class="p">)</span>
-            <span class="k">return</span> <span class="nb">dict</span><span class="p">(</span>
-                <span class="n">graph</span><span class="o">=</span><span class="n">S</span><span class="p">,</span> <span class="n">nnodes</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">S</span><span class="p">),</span> <span class="n">nedges</span><span class="o">=</span><span class="n">S</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(),</span> <span class="n">density</span><span class="o">=</span><span class="n">density</span><span class="p">(</span><span class="n">S</span><span class="p">)</span>
-            <span class="p">)</span>
+            <span class="k">return</span> <span class="p">{</span>
+                <span class="s2">&quot;graph&quot;</span><span class="p">:</span> <span class="n">S</span><span class="p">,</span>
+                <span class="s2">&quot;nnodes&quot;</span><span class="p">:</span> <span class="nb">len</span><span class="p">(</span><span class="n">S</span><span class="p">),</span>
+                <span class="s2">&quot;nedges&quot;</span><span class="p">:</span> <span class="n">S</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">(),</span>
+                <span class="s2">&quot;density&quot;</span><span class="p">:</span> <span class="n">density</span><span class="p">(</span><span class="n">S</span><span class="p">),</span>
+            <span class="p">}</span>
 
     <span class="c1"># Each block of the partition becomes a node in the quotient graph.</span>
     <span class="n">partition</span> <span class="o">=</span> <span class="p">[</span><span class="nb">frozenset</span><span class="p">(</span><span class="n">b</span><span class="p">)</span> <span class="k">for</span> <span class="n">b</span> <span class="ow">in</span> <span class="n">partition</span><span class="p">]</span>
@@ -968,7 +983,7 @@
     <span class="n">v_data</span> <span class="o">=</span> <span class="n">H</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">v</span><span class="p">]</span>
     <span class="n">H</span><span class="o">.</span><span class="n">remove_node</span><span class="p">(</span><span class="n">v</span><span class="p">)</span>
 
-    <span class="k">for</span> <span class="p">(</span><span class="n">prev_w</span><span class="p">,</span> <span class="n">prev_x</span><span class="p">,</span> <span class="n">d</span><span class="p">)</span> <span class="ow">in</span> <span class="n">edges_to_remap</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">prev_w</span><span class="p">,</span> <span class="n">prev_x</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">edges_to_remap</span><span class="p">:</span>
         <span class="n">w</span> <span class="o">=</span> <span class="n">prev_w</span> <span class="k">if</span> <span class="n">prev_w</span> <span class="o">!=</span> <span class="n">v</span> <span class="k">else</span> <span class="n">u</span>
         <span class="n">x</span> <span class="o">=</span> <span class="n">prev_x</span> <span class="k">if</span> <span class="n">prev_x</span> <span class="o">!=</span> <span class="n">v</span> <span class="k">else</span> <span class="n">u</span>
 
@@ -1074,11 +1089,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/mis.html b/_modules/networkx/algorithms/mis.html
index d9143cb7..a885c998 100644
--- a/_modules/networkx/algorithms/mis.html
+++ b/_modules/networkx/algorithms/mis.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.mis &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.mis &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/mis';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/mis.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -551,11 +563,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/moral.html b/_modules/networkx/algorithms/moral.html
index ff45b514..f696c8d2 100644
--- a/_modules/networkx/algorithms/moral.html
+++ b/_modules/networkx/algorithms/moral.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.moral &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.moral &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/moral';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/moral.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -532,11 +544,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/node_classification.html b/_modules/networkx/algorithms/node_classification.html
index 43d7b891..3de5c502 100644
--- a/_modules/networkx/algorithms/node_classification.html
+++ b/_modules/networkx/algorithms/node_classification.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.node_classification &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.node_classification &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/node_classification';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/node_classification.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -693,11 +705,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/non_randomness.html b/_modules/networkx/algorithms/non_randomness.html
index 4e97da33..7a8258fc 100644
--- a/_modules/networkx/algorithms/non_randomness.html
+++ b/_modules/networkx/algorithms/non_randomness.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.non_randomness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.non_randomness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/non_randomness';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/non_randomness.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -570,11 +582,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/operators/all.html b/_modules/networkx/algorithms/operators/all.html
index f3a6855a..1516fe57 100644
--- a/_modules/networkx/algorithms/operators/all.html
+++ b/_modules/networkx/algorithms/operators/all.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.operators.all &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.operators.all &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/operators/all';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/operators/all.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -706,11 +718,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/operators/binary.html b/_modules/networkx/algorithms/operators/binary.html
index d766ce23..f2633318 100644
--- a/_modules/networkx/algorithms/operators/binary.html
+++ b/_modules/networkx/algorithms/operators/binary.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.operators.binary &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.operators.binary &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/operators/binary';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/operators/binary.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -911,11 +923,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/operators/product.html b/_modules/networkx/algorithms/operators/product.html
index 310beb8e..578a529d 100644
--- a/_modules/networkx/algorithms/operators/product.html
+++ b/_modules/networkx/algorithms/operators/product.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.operators.product &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.operators.product &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/operators/product';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/operators/product.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -573,7 +585,7 @@
 
 
 <span class="k">def</span> <span class="nf">_init_product_graph</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">H</span><span class="p">):</span>
-    <span class="k">if</span> <span class="ow">not</span> <span class="n">G</span><span class="o">.</span><span class="n">is_directed</span><span class="p">()</span> <span class="o">==</span> <span class="n">H</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
+    <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">is_directed</span><span class="p">()</span> <span class="o">!=</span> <span class="n">H</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
         <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;G and H must be both directed or both undirected&quot;</span>
         <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
     <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">()</span> <span class="ow">or</span> <span class="n">H</span><span class="o">.</span><span class="n">is_multigraph</span><span class="p">():</span>
@@ -975,7 +987,6 @@
     <span class="n">GH</span><span class="o">.</span><span class="n">add_edges_from</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">)</span>
 
     <span class="k">for</span> <span class="n">G_node</span> <span class="ow">in</span> <span class="n">G</span><span class="p">:</span>
-
         <span class="c1"># copy nodes of H in GH, call it H_i</span>
         <span class="n">GH</span><span class="o">.</span><span class="n">add_nodes_from</span><span class="p">((</span><span class="n">G_node</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">H</span><span class="p">)</span>
 
@@ -1002,11 +1013,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/operators/unary.html b/_modules/networkx/algorithms/operators/unary.html
index 15408756..3481a543 100644
--- a/_modules/networkx/algorithms/operators/unary.html
+++ b/_modules/networkx/algorithms/operators/unary.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.operators.unary &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.operators.unary &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/operators/unary';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/operators/unary.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -549,11 +561,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/planar_drawing.html b/_modules/networkx/algorithms/planar_drawing.html
index fb6c5154..69e27bce 100644
--- a/_modules/networkx/algorithms/planar_drawing.html
+++ b/_modules/networkx/algorithms/planar_drawing.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.planar_drawing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.planar_drawing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/planar_drawing';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/planar_drawing.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -571,7 +583,7 @@
             <span class="n">left_t_child</span><span class="p">[</span><span class="n">vk</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
 
     <span class="c1"># 2. Phase: Set absolute positions</span>
-    <span class="n">pos</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+    <span class="n">pos</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="n">pos</span><span class="p">[</span><span class="n">v1</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">y_coordinate</span><span class="p">[</span><span class="n">v1</span><span class="p">])</span>
     <span class="n">remaining_nodes</span> <span class="o">=</span> <span class="p">[</span><span class="n">v1</span><span class="p">]</span>
     <span class="k">while</span> <span class="n">remaining_nodes</span><span class="p">:</span>
@@ -676,7 +688,7 @@
         <span class="k">return</span> <span class="n">outer_face_ccw_nbr</span><span class="p">[</span><span class="n">x</span><span class="p">]</span> <span class="o">==</span> <span class="n">y</span> <span class="ow">or</span> <span class="n">outer_face_cw_nbr</span><span class="p">[</span><span class="n">x</span><span class="p">]</span> <span class="o">==</span> <span class="n">y</span>
 
     <span class="k">def</span> <span class="nf">is_on_outer_face</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
-        <span class="k">return</span> <span class="n">x</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">marked_nodes</span> <span class="ow">and</span> <span class="p">(</span><span class="n">x</span> <span class="ow">in</span> <span class="n">outer_face_ccw_nbr</span><span class="o">.</span><span class="n">keys</span><span class="p">()</span> <span class="ow">or</span> <span class="n">x</span> <span class="o">==</span> <span class="n">v1</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">x</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">marked_nodes</span> <span class="ow">and</span> <span class="p">(</span><span class="n">x</span> <span class="ow">in</span> <span class="n">outer_face_ccw_nbr</span> <span class="ow">or</span> <span class="n">x</span> <span class="o">==</span> <span class="n">v1</span><span class="p">)</span>
 
     <span class="c1"># Initialize number of chords</span>
     <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">outer_face</span><span class="p">:</span>
@@ -686,7 +698,7 @@
                 <span class="n">ready_to_pick</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">v</span><span class="p">)</span>
 
     <span class="c1"># Initialize canonical_ordering</span>
-    <span class="n">canonical_ordering</span> <span class="o">=</span> <span class="p">[</span><span class="kc">None</span><span class="p">]</span> <span class="o">*</span> <span class="nb">len</span><span class="p">(</span><span class="n">embedding</span><span class="o">.</span><span class="n">nodes</span><span class="p">())</span>  <span class="c1"># type: list</span>
+    <span class="n">canonical_ordering</span> <span class="o">=</span> <span class="p">[</span><span class="kc">None</span><span class="p">]</span> <span class="o">*</span> <span class="nb">len</span><span class="p">(</span><span class="n">embedding</span><span class="o">.</span><span class="n">nodes</span><span class="p">())</span>
     <span class="n">canonical_ordering</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">v1</span><span class="p">,</span> <span class="p">[])</span>
     <span class="n">canonical_ordering</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">v2</span><span class="p">,</span> <span class="p">[])</span>
     <span class="n">ready_to_pick</span><span class="o">.</span><span class="n">discard</span><span class="p">(</span><span class="n">v1</span><span class="p">)</span>
@@ -779,7 +791,7 @@
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="n">_</span><span class="p">,</span> <span class="n">v3</span> <span class="o">=</span> <span class="n">embedding</span><span class="o">.</span><span class="n">next_face_half_edge</span><span class="p">(</span><span class="n">v1</span><span class="p">,</span> <span class="n">v2</span><span class="p">)</span>
     <span class="n">_</span><span class="p">,</span> <span class="n">v4</span> <span class="o">=</span> <span class="n">embedding</span><span class="o">.</span><span class="n">next_face_half_edge</span><span class="p">(</span><span class="n">v2</span><span class="p">,</span> <span class="n">v3</span><span class="p">)</span>
-    <span class="k">if</span> <span class="n">v1</span> <span class="o">==</span> <span class="n">v2</span> <span class="ow">or</span> <span class="n">v1</span> <span class="o">==</span> <span class="n">v3</span><span class="p">:</span>
+    <span class="k">if</span> <span class="n">v1</span> <span class="ow">in</span> <span class="p">(</span><span class="n">v2</span><span class="p">,</span> <span class="n">v3</span><span class="p">):</span>
         <span class="c1"># The component has less than 3 nodes</span>
         <span class="k">return</span>
     <span class="k">while</span> <span class="n">v1</span> <span class="o">!=</span> <span class="n">v4</span><span class="p">:</span>
@@ -939,11 +951,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/planarity.html b/_modules/networkx/algorithms/planarity.html
index b8853a46..c5486bdd 100644
--- a/_modules/networkx/algorithms/planarity.html
+++ b/_modules/networkx/algorithms/planarity.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.planarity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.planarity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/planarity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/planarity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1330,7 +1342,7 @@
 <span class="sd">        set_data</span>
 
 <span class="sd">        &quot;&quot;&quot;</span>
-        <span class="n">embedding</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+        <span class="n">embedding</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="bp">self</span><span class="p">:</span>
             <span class="n">embedding</span><span class="p">[</span><span class="n">v</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">neighbors_cw_order</span><span class="p">(</span><span class="n">v</span><span class="p">))</span>
         <span class="k">return</span> <span class="n">embedding</span></div>
@@ -1649,11 +1661,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/polynomials.html b/_modules/networkx/algorithms/polynomials.html
index 09211792..c9d24989 100644
--- a/_modules/networkx/algorithms/polynomials.html
+++ b/_modules/networkx/algorithms/polynomials.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.polynomials &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.polynomials &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/polynomials';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/polynomials.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -778,11 +790,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/reciprocity.html b/_modules/networkx/algorithms/reciprocity.html
index 12e28869..9bb74dac 100644
--- a/_modules/networkx/algorithms/reciprocity.html
+++ b/_modules/networkx/algorithms/reciprocity.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.reciprocity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.reciprocity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/reciprocity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/reciprocity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -572,11 +584,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/regular.html b/_modules/networkx/algorithms/regular.html
index 20f36e84..e0de469d 100644
--- a/_modules/networkx/algorithms/regular.html
+++ b/_modules/networkx/algorithms/regular.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.regular &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.regular &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/regular';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/regular.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,7 +597,7 @@
             <span class="n">adj_view</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">g</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">original</span><span class="p">]</span>
             <span class="n">neighbors</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">adj_view</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
             <span class="n">edge_attrs</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">adj_view</span><span class="o">.</span><span class="n">values</span><span class="p">())</span>
-            <span class="k">for</span> <span class="p">(</span><span class="n">outer</span><span class="p">,</span> <span class="n">neighbor</span><span class="p">,</span> <span class="n">edge_attrs</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span>
+            <span class="k">for</span> <span class="n">outer</span><span class="p">,</span> <span class="n">neighbor</span><span class="p">,</span> <span class="n">edge_attrs</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">outer_vertices</span><span class="p">,</span> <span class="n">neighbors</span><span class="p">,</span> <span class="n">edge_attrs</span>
             <span class="p">):</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">g</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span><span class="n">outer</span><span class="p">,</span> <span class="n">neighbor</span><span class="p">,</span> <span class="o">**</span><span class="n">edge_attrs</span><span class="p">)</span>
@@ -618,7 +630,7 @@
 
         <span class="k">def</span> <span class="nf">replace_node</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
             <span class="n">adj_view</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">g</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">original</span><span class="p">]</span>
-            <span class="k">for</span> <span class="p">(</span><span class="n">outer</span><span class="p">,</span> <span class="n">inner</span><span class="p">,</span> <span class="p">(</span><span class="n">neighbor</span><span class="p">,</span> <span class="n">edge_attrs</span><span class="p">))</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span>
+            <span class="k">for</span> <span class="n">outer</span><span class="p">,</span> <span class="n">inner</span><span class="p">,</span> <span class="p">(</span><span class="n">neighbor</span><span class="p">,</span> <span class="n">edge_attrs</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">outer_vertices</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">inner_vertices</span><span class="p">,</span> <span class="nb">list</span><span class="p">(</span><span class="n">adj_view</span><span class="o">.</span><span class="n">items</span><span class="p">())</span>
             <span class="p">):</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">g</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span><span class="n">outer</span><span class="p">,</span> <span class="n">inner</span><span class="p">)</span>
@@ -686,11 +698,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/richclub.html b/_modules/networkx/algorithms/richclub.html
index 80626a6f..a1248da1 100644
--- a/_modules/networkx/algorithms/richclub.html
+++ b/_modules/networkx/algorithms/richclub.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.richclub &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.richclub &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/richclub';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/richclub.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -595,11 +607,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/shortest_paths/astar.html b/_modules/networkx/algorithms/shortest_paths/astar.html
index 3bf7bd4d..c9b12d55 100644
--- a/_modules/networkx/algorithms/shortest_paths/astar.html
+++ b/_modules/networkx/algorithms/shortest_paths/astar.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.shortest_paths.astar &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.shortest_paths.astar &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/shortest_paths/astar';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/shortest_paths/astar.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -685,11 +697,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/shortest_paths/dense.html b/_modules/networkx/algorithms/shortest_paths/dense.html
index b7b67c15..cdca8347 100644
--- a/_modules/networkx/algorithms/shortest_paths/dense.html
+++ b/_modules/networkx/algorithms/shortest_paths/dense.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.shortest_paths.dense &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.shortest_paths.dense &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/shortest_paths/dense';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/shortest_paths/dense.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -473,7 +485,8 @@
 <span class="p">]</span>
 
 
-<div class="viewcode-block" id="floyd_warshall_numpy"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall_numpy.html#networkx.algorithms.shortest_paths.dense.floyd_warshall_numpy">[docs]</a><span class="k">def</span> <span class="nf">floyd_warshall_numpy</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">nodelist</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="floyd_warshall_numpy"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall_numpy.html#networkx.algorithms.shortest_paths.dense.floyd_warshall_numpy">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">floyd_warshall_numpy</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">nodelist</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Find all-pairs shortest path lengths using Floyd&#39;s algorithm.</span>
 
 <span class="sd">    This algorithm for finding shortest paths takes advantage of</span>
@@ -536,7 +549,8 @@
     <span class="k">return</span> <span class="n">A</span></div>
 
 
-<div class="viewcode-block" id="floyd_warshall_predecessor_and_distance"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall_predecessor_and_distance.html#networkx.algorithms.shortest_paths.dense.floyd_warshall_predecessor_and_distance">[docs]</a><span class="k">def</span> <span class="nf">floyd_warshall_predecessor_and_distance</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="floyd_warshall_predecessor_and_distance"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall_predecessor_and_distance.html#networkx.algorithms.shortest_paths.dense.floyd_warshall_predecessor_and_distance">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">floyd_warshall_predecessor_and_distance</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Find all-pairs shortest path lengths using Floyd&#39;s algorithm.</span>
 
 <span class="sd">    Parameters</span>
@@ -661,7 +675,8 @@
     <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="nb">reversed</span><span class="p">(</span><span class="n">path</span><span class="p">))</span></div>
 
 
-<div class="viewcode-block" id="floyd_warshall"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall.html#networkx.algorithms.shortest_paths.dense.floyd_warshall">[docs]</a><span class="k">def</span> <span class="nf">floyd_warshall</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="floyd_warshall"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall.html#networkx.algorithms.shortest_paths.dense.floyd_warshall">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">floyd_warshall</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Find all-pairs shortest path lengths using Floyd&#39;s algorithm.</span>
 
 <span class="sd">    Parameters</span>
@@ -708,11 +723,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/shortest_paths/generic.html b/_modules/networkx/algorithms/shortest_paths/generic.html
index 5fdf61f3..71a062f4 100644
--- a/_modules/networkx/algorithms/shortest_paths/generic.html
+++ b/_modules/networkx/algorithms/shortest_paths/generic.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.shortest_paths.generic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.shortest_paths.generic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/shortest_paths/generic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/shortest_paths/generic.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1051,11 +1063,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/shortest_paths/unweighted.html b/_modules/networkx/algorithms/shortest_paths/unweighted.html
index f8565ac0..3cffc2cd 100644
--- a/_modules/networkx/algorithms/shortest_paths/unweighted.html
+++ b/_modules/networkx/algorithms/shortest_paths/unweighted.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.shortest_paths.unweighted &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.shortest_paths.unweighted &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/shortest_paths/unweighted';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/shortest_paths/unweighted.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -478,7 +490,8 @@
 <span class="p">]</span>
 
 
-<div class="viewcode-block" id="single_source_shortest_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html#networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length">[docs]</a><span class="k">def</span> <span class="nf">single_source_shortest_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="single_source_shortest_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html#networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">single_source_shortest_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute the shortest path lengths from source to all reachable nodes.</span>
 
 <span class="sd">    Parameters</span>
@@ -556,7 +569,8 @@
     <span class="k">del</span> <span class="n">seen</span>
 
 
-<div class="viewcode-block" id="single_target_shortest_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html#networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length">[docs]</a><span class="k">def</span> <span class="nf">single_target_shortest_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">target</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="single_target_shortest_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html#networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">single_target_shortest_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">target</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute the shortest path lengths to target from all reachable nodes.</span>
 
 <span class="sd">    Parameters</span>
@@ -603,7 +617,8 @@
     <span class="k">return</span> <span class="n">_single_shortest_path_length</span><span class="p">(</span><span class="n">adj</span><span class="p">,</span> <span class="n">nextlevel</span><span class="p">,</span> <span class="n">cutoff</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="all_pairs_shortest_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html#networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length">[docs]</a><span class="k">def</span> <span class="nf">all_pairs_shortest_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="all_pairs_shortest_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html#networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">all_pairs_shortest_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Computes the shortest path lengths between all nodes in `G`.</span>
 
 <span class="sd">    Parameters</span>
@@ -755,7 +770,8 @@
     <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXNoPath</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No path between </span><span class="si">{</span><span class="n">source</span><span class="si">}</span><span class="s2"> and </span><span class="si">{</span><span class="n">target</span><span class="si">}</span><span class="s2">.&quot;</span><span class="p">)</span>
 
 
-<div class="viewcode-block" id="single_source_shortest_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path.html#networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path">[docs]</a><span class="k">def</span> <span class="nf">single_source_shortest_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="single_source_shortest_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path.html#networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">single_source_shortest_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute shortest path between source</span>
 <span class="sd">    and all other nodes reachable from source.</span>
 
@@ -838,7 +854,8 @@
     <span class="k">return</span> <span class="n">paths</span>
 
 
-<div class="viewcode-block" id="single_target_shortest_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html#networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path">[docs]</a><span class="k">def</span> <span class="nf">single_target_shortest_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">target</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="single_target_shortest_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html#networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">single_target_shortest_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">target</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute shortest path to target from all nodes that reach target.</span>
 
 <span class="sd">    Parameters</span>
@@ -889,7 +906,8 @@
     <span class="k">return</span> <span class="nb">dict</span><span class="p">(</span><span class="n">_single_shortest_path</span><span class="p">(</span><span class="n">adj</span><span class="p">,</span> <span class="n">nextlevel</span><span class="p">,</span> <span class="n">paths</span><span class="p">,</span> <span class="n">cutoff</span><span class="p">,</span> <span class="n">join</span><span class="p">))</span></div>
 
 
-<div class="viewcode-block" id="all_pairs_shortest_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html#networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path">[docs]</a><span class="k">def</span> <span class="nf">all_pairs_shortest_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+<div class="viewcode-block" id="all_pairs_shortest_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html#networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">all_pairs_shortest_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute shortest paths between all nodes.</span>
 
 <span class="sd">    Parameters</span>
@@ -1018,11 +1036,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/shortest_paths/weighted.html b/_modules/networkx/algorithms/shortest_paths/weighted.html
index 61c9e9e5..8e4adad8 100644
--- a/_modules/networkx/algorithms/shortest_paths/weighted.html
+++ b/_modules/networkx/algorithms/shortest_paths/weighted.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.shortest_paths.weighted &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.shortest_paths.weighted &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/shortest_paths/weighted';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/shortest_paths/weighted.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1577,7 +1589,8 @@
         <span class="k">yield</span> <span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="n">path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">n</span><span class="p">,</span> <span class="n">cutoff</span><span class="o">=</span><span class="n">cutoff</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="n">weight</span><span class="p">))</span></div>
 
 
-<div class="viewcode-block" id="bellman_ford_predecessor_and_distance"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html#networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance">[docs]</a><span class="k">def</span> <span class="nf">bellman_ford_predecessor_and_distance</span><span class="p">(</span>
+<div class="viewcode-block" id="bellman_ford_predecessor_and_distance"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html#networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">bellman_ford_predecessor_and_distance</span><span class="p">(</span>
     <span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">,</span> <span class="n">heuristic</span><span class="o">=</span><span class="kc">False</span>
 <span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute shortest path lengths and predecessors on shortest paths</span>
@@ -1917,7 +1930,8 @@
     <span class="k">return</span> <span class="kc">None</span>
 
 
-<div class="viewcode-block" id="bellman_ford_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path.html#networkx.algorithms.shortest_paths.weighted.bellman_ford_path">[docs]</a><span class="k">def</span> <span class="nf">bellman_ford_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="bellman_ford_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path.html#networkx.algorithms.shortest_paths.weighted.bellman_ford_path">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">bellman_ford_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns the shortest path from source to target in a weighted graph G.</span>
 
 <span class="sd">    Parameters</span>
@@ -1975,7 +1989,8 @@
     <span class="k">return</span> <span class="n">path</span></div>
 
 
-<div class="viewcode-block" id="bellman_ford_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html#networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length">[docs]</a><span class="k">def</span> <span class="nf">bellman_ford_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="bellman_ford_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html#networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">bellman_ford_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns the shortest path length from source to target</span>
 <span class="sd">    in a weighted graph.</span>
 
@@ -2045,7 +2060,8 @@
         <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXNoPath</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;node </span><span class="si">{</span><span class="n">target</span><span class="si">}</span><span class="s2"> not reachable from </span><span class="si">{</span><span class="n">source</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">err</span></div>
 
 
-<div class="viewcode-block" id="single_source_bellman_ford_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html#networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path">[docs]</a><span class="k">def</span> <span class="nf">single_source_bellman_ford_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="single_source_bellman_ford_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html#networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">single_source_bellman_ford_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute shortest path between source and all other reachable</span>
 <span class="sd">    nodes for a weighted graph.</span>
 
@@ -2100,7 +2116,8 @@
     <span class="k">return</span> <span class="n">path</span></div>
 
 
-<div class="viewcode-block" id="single_source_bellman_ford_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html#networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length">[docs]</a><span class="k">def</span> <span class="nf">single_source_bellman_ford_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="single_source_bellman_ford_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html#networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">single_source_bellman_ford_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute the shortest path length between source and all other</span>
 <span class="sd">    reachable nodes for a weighted graph.</span>
 
@@ -2162,7 +2179,8 @@
     <span class="k">return</span> <span class="n">_bellman_ford</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="p">[</span><span class="n">source</span><span class="p">],</span> <span class="n">weight</span><span class="p">)</span></div>
 
 
-<div class="viewcode-block" id="single_source_bellman_ford"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html#networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford">[docs]</a><span class="k">def</span> <span class="nf">single_source_bellman_ford</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="single_source_bellman_ford"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html#networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">single_source_bellman_ford</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">source</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute shortest paths and lengths in a weighted graph G.</span>
 
 <span class="sd">    Uses Bellman-Ford algorithm for shortest paths.</span>
@@ -2255,7 +2273,8 @@
         <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXNoPath</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">err</span></div>
 
 
-<div class="viewcode-block" id="all_pairs_bellman_ford_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length.html#networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length">[docs]</a><span class="k">def</span> <span class="nf">all_pairs_bellman_ford_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="all_pairs_bellman_ford_path_length"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length.html#networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">all_pairs_bellman_ford_path_length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute shortest path lengths between all nodes in a weighted graph.</span>
 
 <span class="sd">    Parameters</span>
@@ -2309,7 +2328,8 @@
         <span class="k">yield</span> <span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="nb">dict</span><span class="p">(</span><span class="n">length</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">n</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="n">weight</span><span class="p">)))</span></div>
 
 
-<div class="viewcode-block" id="all_pairs_bellman_ford_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path.html#networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path">[docs]</a><span class="k">def</span> <span class="nf">all_pairs_bellman_ford_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
+<div class="viewcode-block" id="all_pairs_bellman_ford_path"><a class="viewcode-back" href="../../../../reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path.html#networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path">[docs]</a><span class="nd">@nx</span><span class="o">.</span><span class="n">_dispatch</span>
+<span class="k">def</span> <span class="nf">all_pairs_bellman_ford_path</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Compute shortest paths between all nodes in a weighted graph.</span>
 
 <span class="sd">    Parameters</span>
@@ -2940,11 +2960,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/similarity.html b/_modules/networkx/algorithms/similarity.html
index 61cc66f9..f4bdf808 100644
--- a/_modules/networkx/algorithms/similarity.html
+++ b/_modules/networkx/algorithms/similarity.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.similarity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.similarity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/similarity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/similarity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -809,7 +821,7 @@
 <span class="sd">       https://hal.archives-ouvertes.fr/hal-01168816</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="n">paths</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
+    <span class="n">paths</span> <span class="o">=</span> <span class="p">[]</span>
     <span class="n">bestcost</span> <span class="o">=</span> <span class="kc">None</span>
     <span class="k">for</span> <span class="n">vertex_path</span><span class="p">,</span> <span class="n">edge_path</span><span class="p">,</span> <span class="n">cost</span> <span class="ow">in</span> <span class="n">optimize_edit_paths</span><span class="p">(</span>
         <span class="n">G1</span><span class="p">,</span>
@@ -827,7 +839,7 @@
     <span class="p">):</span>
         <span class="c1"># assert bestcost is None or cost &lt;= bestcost</span>
         <span class="k">if</span> <span class="n">bestcost</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">cost</span> <span class="o">&lt;</span> <span class="n">bestcost</span><span class="p">:</span>
-            <span class="n">paths</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
+            <span class="n">paths</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="n">paths</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">vertex_path</span><span class="p">,</span> <span class="n">edge_path</span><span class="p">))</span>
         <span class="n">bestcost</span> <span class="o">=</span> <span class="n">cost</span>
     <span class="k">return</span> <span class="n">paths</span><span class="p">,</span> <span class="n">bestcost</span></div>
@@ -1157,9 +1169,9 @@
         <span class="c1"># NOTE: fast reduce of Cv relies on it</span>
         <span class="c1"># assert len(lsa_row_ind) == len(lsa_col_ind)</span>
         <span class="n">indexes</span> <span class="o">=</span> <span class="nb">zip</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">lsa_row_ind</span><span class="p">)),</span> <span class="n">lsa_row_ind</span><span class="p">,</span> <span class="n">lsa_col_ind</span><span class="p">)</span>
-        <span class="n">subst_ind</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">k</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">i</span><span class="p">,</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">indexes</span> <span class="k">if</span> <span class="n">i</span> <span class="o">&lt;</span> <span class="n">m</span> <span class="ow">and</span> <span class="n">j</span> <span class="o">&lt;</span> <span class="n">n</span><span class="p">)</span>
+        <span class="n">subst_ind</span> <span class="o">=</span> <span class="p">[</span><span class="n">k</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">i</span><span class="p">,</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">indexes</span> <span class="k">if</span> <span class="n">i</span> <span class="o">&lt;</span> <span class="n">m</span> <span class="ow">and</span> <span class="n">j</span> <span class="o">&lt;</span> <span class="n">n</span><span class="p">]</span>
         <span class="n">indexes</span> <span class="o">=</span> <span class="nb">zip</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">lsa_row_ind</span><span class="p">)),</span> <span class="n">lsa_row_ind</span><span class="p">,</span> <span class="n">lsa_col_ind</span><span class="p">)</span>
-        <span class="n">dummy_ind</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">k</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">i</span><span class="p">,</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">indexes</span> <span class="k">if</span> <span class="n">i</span> <span class="o">&gt;=</span> <span class="n">m</span> <span class="ow">and</span> <span class="n">j</span> <span class="o">&gt;=</span> <span class="n">n</span><span class="p">)</span>
+        <span class="n">dummy_ind</span> <span class="o">=</span> <span class="p">[</span><span class="n">k</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">i</span><span class="p">,</span> <span class="n">j</span> <span class="ow">in</span> <span class="n">indexes</span> <span class="k">if</span> <span class="n">i</span> <span class="o">&gt;=</span> <span class="n">m</span> <span class="ow">and</span> <span class="n">j</span> <span class="o">&gt;=</span> <span class="n">n</span><span class="p">]</span>
         <span class="c1"># assert len(subst_ind) == len(dummy_ind)</span>
         <span class="n">lsa_row_ind</span><span class="p">[</span><span class="n">dummy_ind</span><span class="p">]</span> <span class="o">=</span> <span class="n">lsa_col_ind</span><span class="p">[</span><span class="n">subst_ind</span><span class="p">]</span> <span class="o">+</span> <span class="n">m</span>
         <span class="n">lsa_col_ind</span><span class="p">[</span><span class="n">dummy_ind</span><span class="p">]</span> <span class="o">=</span> <span class="n">lsa_row_ind</span><span class="p">[</span><span class="n">subst_ind</span><span class="p">]</span> <span class="o">+</span> <span class="n">n</span>
@@ -1264,14 +1276,14 @@
                     <span class="n">C</span><span class="p">[</span><span class="n">k</span><span class="p">,</span> <span class="n">l</span><span class="p">]</span> <span class="o">=</span> <span class="n">inf</span>
 
             <span class="n">localCe</span> <span class="o">=</span> <span class="n">make_CostMatrix</span><span class="p">(</span><span class="n">C</span><span class="p">,</span> <span class="n">m</span><span class="p">,</span> <span class="n">n</span><span class="p">)</span>
-            <span class="n">ij</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span>
+            <span class="n">ij</span> <span class="o">=</span> <span class="p">[</span>
                 <span class="p">(</span>
                     <span class="n">g_ind</span><span class="p">[</span><span class="n">k</span><span class="p">]</span> <span class="k">if</span> <span class="n">k</span> <span class="o">&lt;</span> <span class="n">m</span> <span class="k">else</span> <span class="n">M</span> <span class="o">+</span> <span class="n">h_ind</span><span class="p">[</span><span class="n">l</span><span class="p">],</span>
                     <span class="n">h_ind</span><span class="p">[</span><span class="n">l</span><span class="p">]</span> <span class="k">if</span> <span class="n">l</span> <span class="o">&lt;</span> <span class="n">n</span> <span class="k">else</span> <span class="n">N</span> <span class="o">+</span> <span class="n">g_ind</span><span class="p">[</span><span class="n">k</span><span class="p">],</span>
                 <span class="p">)</span>
                 <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">l</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">localCe</span><span class="o">.</span><span class="n">lsa_row_ind</span><span class="p">,</span> <span class="n">localCe</span><span class="o">.</span><span class="n">lsa_col_ind</span><span class="p">)</span>
                 <span class="k">if</span> <span class="n">k</span> <span class="o">&lt;</span> <span class="n">m</span> <span class="ow">or</span> <span class="n">l</span> <span class="o">&lt;</span> <span class="n">n</span>
-            <span class="p">)</span>
+            <span class="p">]</span>
 
         <span class="k">else</span><span class="p">:</span>
             <span class="n">ij</span> <span class="o">=</span> <span class="p">[]</span>
@@ -1344,7 +1356,7 @@
             <span class="k">yield</span> <span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">j</span><span class="p">),</span> <span class="n">Cv_ij</span><span class="p">,</span> <span class="n">xy</span><span class="p">,</span> <span class="n">Ce_xy</span><span class="p">,</span> <span class="n">Cv</span><span class="o">.</span><span class="n">C</span><span class="p">[</span><span class="n">i</span><span class="p">,</span> <span class="n">j</span><span class="p">]</span> <span class="o">+</span> <span class="n">localCe</span><span class="o">.</span><span class="n">ls</span>
 
         <span class="c1"># 2) other candidates, sorted by lower-bound cost estimate</span>
-        <span class="n">other</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
+        <span class="n">other</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="n">fixed_i</span><span class="p">,</span> <span class="n">fixed_j</span> <span class="o">=</span> <span class="n">i</span><span class="p">,</span> <span class="n">j</span>
         <span class="k">if</span> <span class="n">m</span> <span class="o">&lt;=</span> <span class="n">n</span><span class="p">:</span>
             <span class="n">candidates</span> <span class="o">=</span> <span class="p">(</span>
@@ -1479,16 +1491,16 @@
                             <span class="n">pending_h</span><span class="p">[</span><span class="n">y</span><span class="p">]</span> <span class="k">if</span> <span class="n">y</span> <span class="o">&lt;</span> <span class="n">len_h</span> <span class="k">else</span> <span class="kc">None</span><span class="p">,</span>
                         <span class="p">)</span>
                     <span class="p">)</span>
-                <span class="n">sortedx</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">sorted</span><span class="p">(</span><span class="n">x</span> <span class="k">for</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="ow">in</span> <span class="n">xy</span><span class="p">))</span>
-                <span class="n">sortedy</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">sorted</span><span class="p">(</span><span class="n">y</span> <span class="k">for</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="ow">in</span> <span class="n">xy</span><span class="p">))</span>
-                <span class="n">G</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span>
+                <span class="n">sortedx</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">x</span> <span class="k">for</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="ow">in</span> <span class="n">xy</span><span class="p">)</span>
+                <span class="n">sortedy</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">y</span> <span class="k">for</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="ow">in</span> <span class="n">xy</span><span class="p">)</span>
+                <span class="n">G</span> <span class="o">=</span> <span class="p">[</span>
                     <span class="p">(</span><span class="n">pending_g</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="k">if</span> <span class="n">x</span> <span class="o">&lt;</span> <span class="nb">len</span><span class="p">(</span><span class="n">pending_g</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span><span class="p">)</span>
                     <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="nb">reversed</span><span class="p">(</span><span class="n">sortedx</span><span class="p">)</span>
-                <span class="p">)</span>
-                <span class="n">H</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span>
+                <span class="p">]</span>
+                <span class="n">H</span> <span class="o">=</span> <span class="p">[</span>
                     <span class="p">(</span><span class="n">pending_h</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">y</span><span class="p">)</span> <span class="k">if</span> <span class="n">y</span> <span class="o">&lt;</span> <span class="nb">len</span><span class="p">(</span><span class="n">pending_h</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span><span class="p">)</span>
                     <span class="k">for</span> <span class="n">y</span> <span class="ow">in</span> <span class="nb">reversed</span><span class="p">(</span><span class="n">sortedy</span><span class="p">)</span>
-                <span class="p">)</span>
+                <span class="p">]</span>
 
                 <span class="k">yield from</span> <span class="n">get_edit_paths</span><span class="p">(</span>
                     <span class="n">matched_uv</span><span class="p">,</span>
@@ -2059,7 +2071,7 @@
     <span class="n">top_k_sorted</span> <span class="o">=</span> <span class="n">top_k_unsorted</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">argsort</span><span class="p">(</span><span class="n">S</span><span class="p">[</span><span class="n">top_k_unsorted</span><span class="p">])][::</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
 
     <span class="c1"># Add back the similarity scores</span>
-    <span class="n">top_k_sorted_names</span> <span class="o">=</span> <span class="nb">map</span><span class="p">(</span><span class="k">lambda</span> <span class="n">n</span><span class="p">:</span> <span class="n">node_map</span><span class="p">[</span><span class="n">n</span><span class="p">],</span> <span class="n">top_k_sorted</span><span class="p">)</span>
+    <span class="n">top_k_sorted_names</span> <span class="o">=</span> <span class="p">(</span><span class="n">node_map</span><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">top_k_sorted</span><span class="p">)</span>
     <span class="n">top_k_with_val</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">top_k_sorted_names</span><span class="p">,</span> <span class="n">S</span><span class="p">[</span><span class="n">top_k_sorted</span><span class="p">]))</span>
 
     <span class="c1"># Remove the self-similarity</span>
@@ -2177,11 +2189,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/simple_paths.html b/_modules/networkx/algorithms/simple_paths.html
index 77138848..07b6a823 100644
--- a/_modules/networkx/algorithms/simple_paths.html
+++ b/_modules/networkx/algorithms/simple_paths.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.simple_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.simple_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/simple_paths';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/simple_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -896,7 +908,7 @@
                 <span class="n">visited</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">child</span><span class="p">)</span>
                 <span class="n">stack</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">iter</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">child</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">keys</span><span class="o">=</span><span class="kc">True</span><span class="p">)))</span>
         <span class="k">else</span><span class="p">:</span>  <span class="c1"># len(visited) == cutoff:</span>
-            <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">k</span><span class="p">)</span> <span class="ow">in</span> <span class="p">[</span><span class="n">child</span><span class="p">]</span> <span class="o">+</span> <span class="nb">list</span><span class="p">(</span><span class="n">children</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">k</span> <span class="ow">in</span> <span class="p">[</span><span class="n">child</span><span class="p">]</span> <span class="o">+</span> <span class="nb">list</span><span class="p">(</span><span class="n">children</span><span class="p">):</span>
                 <span class="k">if</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">targets</span><span class="p">:</span>
                     <span class="k">yield</span> <span class="n">visited</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span> <span class="o">+</span> <span class="p">[(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">k</span><span class="p">)]</span>
             <span class="n">stack</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
@@ -1010,7 +1022,7 @@
 
         <span class="n">shortest_path_func</span> <span class="o">=</span> <span class="n">_bidirectional_dijkstra</span>
 
-    <span class="n">listA</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
+    <span class="n">listA</span> <span class="o">=</span> <span class="p">[]</span>
     <span class="n">listB</span> <span class="o">=</span> <span class="n">PathBuffer</span><span class="p">()</span>
     <span class="n">prev_path</span> <span class="o">=</span> <span class="kc">None</span>
     <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
@@ -1053,7 +1065,7 @@
 <span class="k">class</span> <span class="nc">PathBuffer</span><span class="p">:</span>
     <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">paths</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">sortedpaths</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">sortedpaths</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">counter</span> <span class="o">=</span> <span class="n">count</span><span class="p">()</span>
 
     <span class="k">def</span> <span class="fm">__len__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
@@ -1450,11 +1462,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/smallworld.html b/_modules/networkx/algorithms/smallworld.html
index 4800d028..6dea3b08 100644
--- a/_modules/networkx/algorithms/smallworld.html
+++ b/_modules/networkx/algorithms/smallworld.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.smallworld &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.smallworld &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/smallworld';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/smallworld.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,7 +604,7 @@
 <span class="sd">        An undirected graph.</span>
 
 <span class="sd">    niter : integer (optional, default=1)</span>
-<span class="sd">        An edge is rewired approximatively niter times.</span>
+<span class="sd">        An edge is rewired approximately niter times.</span>
 
 <span class="sd">    D : numpy.array (optional, default=None)</span>
 <span class="sd">        Distance to the diagonal matrix.</span>
@@ -874,11 +886,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/smetric.html b/_modules/networkx/algorithms/smetric.html
index 00cd4176..3de9bb53 100644
--- a/_modules/networkx/algorithms/smetric.html
+++ b/_modules/networkx/algorithms/smetric.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.smetric &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.smetric &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/smetric';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/smetric.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -514,11 +526,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/sparsifiers.html b/_modules/networkx/algorithms/sparsifiers.html
index e889a918..f12f0def 100644
--- a/_modules/networkx/algorithms/sparsifiers.html
+++ b/_modules/networkx/algorithms/sparsifiers.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.sparsifiers &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.sparsifiers &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/sparsifiers';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/sparsifiers.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -769,11 +781,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/structuralholes.html b/_modules/networkx/algorithms/structuralholes.html
index a1f3c86c..c73e01b4 100644
--- a/_modules/networkx/algorithms/structuralholes.html
+++ b/_modules/networkx/algorithms/structuralholes.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.structuralholes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.structuralholes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/structuralholes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/structuralholes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -754,11 +766,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/summarization.html b/_modules/networkx/algorithms/summarization.html
index 7bd44172..585ffa64 100644
--- a/_modules/networkx/algorithms/summarization.html
+++ b/_modules/networkx/algorithms/summarization.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.summarization &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.summarization &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/summarization';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/summarization.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -483,7 +495,7 @@
 <span class="sd">a graph. Edge-grouping techniques can be lossless, meaning that they can be</span>
 <span class="sd">used to re-create the original graph, or techniques can be lossy, requiring</span>
 <span class="sd">less space to store the summary graph, but at the expense of lower</span>
-<span class="sd">recontruction accuracy of the original graph.</span>
+<span class="sd">reconstruction accuracy of the original graph.</span>
 
 <span class="sd">Bit-compression techniques minimize the amount of information needed to</span>
 <span class="sd">describe the original graph, while revealing structural patterns in the</span>
@@ -640,20 +652,20 @@
     <span class="n">high_degree_nodes</span> <span class="o">=</span> <span class="p">{</span><span class="n">n</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">degrees</span> <span class="k">if</span> <span class="n">d</span> <span class="o">&gt;</span> <span class="n">threshold</span><span class="p">}</span>
     <span class="n">low_degree_nodes</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">()</span> <span class="o">-</span> <span class="n">high_degree_nodes</span>
 
-    <span class="n">auxillary</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="n">auxiliary</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">G</span><span class="p">:</span>
         <span class="n">high_degree_neighbors</span> <span class="o">=</span> <span class="nb">frozenset</span><span class="p">(</span><span class="n">high_degree_nodes</span> <span class="o">&amp;</span> <span class="nb">set</span><span class="p">(</span><span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">]))</span>
         <span class="k">if</span> <span class="n">high_degree_neighbors</span><span class="p">:</span>
-            <span class="k">if</span> <span class="n">high_degree_neighbors</span> <span class="ow">in</span> <span class="n">auxillary</span><span class="p">:</span>
-                <span class="n">auxillary</span><span class="p">[</span><span class="n">high_degree_neighbors</span><span class="p">]</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
+            <span class="k">if</span> <span class="n">high_degree_neighbors</span> <span class="ow">in</span> <span class="n">auxiliary</span><span class="p">:</span>
+                <span class="n">auxiliary</span><span class="p">[</span><span class="n">high_degree_neighbors</span><span class="p">]</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
             <span class="k">else</span><span class="p">:</span>
-                <span class="n">auxillary</span><span class="p">[</span><span class="n">high_degree_neighbors</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="n">node</span><span class="p">}</span>
+                <span class="n">auxiliary</span><span class="p">[</span><span class="n">high_degree_neighbors</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="n">node</span><span class="p">}</span>
 
     <span class="k">if</span> <span class="n">copy</span><span class="p">:</span>
         <span class="n">G</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
 
     <span class="n">compressor_nodes</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
-    <span class="k">for</span> <span class="n">index</span><span class="p">,</span> <span class="p">(</span><span class="n">high_degree_nodes</span><span class="p">,</span> <span class="n">low_degree_nodes</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">auxillary</span><span class="o">.</span><span class="n">items</span><span class="p">()):</span>
+    <span class="k">for</span> <span class="n">index</span><span class="p">,</span> <span class="p">(</span><span class="n">high_degree_nodes</span><span class="p">,</span> <span class="n">low_degree_nodes</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">auxiliary</span><span class="o">.</span><span class="n">items</span><span class="p">()):</span>
         <span class="n">low_degree_node_count</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">low_degree_nodes</span><span class="p">)</span>
         <span class="n">high_degree_node_count</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">high_degree_nodes</span><span class="p">)</span>
         <span class="n">old_edges</span> <span class="o">=</span> <span class="n">high_degree_node_count</span> <span class="o">*</span> <span class="n">low_degree_node_count</span>
@@ -722,7 +734,7 @@
 <span class="sd">    summary graph: Networkx graph</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="n">output</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="vm">__class__</span><span class="p">()</span>
-    <span class="n">node_label_lookup</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+    <span class="n">node_label_lookup</span> <span class="o">=</span> <span class="p">{}</span>
     <span class="k">for</span> <span class="n">index</span><span class="p">,</span> <span class="n">group_id</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">groups</span><span class="p">):</span>
         <span class="n">group_set</span> <span class="o">=</span> <span class="n">groups</span><span class="p">[</span><span class="n">group_id</span><span class="p">]</span>
         <span class="n">supernode</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">prefix</span><span class="si">}{</span><span class="n">index</span><span class="si">}</span><span class="s2">&quot;</span>
@@ -1031,11 +1043,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/swap.html b/_modules/networkx/algorithms/swap.html
index 27e7bbe0..0b916a72 100644
--- a/_modules/networkx/algorithms/swap.html
+++ b/_modules/networkx/algorithms/swap.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.swap &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.swap &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/swap';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/swap.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -766,8 +778,8 @@
     <span class="n">swapcount</span> <span class="o">=</span> <span class="mi">0</span>
     <span class="n">deg</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">()</span>
     <span class="c1"># Label key for nodes</span>
-    <span class="n">dk</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">n</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">())</span>
-    <span class="n">cdf</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">cumulative_distribution</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">d</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">()))</span>
+    <span class="n">dk</span> <span class="o">=</span> <span class="p">[</span><span class="n">n</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">()]</span>
+    <span class="n">cdf</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">cumulative_distribution</span><span class="p">([</span><span class="n">d</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">()])</span>
     <span class="n">discrete_sequence</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">discrete_sequence</span>
     <span class="n">window</span> <span class="o">=</span> <span class="mi">1</span>
     <span class="k">while</span> <span class="n">n</span> <span class="o">&lt;</span> <span class="n">nswap</span><span class="p">:</span>
@@ -877,11 +889,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/threshold.html b/_modules/networkx/algorithms/threshold.html
index 45c6128d..4e8df71e 100644
--- a/_modules/networkx/algorithms/threshold.html
+++ b/_modules/networkx/algorithms/threshold.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.threshold &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.threshold &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/threshold';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/threshold.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -500,18 +512,18 @@
 <span class="sd">    ----------</span>
 <span class="sd">    .. [1] Threshold graphs: https://en.wikipedia.org/wiki/Threshold_graph</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="k">return</span> <span class="n">is_threshold_sequence</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">d</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">()))</span></div>
+    <span class="k">return</span> <span class="n">is_threshold_sequence</span><span class="p">([</span><span class="n">d</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">()])</span></div>
 
 
 <span class="k">def</span> <span class="nf">is_threshold_sequence</span><span class="p">(</span><span class="n">degree_sequence</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">    Returns True if the sequence is a threshold degree seqeunce.</span>
+<span class="sd">    Returns True if the sequence is a threshold degree sequence.</span>
 
 <span class="sd">    Uses the property that a threshold graph must be constructed by</span>
 <span class="sd">    adding either dominating or isolated nodes. Thus, it can be</span>
 <span class="sd">    deconstructed iteratively by removing a node of degree zero or a</span>
 <span class="sd">    node that connects to the remaining nodes.  If this deconstruction</span>
-<span class="sd">    failes then the sequence is not a threshold sequence.</span>
+<span class="sd">    fails then the sequence is not a threshold sequence.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="n">ds</span> <span class="o">=</span> <span class="n">degree_sequence</span><span class="p">[:]</span>  <span class="c1"># get a copy so we don&#39;t destroy original</span>
     <span class="n">ds</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
@@ -558,7 +570,7 @@
         <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;compact sequences cannot be labeled&quot;</span><span class="p">)</span>
 
     <span class="c1"># make an indexed copy</span>
-    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">degree_sequence</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>  <span class="c1"># labeled degree seqeunce</span>
+    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">degree_sequence</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>  <span class="c1"># labeled degree sequence</span>
         <span class="n">ds</span> <span class="o">=</span> <span class="p">[[</span><span class="n">degree</span><span class="p">,</span> <span class="n">label</span><span class="p">]</span> <span class="k">for</span> <span class="p">(</span><span class="n">label</span><span class="p">,</span> <span class="n">degree</span><span class="p">)</span> <span class="ow">in</span> <span class="n">degree_sequence</span><span class="o">.</span><span class="n">items</span><span class="p">()]</span>
     <span class="k">else</span><span class="p">:</span>
         <span class="n">ds</span> <span class="o">=</span> <span class="p">[[</span><span class="n">d</span><span class="p">,</span> <span class="n">i</span><span class="p">]</span> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">degree_sequence</span><span class="p">)]</span>
@@ -820,7 +832,7 @@
 <span class="sd">    Otherwise returns the cycle as [a,b,c,d] where (a,b)</span>
 <span class="sd">    and (c,d) are edges and (a,c) and (b,d) are not.</span>
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
+    <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
         <span class="k">for</span> <span class="n">w</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">():</span>
             <span class="k">if</span> <span class="ow">not</span> <span class="n">G</span><span class="o">.</span><span class="n">has_edge</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">w</span><span class="p">)</span> <span class="ow">and</span> <span class="n">u</span> <span class="o">!=</span> <span class="n">w</span><span class="p">:</span>
                 <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">w</span><span class="p">):</span>
@@ -1131,7 +1143,7 @@
     <span class="n">cs</span> <span class="o">=</span> <span class="n">creation_sequence</span>
     <span class="n">seq</span> <span class="o">=</span> <span class="p">[]</span>  <span class="c1"># betweenness</span>
     <span class="n">lastchar</span> <span class="o">=</span> <span class="s2">&quot;d&quot;</span>  <span class="c1"># first node is always a &#39;d&#39;</span>
-    <span class="n">dr</span> <span class="o">=</span> <span class="nb">float</span><span class="p">(</span><span class="n">cs</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="s2">&quot;d&quot;</span><span class="p">))</span>  <span class="c1"># number of d&#39;s to the right of curren pos</span>
+    <span class="n">dr</span> <span class="o">=</span> <span class="nb">float</span><span class="p">(</span><span class="n">cs</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="s2">&quot;d&quot;</span><span class="p">))</span>  <span class="c1"># number of d&#39;s to the right of current pos</span>
     <span class="n">irun</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># number of i&#39;s in the last run</span>
     <span class="n">drun</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># number of d&#39;s in the last run</span>
     <span class="n">dlast</span> <span class="o">=</span> <span class="mf">0.0</span>  <span class="c1"># betweenness of last d</span>
@@ -1449,11 +1461,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/tournament.html b/_modules/networkx/algorithms/tournament.html
index 101e895c..a1d24d84 100644
--- a/_modules/networkx/algorithms/tournament.html
+++ b/_modules/networkx/algorithms/tournament.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.tournament &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tournament &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/tournament';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/tournament.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -869,11 +881,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/traversal/beamsearch.html b/_modules/networkx/algorithms/traversal/beamsearch.html
index e8c9dd3d..ef66bcc4 100644
--- a/_modules/networkx/algorithms/traversal/beamsearch.html
+++ b/_modules/networkx/algorithms/traversal/beamsearch.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.traversal.beamsearch &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.traversal.beamsearch &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/traversal/beamsearch';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/traversal/beamsearch.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -579,11 +591,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/traversal/breadth_first_search.html b/_modules/networkx/algorithms/traversal/breadth_first_search.html
index a89dc704..5d476787 100644
--- a/_modules/networkx/algorithms/traversal/breadth_first_search.html
+++ b/_modules/networkx/algorithms/traversal/breadth_first_search.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.traversal.breadth_first_search &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.traversal.breadth_first_search &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/traversal/breadth_first_search';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/traversal/breadth_first_search.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -877,7 +889,7 @@
     <span class="c1"># same distance from sources at each iteration</span>
     <span class="k">while</span> <span class="n">current_layer</span><span class="p">:</span>
         <span class="k">yield</span> <span class="n">current_layer</span>
-        <span class="n">next_layer</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
+        <span class="n">next_layer</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">current_layer</span><span class="p">:</span>
             <span class="k">for</span> <span class="n">child</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">]:</span>
                 <span class="k">if</span> <span class="n">child</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">visited</span><span class="p">:</span>
@@ -937,11 +949,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/traversal/depth_first_search.html b/_modules/networkx/algorithms/traversal/depth_first_search.html
index ef9b18e7..b2bc52b9 100644
--- a/_modules/networkx/algorithms/traversal/depth_first_search.html
+++ b/_modules/networkx/algorithms/traversal/depth_first_search.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.traversal.depth_first_search &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.traversal.depth_first_search &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/traversal/depth_first_search';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/traversal/depth_first_search.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -923,11 +935,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/traversal/edgebfs.html b/_modules/networkx/algorithms/traversal/edgebfs.html
index 5fdf851f..4c6f4ec9 100644
--- a/_modules/networkx/algorithms/traversal/edgebfs.html
+++ b/_modules/networkx/algorithms/traversal/edgebfs.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.traversal.edgebfs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.traversal.edgebfs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/traversal/edgebfs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/traversal/edgebfs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,7 +632,7 @@
     <span class="n">check_reverse</span> <span class="o">=</span> <span class="n">directed</span> <span class="ow">and</span> <span class="n">orientation</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;reverse&quot;</span><span class="p">,</span> <span class="s2">&quot;ignore&quot;</span><span class="p">)</span>
 
     <span class="c1"># start BFS</span>
-    <span class="n">visited_nodes</span> <span class="o">=</span> <span class="p">{</span><span class="n">n</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">nodes</span><span class="p">}</span>
+    <span class="n">visited_nodes</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">nodes</span><span class="p">)</span>
     <span class="n">visited_edges</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
     <span class="n">queue</span> <span class="o">=</span> <span class="n">deque</span><span class="p">([(</span><span class="n">n</span><span class="p">,</span> <span class="n">edges_from</span><span class="p">(</span><span class="n">n</span><span class="p">))</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">nodes</span><span class="p">])</span>
     <span class="k">while</span> <span class="n">queue</span><span class="p">:</span>
@@ -651,11 +663,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/traversal/edgedfs.html b/_modules/networkx/algorithms/traversal/edgedfs.html
index a23c1ce6..9fa9c0bf 100644
--- a/_modules/networkx/algorithms/traversal/edgedfs.html
+++ b/_modules/networkx/algorithms/traversal/edgedfs.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.traversal.edgedfs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.traversal.edgedfs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/traversal/edgedfs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/traversal/edgedfs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,11 +661,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/tree/branchings.html b/_modules/networkx/algorithms/tree/branchings.html
index 4f521d08..fea70844 100644
--- a/_modules/networkx/algorithms/tree/branchings.html
+++ b/_modules/networkx/algorithms/tree/branchings.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.tree.branchings &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.branchings &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/tree/branchings';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/tree/branchings.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -815,7 +827,7 @@
                 <span class="n">d</span><span class="p">[</span><span class="n">partition</span><span class="p">]</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">partition</span><span class="p">)</span>
 
             <span class="k">if</span> <span class="n">preserve_attrs</span><span class="p">:</span>
-                <span class="k">for</span> <span class="p">(</span><span class="n">d_k</span><span class="p">,</span> <span class="n">d_v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+                <span class="k">for</span> <span class="n">d_k</span><span class="p">,</span> <span class="n">d_v</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
                     <span class="k">if</span> <span class="n">d_k</span> <span class="o">!=</span> <span class="n">attr</span><span class="p">:</span>
                         <span class="n">d</span><span class="p">[</span><span class="n">d_k</span><span class="p">]</span> <span class="o">=</span> <span class="n">d_v</span>
 
@@ -1161,7 +1173,7 @@
             <span class="c1"># Optionally, preserve the other edge attributes of the original</span>
             <span class="c1"># graph</span>
             <span class="k">if</span> <span class="n">preserve_attrs</span><span class="p">:</span>
-                <span class="k">for</span> <span class="p">(</span><span class="n">key</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span> <span class="ow">in</span> <span class="n">d</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+                <span class="k">for</span> <span class="n">key</span><span class="p">,</span> <span class="n">value</span> <span class="ow">in</span> <span class="n">d</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
                     <span class="k">if</span> <span class="n">key</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">attr</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">candidate_attr</span><span class="p">]:</span>
                         <span class="n">dd</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">value</span>
 
@@ -1395,7 +1407,7 @@
         <span class="bp">self</span><span class="o">.</span><span class="n">partition_queue</span><span class="o">.</span><span class="n">put</span><span class="p">(</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">Partition</span><span class="p">(</span>
                 <span class="n">mst_weight</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">minimum</span> <span class="k">else</span> <span class="o">-</span><span class="n">mst_weight</span><span class="p">,</span>
-                <span class="nb">dict</span><span class="p">()</span>
+                <span class="p">{}</span>
                 <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">init_partition</span> <span class="ow">is</span> <span class="kc">None</span>
                 <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">init_partition</span><span class="o">.</span><span class="n">partition_dict</span><span class="p">,</span>
             <span class="p">)</span>
@@ -1523,11 +1535,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/tree/coding.html b/_modules/networkx/algorithms/tree/coding.html
index 7201bd2b..4e0d327c 100644
--- a/_modules/networkx/algorithms/tree/coding.html
+++ b/_modules/networkx/algorithms/tree/coding.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.tree.coding &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.coding &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/tree/coding';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/tree/coding.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -873,11 +885,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/tree/decomposition.html b/_modules/networkx/algorithms/tree/decomposition.html
index 3015dd5e..4fef731c 100644
--- a/_modules/networkx/algorithms/tree/decomposition.html
+++ b/_modules/networkx/algorithms/tree/decomposition.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.tree.decomposition &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.decomposition &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/tree/decomposition';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/tree/decomposition.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,11 +574,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/tree/mst.html b/_modules/networkx/algorithms/tree/mst.html
index 2ac894cf..673eb6f2 100644
--- a/_modules/networkx/algorithms/tree/mst.html
+++ b/_modules/networkx/algorithms/tree/mst.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.tree.mst &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.mst &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/tree/mst';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/tree/mst.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1310,10 +1322,10 @@
 <span class="sd">        Find the sum of weights of the spanning trees of `G` using the</span>
 <span class="sd">        approioate `method`.</span>
 
-<span class="sd">        This is easy if the choosen method is &#39;multiplicative&#39;, since we can</span>
+<span class="sd">        This is easy if the chosen method is &#39;multiplicative&#39;, since we can</span>
 <span class="sd">        use Kirchhoff&#39;s Tree Matrix Theorem directly. However, with the</span>
 <span class="sd">        &#39;additive&#39; method, this process is slightly more complex and less</span>
-<span class="sd">        computatiionally efficent as we have to find the number of spanning</span>
+<span class="sd">        computatiionally efficient as we have to find the number of spanning</span>
 <span class="sd">        trees which contain each possible edge in the graph.</span>
 
 <span class="sd">        Parameters</span>
@@ -1345,7 +1357,7 @@
             <span class="c1">#    the number of spanning trees which have to include that edge. This</span>
             <span class="c1">#    can be accomplished by contracting the edge and finding the</span>
             <span class="c1">#    multiplicative total spanning tree weight if the weight of each edge</span>
-            <span class="c1">#    is assumed to be 1, which is conviently built into networkx already,</span>
+            <span class="c1">#    is assumed to be 1, which is conveniently built into networkx already,</span>
             <span class="c1">#    by calling total_spanning_tree_weight with weight=None</span>
             <span class="k">else</span><span class="p">:</span>
                 <span class="n">total</span> <span class="o">=</span> <span class="mi">0</span>
@@ -1485,7 +1497,7 @@
         <span class="p">)</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">weight</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">weight</span><span class="p">)</span>
 
         <span class="bp">self</span><span class="o">.</span><span class="n">partition_queue</span><span class="o">.</span><span class="n">put</span><span class="p">(</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">Partition</span><span class="p">(</span><span class="n">mst_weight</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">minimum</span> <span class="k">else</span> <span class="o">-</span><span class="n">mst_weight</span><span class="p">,</span> <span class="nb">dict</span><span class="p">())</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">Partition</span><span class="p">(</span><span class="n">mst_weight</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">minimum</span> <span class="k">else</span> <span class="o">-</span><span class="n">mst_weight</span><span class="p">,</span> <span class="p">{})</span>
         <span class="p">)</span>
 
         <span class="k">return</span> <span class="bp">self</span>
@@ -1587,11 +1599,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/tree/operations.html b/_modules/networkx/algorithms/tree/operations.html
index 90520311..957152b7 100644
--- a/_modules/networkx/algorithms/tree/operations.html
+++ b/_modules/networkx/algorithms/tree/operations.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.tree.operations &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.operations &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/tree/operations';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/tree/operations.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,11 +593,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/tree/recognition.html b/_modules/networkx/algorithms/tree/recognition.html
index 9c10710b..65fc2337 100644
--- a/_modules/networkx/algorithms/tree/recognition.html
+++ b/_modules/networkx/algorithms/tree/recognition.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.tree.recognition &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.recognition &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/tree/recognition';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/tree/recognition.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -744,11 +756,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/triads.html b/_modules/networkx/algorithms/triads.html
index 394588ed..9d561fed 100644
--- a/_modules/networkx/algorithms/triads.html
+++ b/_modules/networkx/algorithms/triads.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.triads &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.triads &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/triads';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/triads.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -847,7 +859,7 @@
 <span class="sd">    - 210: 1 -&gt; 2 &lt;-&gt; 3, 1 &lt;-&gt; 3</span>
 <span class="sd">    - 300: 1 &lt;-&gt; 2 &lt;-&gt; 3, 1 &lt;-&gt; 3</span>
 
-<span class="sd">    Refer to the :doc:`example gallery &lt;auto_examples/graph/plot_triad_types&gt;`</span>
+<span class="sd">    Refer to the :doc:`example gallery &lt;/auto_examples/graph/plot_triad_types&gt;`</span>
 <span class="sd">    for visual examples of the triad types.</span>
 
 <span class="sd">    Parameters</span>
@@ -921,7 +933,7 @@
 
 <span class="sd">    {m}     = number of mutual ties (takes 0, 1, 2, 3); a mutual tie is (0,1)</span>
 <span class="sd">              AND (1,0)</span>
-<span class="sd">    {a}     = number of assymmetric ties (takes 0, 1, 2, 3); an assymmetric tie</span>
+<span class="sd">    {a}     = number of asymmetric ties (takes 0, 1, 2, 3); an asymmetric tie</span>
 <span class="sd">              is (0,1) BUT NOT (1,0) or vice versa</span>
 <span class="sd">    {n}     = number of null ties (takes 0, 1, 2, 3); a null tie is NEITHER</span>
 <span class="sd">              (0,1) NOR (1,0)</span>
@@ -953,7 +965,7 @@
         <span class="k">elif</span> <span class="n">e1</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">==</span> <span class="n">e2</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="ow">or</span> <span class="n">e2</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">==</span> <span class="n">e1</span><span class="p">[</span><span class="mi">0</span><span class="p">]:</span>
             <span class="k">return</span> <span class="s2">&quot;021C&quot;</span>
     <span class="k">elif</span> <span class="n">num_edges</span> <span class="o">==</span> <span class="mi">3</span><span class="p">:</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">e1</span><span class="p">,</span> <span class="n">e2</span><span class="p">,</span> <span class="n">e3</span><span class="p">)</span> <span class="ow">in</span> <span class="n">permutations</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(),</span> <span class="mi">3</span><span class="p">):</span>
+        <span class="k">for</span> <span class="n">e1</span><span class="p">,</span> <span class="n">e2</span><span class="p">,</span> <span class="n">e3</span> <span class="ow">in</span> <span class="n">permutations</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(),</span> <span class="mi">3</span><span class="p">):</span>
             <span class="k">if</span> <span class="nb">set</span><span class="p">(</span><span class="n">e1</span><span class="p">)</span> <span class="o">==</span> <span class="nb">set</span><span class="p">(</span><span class="n">e2</span><span class="p">):</span>
                 <span class="k">if</span> <span class="n">e3</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="ow">in</span> <span class="n">e1</span><span class="p">:</span>
                     <span class="k">return</span> <span class="s2">&quot;111U&quot;</span>
@@ -965,7 +977,7 @@
                 <span class="c1"># e3 == (e1[0], e2[1]) and e2 == (e1[1], e3[1]):</span>
                 <span class="k">return</span> <span class="s2">&quot;030T&quot;</span>
     <span class="k">elif</span> <span class="n">num_edges</span> <span class="o">==</span> <span class="mi">4</span><span class="p">:</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">e1</span><span class="p">,</span> <span class="n">e2</span><span class="p">,</span> <span class="n">e3</span><span class="p">,</span> <span class="n">e4</span><span class="p">)</span> <span class="ow">in</span> <span class="n">permutations</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(),</span> <span class="mi">4</span><span class="p">):</span>
+        <span class="k">for</span> <span class="n">e1</span><span class="p">,</span> <span class="n">e2</span><span class="p">,</span> <span class="n">e3</span><span class="p">,</span> <span class="n">e4</span> <span class="ow">in</span> <span class="n">permutations</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(),</span> <span class="mi">4</span><span class="p">):</span>
             <span class="k">if</span> <span class="nb">set</span><span class="p">(</span><span class="n">e1</span><span class="p">)</span> <span class="o">==</span> <span class="nb">set</span><span class="p">(</span><span class="n">e2</span><span class="p">):</span>
                 <span class="c1"># identify pair of symmetric edges (which necessarily exists)</span>
                 <span class="k">if</span> <span class="nb">set</span><span class="p">(</span><span class="n">e3</span><span class="p">)</span> <span class="o">==</span> <span class="nb">set</span><span class="p">(</span><span class="n">e4</span><span class="p">):</span>
@@ -1083,11 +1095,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/vitality.html b/_modules/networkx/algorithms/vitality.html
index 789c9102..6e041375 100644
--- a/_modules/networkx/algorithms/vitality.html
+++ b/_modules/networkx/algorithms/vitality.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.vitality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.vitality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/vitality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/vitality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -550,11 +562,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/voronoi.html b/_modules/networkx/algorithms/voronoi.html
index d8cc0aa0..bdf55f56 100644
--- a/_modules/networkx/algorithms/voronoi.html
+++ b/_modules/networkx/algorithms/voronoi.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.voronoi &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.voronoi &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/voronoi';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/voronoi.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -472,9 +484,9 @@
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Returns the Voronoi cells centered at `center_nodes` with respect</span>
 <span class="sd">    to the shortest-path distance metric.</span>
 
-<span class="sd">    If *C* is a set of nodes in the graph and *c* is an element of *C*,</span>
-<span class="sd">    the *Voronoi cell* centered at a node *c* is the set of all nodes</span>
-<span class="sd">    *v* that are closer to *c* than to any other center node in *C* with</span>
+<span class="sd">    If $C$ is a set of nodes in the graph and $c$ is an element of $C$,</span>
+<span class="sd">    the *Voronoi cell* centered at a node $c$ is the set of all nodes</span>
+<span class="sd">    $v$ that are closer to $c$ than to any other center node in $C$ with</span>
 <span class="sd">    respect to the shortest-path distance metric. [1]_</span>
 
 <span class="sd">    For directed graphs, this will compute the &quot;outward&quot; Voronoi cells,</span>
@@ -525,10 +537,9 @@
 
 <span class="sd">    References</span>
 <span class="sd">    ----------</span>
-<span class="sd">    .. [1] Erwig, Martin. (2000),</span>
-<span class="sd">           &quot;The graph Voronoi diagram with applications.&quot;</span>
-<span class="sd">           *Networks*, 36: 156--163.</span>
-<span class="sd">           &lt;dx.doi.org/10.1002/1097-0037(200010)36:3&lt;156::AID-NET2&gt;3.0.CO;2-L&gt;</span>
+<span class="sd">    .. [1] Erwig, Martin. (2000),&quot;The graph Voronoi diagram with applications.&quot;</span>
+<span class="sd">        *Networks*, 36: 156--163.</span>
+<span class="sd">        https://doi.org/10.1002/1097-0037(200010)36:3&lt;156::AID-NET2&gt;3.0.CO;2-L</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="c1"># Determine the shortest paths from any one of the center nodes to</span>
@@ -560,11 +571,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/algorithms/wiener.html b/_modules/networkx/algorithms/wiener.html
index ba5e24d3..cce3ccba 100644
--- a/_modules/networkx/algorithms/wiener.html
+++ b/_modules/networkx/algorithms/wiener.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.algorithms.wiener &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.wiener &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/algorithms/wiener';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/algorithms/wiener.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -551,11 +563,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/backends.html b/_modules/networkx/classes/backends.html
index 5ece50e4..626996ba 100644
--- a/_modules/networkx/classes/backends.html
+++ b/_modules/networkx/classes/backends.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.backends &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.backends &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/backends';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/backends.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -470,56 +482,53 @@
 <span class="sd">To be a valid plugin, a package must register an entry_point</span>
 <span class="sd">of `networkx.plugins` with a key pointing to the handler.</span>
 
-<span class="sd">For example:</span>
+<span class="sd">For example::</span>
 
-<span class="sd">```</span>
-<span class="sd">entry_points={&#39;networkx.plugins&#39;: &#39;sparse = networkx_plugin_sparse&#39;}</span>
-<span class="sd">```</span>
+<span class="sd">    entry_points={&#39;networkx.plugins&#39;: &#39;sparse = networkx_plugin_sparse&#39;}</span>
 
 <span class="sd">The plugin must create a Graph-like object which contains an attribute</span>
-<span class="sd">`__networkx_plugin__` with a value of the entry point name.</span>
+<span class="sd">``__networkx_plugin__`` with a value of the entry point name.</span>
 
-<span class="sd">Continuing the example above:</span>
+<span class="sd">Continuing the example above::</span>
 
-<span class="sd">```</span>
-<span class="sd">class WrappedSparse:</span>
-<span class="sd">    __networkx_plugin__ = &quot;sparse&quot;</span>
-<span class="sd">    ...</span>
-<span class="sd">```</span>
+<span class="sd">    class WrappedSparse:</span>
+<span class="sd">        __networkx_plugin__ = &quot;sparse&quot;</span>
+<span class="sd">        ...</span>
 
 <span class="sd">When a dispatchable NetworkX algorithm encounters a Graph-like object</span>
-<span class="sd">with a `__networkx_plugin__` attribute, it will look for the associated</span>
+<span class="sd">with a ``__networkx_plugin__`` attribute, it will look for the associated</span>
 <span class="sd">dispatch object in the entry_points, load it, and dispatch the work to it.</span>
 
 
 <span class="sd">Testing</span>
 <span class="sd">-------</span>
 <span class="sd">To assist in validating the backend algorithm implementations, if an</span>
-<span class="sd">environment variable `NETWORKX_GRAPH_CONVERT` is set to a registered</span>
+<span class="sd">environment variable ``NETWORKX_GRAPH_CONVERT`` is set to a registered</span>
 <span class="sd">plugin keys, the dispatch machinery will automatically convert regular</span>
 <span class="sd">networkx Graphs and DiGraphs to the backend equivalent by calling</span>
-<span class="sd">`&lt;backend dispatcher&gt;.convert_from_nx(G, weight=weight, name=name)`.</span>
+<span class="sd">``&lt;backend dispatcher&gt;.convert_from_nx(G, weight=weight, name=name)``.</span>
 
 <span class="sd">The converted object is then passed to the backend implementation of</span>
 <span class="sd">the algorithm. The result is then passed to</span>
-<span class="sd">`&lt;backend dispatcher&gt;.convert_to_nx(result, name=name)` to convert back</span>
+<span class="sd">``&lt;backend dispatcher&gt;.convert_to_nx(result, name=name)`` to convert back</span>
 <span class="sd">to a form expected by the NetworkX tests.</span>
 
-<span class="sd">By defining `convert_from_nx` and `convert_to_nx` methods and setting</span>
+<span class="sd">By defining ``convert_from_nx`` and ``convert_to_nx`` methods and setting</span>
 <span class="sd">the environment variable, NetworkX will automatically route tests on</span>
 <span class="sd">dispatchable algorithms to the backend, allowing the full networkx test</span>
 <span class="sd">suite to be run against the backend implementation.</span>
 
-<span class="sd">Example pytest invocation:</span>
-<span class="sd">NETWORKX_GRAPH_CONVERT=sparse pytest --pyargs networkx</span>
+<span class="sd">Example pytest invocation::</span>
+
+<span class="sd">    NETWORKX_GRAPH_CONVERT=sparse pytest --pyargs networkx</span>
 
 <span class="sd">Dispatchable algorithms which are not implemented by the backend</span>
-<span class="sd">will cause a `pytest.xfail()`, giving some indication that not all</span>
+<span class="sd">will cause a ``pytest.xfail()``, giving some indication that not all</span>
 <span class="sd">tests are working, while avoiding causing an explicit failure.</span>
 
-<span class="sd">A special `on_start_tests(items)` function may be defined by the backend.</span>
+<span class="sd">A special ``on_start_tests(items)`` function may be defined by the backend.</span>
 <span class="sd">It will be called with the list of NetworkX tests discovered. Each item</span>
-<span class="sd">is a pytest.Node object. If the backend does not support the test, that</span>
+<span class="sd">is a `pytest.Node` object. If the backend does not support the test, that</span>
 <span class="sd">test can be marked as xfail.</span>
 <span class="sd">&quot;&quot;&quot;</span>
 <span class="kn">import</span> <span class="nn">functools</span>
@@ -700,11 +709,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/coreviews.html b/_modules/networkx/classes/coreviews.html
index 35dd22d2..92663fc3 100644
--- a/_modules/networkx/classes/coreviews.html
+++ b/_modules/networkx/classes/coreviews.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.coreviews &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/coreviews';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/coreviews.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -842,11 +854,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/digraph.html b/_modules/networkx/classes/digraph.html
index 94aeb8b2..b2c4321c 100644
--- a/_modules/networkx/classes/digraph.html
+++ b/_modules/networkx/classes/digraph.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.digraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.digraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/digraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/digraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -466,7 +478,7 @@
 <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">cached_property</span>
 
 <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
-<span class="kn">import</span> <span class="nn">networkx.convert</span> <span class="k">as</span> <span class="nn">convert</span>
+<span class="kn">from</span> <span class="nn">networkx</span> <span class="kn">import</span> <span class="n">convert</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.coreviews</span> <span class="kn">import</span> <span class="n">AdjacencyView</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.graph</span> <span class="kn">import</span> <span class="n">Graph</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.reportviews</span> <span class="kn">import</span> <span class="p">(</span>
@@ -772,8 +784,8 @@
 <span class="sd">    True</span>
 <span class="sd">    &quot;&quot;&quot;</span>
 
-    <span class="n">_adj</span> <span class="o">=</span> <span class="n">_CachedPropertyResetterAdjAndSucc</span><span class="p">()</span>  <span class="c1"># type: ignore</span>
-    <span class="n">_succ</span> <span class="o">=</span> <span class="n">_adj</span>  <span class="c1"># type: ignore</span>
+    <span class="n">_adj</span> <span class="o">=</span> <span class="n">_CachedPropertyResetterAdjAndSucc</span><span class="p">()</span>  <span class="c1"># type: ignore[assignment]</span>
+    <span class="n">_succ</span> <span class="o">=</span> <span class="n">_adj</span>  <span class="c1"># type: ignore[has-type]</span>
     <span class="n">_pred</span> <span class="o">=</span> <span class="n">_CachedPropertyResetterPred</span><span class="p">()</span>
 
 <div class="viewcode-block" id="DiGraph.__init__"><a class="viewcode-back" href="../../../reference/classes/generated/networkx.DiGraph.__init__.html#networkx.DiGraph.__init__">[docs]</a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">incoming_graph_data</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="o">**</span><span class="n">attr</span><span class="p">):</span>
@@ -1798,11 +1810,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/filters.html b/_modules/networkx/classes/filters.html
index 8c4bfc87..9dad1c81 100644
--- a/_modules/networkx/classes/filters.html
+++ b/_modules/networkx/classes/filters.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.filters &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.filters &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/filters';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/filters.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -550,11 +562,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/function.html b/_modules/networkx/classes/function.html
index bec045a0..816302e2 100644
--- a/_modules/networkx/classes/function.html
+++ b/_modules/networkx/classes/function.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.function &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.function &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/function';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/function.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1716,10 +1728,7 @@
 <span class="sd">        True if `path` is a valid path in `G`</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
-    <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">pairwise</span><span class="p">(</span><span class="n">path</span><span class="p">):</span>
-        <span class="k">if</span> <span class="p">(</span><span class="n">node</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">G</span><span class="p">)</span> <span class="ow">or</span> <span class="p">(</span><span class="n">nbr</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">]):</span>
-            <span class="k">return</span> <span class="kc">False</span>
-    <span class="k">return</span> <span class="kc">True</span></div>
+    <span class="k">return</span> <span class="nb">all</span><span class="p">((</span><span class="n">node</span> <span class="ow">in</span> <span class="n">G</span> <span class="ow">and</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">node</span><span class="p">])</span> <span class="k">for</span> <span class="n">node</span><span class="p">,</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">pairwise</span><span class="p">(</span><span class="n">path</span><span class="p">))</span></div>
 
 
 <div class="viewcode-block" id="path_weight"><a class="viewcode-back" href="../../../reference/generated/networkx.classes.function.path_weight.html#networkx.classes.function.path_weight">[docs]</a><span class="k">def</span> <span class="nf">path_weight</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">weight</span><span class="p">):</span>
@@ -1772,11 +1781,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/graph.html b/_modules/networkx/classes/graph.html
index 1f4ff6c6..b33b91c2 100644
--- a/_modules/networkx/classes/graph.html
+++ b/_modules/networkx/classes/graph.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -474,7 +486,7 @@
 <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">cached_property</span>
 
 <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
-<span class="kn">import</span> <span class="nn">networkx.convert</span> <span class="k">as</span> <span class="nn">convert</span>
+<span class="kn">from</span> <span class="nn">networkx</span> <span class="kn">import</span> <span class="n">convert</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.coreviews</span> <span class="kn">import</span> <span class="n">AdjacencyView</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.reportviews</span> <span class="kn">import</span> <span class="n">DegreeView</span><span class="p">,</span> <span class="n">EdgeView</span><span class="p">,</span> <span class="n">NodeView</span>
 <span class="kn">from</span> <span class="nn">networkx.exception</span> <span class="kn">import</span> <span class="n">NetworkXError</span>
@@ -2503,11 +2515,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/graphviews.html b/_modules/networkx/classes/graphviews.html
index 1ad32f53..85bb61b6 100644
--- a/_modules/networkx/classes/graphviews.html
+++ b/_modules/networkx/classes/graphviews.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.graphviews &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.graphviews &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/graphviews';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/graphviews.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -471,7 +483,7 @@
 <span class="sd">as undirected, etc. This module provides those graph views.</span>
 
 <span class="sd">The resulting views are essentially read-only graphs that</span>
-<span class="sd">report data from the orignal graph object. We provide an</span>
+<span class="sd">report data from the original graph object. We provide an</span>
 <span class="sd">attribute G._graph which points to the underlying graph object.</span>
 
 <span class="sd">Note: Since graphviews look like graphs, one can end up with</span>
@@ -680,11 +692,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/multidigraph.html b/_modules/networkx/classes/multidigraph.html
index 0c34a199..abcd7fa2 100644
--- a/_modules/networkx/classes/multidigraph.html
+++ b/_modules/networkx/classes/multidigraph.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.multidigraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.multidigraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/multidigraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/multidigraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -466,7 +478,7 @@
 <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">cached_property</span>
 
 <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
-<span class="kn">import</span> <span class="nn">networkx.convert</span> <span class="k">as</span> <span class="nn">convert</span>
+<span class="kn">from</span> <span class="nn">networkx</span> <span class="kn">import</span> <span class="n">convert</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.coreviews</span> <span class="kn">import</span> <span class="n">MultiAdjacencyView</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.digraph</span> <span class="kn">import</span> <span class="n">DiGraph</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.multigraph</span> <span class="kn">import</span> <span class="n">MultiGraph</span>
@@ -1438,11 +1450,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/classes/multigraph.html b/_modules/networkx/classes/multigraph.html
index 12e61e50..0ee167bf 100644
--- a/_modules/networkx/classes/multigraph.html
+++ b/_modules/networkx/classes/multigraph.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.classes.multigraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.multigraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/classes/multigraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/classes/multigraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -466,8 +478,7 @@
 <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">cached_property</span>
 
 <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
-<span class="kn">import</span> <span class="nn">networkx.convert</span> <span class="k">as</span> <span class="nn">convert</span>
-<span class="kn">from</span> <span class="nn">networkx</span> <span class="kn">import</span> <span class="n">NetworkXError</span>
+<span class="kn">from</span> <span class="nn">networkx</span> <span class="kn">import</span> <span class="n">NetworkXError</span><span class="p">,</span> <span class="n">convert</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.coreviews</span> <span class="kn">import</span> <span class="n">MultiAdjacencyView</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.graph</span> <span class="kn">import</span> <span class="n">Graph</span>
 <span class="kn">from</span> <span class="nn">networkx.classes.reportviews</span> <span class="kn">import</span> <span class="n">MultiDegreeView</span><span class="p">,</span> <span class="n">MultiEdgeView</span>
@@ -1754,11 +1765,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/convert.html b/_modules/networkx/convert.html
index a78ff4ae..59ade646 100644
--- a/_modules/networkx/convert.html
+++ b/_modules/networkx/convert.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.convert &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.convert &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/convert';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/convert.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -966,11 +978,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/convert_matrix.html b/_modules/networkx/convert_matrix.html
index 7bf92f2e..9fc105db 100644
--- a/_modules/networkx/convert_matrix.html
+++ b/_modules/networkx/convert_matrix.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.convert_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.convert_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/convert_matrix';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/convert_matrix.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1610,7 +1622,7 @@
             <span class="p">((</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="p">{</span><span class="s2">&quot;weight&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">})</span> <span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">A</span><span class="p">[</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">]))</span> <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">edges</span>
         <span class="p">)</span>
     <span class="k">else</span><span class="p">:</span>  <span class="c1"># basic data type</span>
-        <span class="n">triples</span> <span class="o">=</span> <span class="p">((</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="nb">dict</span><span class="p">(</span><span class="n">weight</span><span class="o">=</span><span class="n">python_type</span><span class="p">(</span><span class="n">A</span><span class="p">[</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">])))</span> <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">edges</span><span class="p">)</span>
+        <span class="n">triples</span> <span class="o">=</span> <span class="p">((</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="p">{</span><span class="s2">&quot;weight&quot;</span><span class="p">:</span> <span class="n">python_type</span><span class="p">(</span><span class="n">A</span><span class="p">[</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">])})</span> <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">edges</span><span class="p">)</span>
     <span class="c1"># If we are creating an undirected multigraph, only add the edges from the</span>
     <span class="c1"># upper triangle of the matrix. Otherwise, add all the edges. This relies</span>
     <span class="c1"># on the fact that the vertices created in the</span>
@@ -1637,11 +1649,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/drawing/layout.html b/_modules/networkx/drawing/layout.html
index 0afdd047..1b7a4487 100644
--- a/_modules/networkx/drawing/layout.html
+++ b/_modules/networkx/drawing/layout.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.drawing.layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.drawing.layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/drawing/layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/drawing/layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1606,7 +1618,7 @@
 <span class="sd">    a : float</span>
 <span class="sd">        Strength of springs between connected nodes. Should be larger than 1. The greater a, the clearer the separation ofunconnected sub clusters.</span>
 <span class="sd">    etol : float</span>
-<span class="sd">        Graduent sum of spring forces must be larger than `etol` before succesful termination.</span>
+<span class="sd">        Graduent sum of spring forces must be larger than `etol` before successful termination.</span>
 <span class="sd">    dt : float</span>
 <span class="sd">        Time step for force differential equation simulations.</span>
 <span class="sd">    max_iter : int</span>
@@ -1777,11 +1789,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/drawing/nx_agraph.html b/_modules/networkx/drawing/nx_agraph.html
index a18c0e02..d7d1e317 100644
--- a/_modules/networkx/drawing/nx_agraph.html
+++ b/_modules/networkx/drawing/nx_agraph.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.drawing.nx_agraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.drawing.nx_agraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/drawing/nx_agraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/drawing/nx_agraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -787,7 +799,7 @@
 <span class="sd">    G : NetworkX graph</span>
 <span class="sd">        The machine to draw.</span>
 <span class="sd">    edgelabel : str, callable, None</span>
-<span class="sd">        If a string, then it specifes the edge attribute to be displayed</span>
+<span class="sd">        If a string, then it specifies the edge attribute to be displayed</span>
 <span class="sd">        on the edge labels. If a callable, then it is called for each</span>
 <span class="sd">        edge and it should return the string to be displayed on the edges.</span>
 <span class="sd">        The function signature of `edgelabel` should be edgelabel(data),</span>
@@ -935,11 +947,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/drawing/nx_latex.html b/_modules/networkx/drawing/nx_latex.html
index 0a37f10b..bdeeb81a 100644
--- a/_modules/networkx/drawing/nx_latex.html
+++ b/_modules/networkx/drawing/nx_latex.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.drawing.nx_latex &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.drawing.nx_latex &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/drawing/nx_latex';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/drawing/nx_latex.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -680,8 +692,8 @@
     <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">pos</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
         <span class="n">pos</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">get_node_attributes</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">pos</span><span class="p">)</span>
     <span class="k">if</span> <span class="ow">not</span> <span class="n">pos</span><span class="p">:</span>
-        <span class="c1"># circular layout with radius 1</span>
-        <span class="n">pos</span> <span class="o">=</span> <span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;(</span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="w"> </span><span class="mf">3.1415</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="nb">len</span><span class="p">(</span><span class="n">G</span><span class="p">),</span><span class="w"> </span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s2">:10)&quot;</span> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">n</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">G</span><span class="p">)}</span>
+        <span class="c1"># circular layout with radius 2</span>
+        <span class="n">pos</span> <span class="o">=</span> <span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;(</span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="mf">360.0</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="nb">len</span><span class="p">(</span><span class="n">G</span><span class="p">),</span><span class="w"> </span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s2">:2)&quot;</span> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">n</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">G</span><span class="p">)}</span>
     <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">G</span><span class="p">:</span>
         <span class="k">if</span> <span class="n">node</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">pos</span><span class="p">:</span>
             <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;node </span><span class="si">{</span><span class="n">node</span><span class="si">}</span><span class="s2"> has no specified pos </span><span class="si">{</span><span class="n">pos</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
@@ -948,7 +960,7 @@
 
 <span class="sd">    This convenience function creates the latex drawing code as a string</span>
 <span class="sd">    and writes that to a file ready to be compiled when `as_document` is True</span>
-<span class="sd">    or ready to be ``\\import``ed or `\\include``ed into your main LaTeX document.</span>
+<span class="sd">    or ready to be ``import`` ed or ``include`` ed into your main LaTeX document.</span>
 
 <span class="sd">    The `path` argument can be a string filename or a file handle to write to.</span>
 
@@ -961,71 +973,71 @@
 <span class="sd">    path : filename</span>
 <span class="sd">        Filename or file handle to write to</span>
 <span class="sd">    options : dict</span>
-<span class="sd">        By default, TikZ is used with options: (others are ignored):</span>
-
-<span class="sd">        pos : string or dict or list</span>
-<span class="sd">            The name of the node attribute on `G` that holds the position of each node.</span>
-<span class="sd">            Positions can be sequences of length 2 with numbers for (x,y) coordinates.</span>
-<span class="sd">            They can also be strings to denote positions in TikZ style, such as (x, y)</span>
-<span class="sd">            or (angle:radius).</span>
-<span class="sd">            If a dict, it should be keyed by node to a position.</span>
-<span class="sd">            If an empty dict, a circular layout is computed by TikZ.</span>
-<span class="sd">            If you are drawing many graphs in subfigures, use a list of position dicts.</span>
-<span class="sd">        tikz_options : string</span>
-<span class="sd">            The tikzpicture options description defining the options for the picture.</span>
-<span class="sd">            Often large scale options like `[scale=2]`.</span>
-<span class="sd">        default_node_options : string</span>
-<span class="sd">            The draw options for a path of nodes. Individual node options override these.</span>
-<span class="sd">        node_options : string or dict</span>
-<span class="sd">            The name of the node attribute on `G` that holds the options for each node.</span>
-<span class="sd">            Or a dict keyed by node to a string holding the options for that node.</span>
-<span class="sd">        node_label : string or dict</span>
-<span class="sd">            The name of the node attribute on `G` that holds the node label (text)</span>
-<span class="sd">            displayed for each node. If the attribute is &quot;&quot; or not present, the node</span>
-<span class="sd">            itself is drawn as a string. LaTeX processing such as ``&quot;$A_1$&quot;`` is allowed.</span>
-<span class="sd">            Or a dict keyed by node to a string holding the label for that node.</span>
-<span class="sd">        default_edge_options : string</span>
-<span class="sd">            The options for the scope drawing all edges. The default is &quot;[-]&quot; for</span>
-<span class="sd">            undirected graphs and &quot;[-&gt;]&quot; for directed graphs.</span>
-<span class="sd">        edge_options : string or dict</span>
-<span class="sd">            The name of the edge attribute on `G` that holds the options for each edge.</span>
-<span class="sd">            If the edge is a self-loop and ``&quot;loop&quot; not in edge_options`` the option</span>
-<span class="sd">            &quot;loop,&quot; is added to the options for the self-loop edge. Hence you can</span>
-<span class="sd">            use &quot;[loop above]&quot; explicitly, but the default is &quot;[loop]&quot;.</span>
-<span class="sd">            Or a dict keyed by edge to a string holding the options for that edge.</span>
-<span class="sd">        edge_label : string or dict</span>
-<span class="sd">            The name of the edge attribute on `G` that holds the edge label (text)</span>
-<span class="sd">            displayed for each edge. If the attribute is &quot;&quot; or not present, no edge</span>
-<span class="sd">            label is drawn.</span>
-<span class="sd">            Or a dict keyed by edge to a string holding the label for that edge.</span>
-<span class="sd">        edge_label_options : string or dict</span>
-<span class="sd">            The name of the edge attribute on `G` that holds the label options for</span>
-<span class="sd">            each edge. For example, &quot;[sloped,above,blue]&quot;. The default is no options.</span>
-<span class="sd">            Or a dict keyed by edge to a string holding the label options for that edge.</span>
-<span class="sd">        caption : string</span>
-<span class="sd">            The caption string for the figure environment</span>
-<span class="sd">        latex_label : string</span>
-<span class="sd">            The latex label used for the figure for easy referral from the main text</span>
-<span class="sd">        sub_captions : list of strings</span>
-<span class="sd">            The sub_caption string for each subfigure in the figure</span>
-<span class="sd">        sub_latex_labels : list of strings</span>
-<span class="sd">            The latex label for each subfigure in the figure</span>
-<span class="sd">        n_rows : int</span>
-<span class="sd">            The number of rows of subfigures to arrange for multiple graphs</span>
-<span class="sd">        as_document : bool</span>
-<span class="sd">            Whether to wrap the latex code in a document envionment for compiling</span>
-<span class="sd">        document_wrapper : formatted text string with variable ``content``.</span>
-<span class="sd">            This text is called to evaluate the content embedded in a document</span>
-<span class="sd">            environment with a preamble setting up the TikZ syntax.</span>
-<span class="sd">        figure_wrapper : formatted text string</span>
-<span class="sd">            This text is evaluated with variables ``content``, ``caption`` and ``label``.</span>
-<span class="sd">            It wraps the content and if a caption is provided, adds the latex code for</span>
-<span class="sd">            that caption, and if a label is provided, adds the latex code for a label.</span>
-<span class="sd">        subfigure_wrapper : formatted text string</span>
-<span class="sd">            This text evaluate variables ``size``, ``content``, ``caption`` and ``label``.</span>
-<span class="sd">            It wraps the content and if a caption is provided, adds the latex code for</span>
-<span class="sd">            that caption, and if a label is provided, adds the latex code for a label.</span>
-<span class="sd">            The size is the vertical size of each row of subfigures as a fraction.</span>
+<span class="sd">        By default, TikZ is used with options: (others are ignored)::</span>
+
+<span class="sd">            pos : string or dict or list</span>
+<span class="sd">                The name of the node attribute on `G` that holds the position of each node.</span>
+<span class="sd">                Positions can be sequences of length 2 with numbers for (x,y) coordinates.</span>
+<span class="sd">                They can also be strings to denote positions in TikZ style, such as (x, y)</span>
+<span class="sd">                or (angle:radius).</span>
+<span class="sd">                If a dict, it should be keyed by node to a position.</span>
+<span class="sd">                If an empty dict, a circular layout is computed by TikZ.</span>
+<span class="sd">                If you are drawing many graphs in subfigures, use a list of position dicts.</span>
+<span class="sd">            tikz_options : string</span>
+<span class="sd">                The tikzpicture options description defining the options for the picture.</span>
+<span class="sd">                Often large scale options like `[scale=2]`.</span>
+<span class="sd">            default_node_options : string</span>
+<span class="sd">                The draw options for a path of nodes. Individual node options override these.</span>
+<span class="sd">            node_options : string or dict</span>
+<span class="sd">                The name of the node attribute on `G` that holds the options for each node.</span>
+<span class="sd">                Or a dict keyed by node to a string holding the options for that node.</span>
+<span class="sd">            node_label : string or dict</span>
+<span class="sd">                The name of the node attribute on `G` that holds the node label (text)</span>
+<span class="sd">                displayed for each node. If the attribute is &quot;&quot; or not present, the node</span>
+<span class="sd">                itself is drawn as a string. LaTeX processing such as ``&quot;$A_1$&quot;`` is allowed.</span>
+<span class="sd">                Or a dict keyed by node to a string holding the label for that node.</span>
+<span class="sd">            default_edge_options : string</span>
+<span class="sd">                The options for the scope drawing all edges. The default is &quot;[-]&quot; for</span>
+<span class="sd">                undirected graphs and &quot;[-&gt;]&quot; for directed graphs.</span>
+<span class="sd">            edge_options : string or dict</span>
+<span class="sd">                The name of the edge attribute on `G` that holds the options for each edge.</span>
+<span class="sd">                If the edge is a self-loop and ``&quot;loop&quot; not in edge_options`` the option</span>
+<span class="sd">                &quot;loop,&quot; is added to the options for the self-loop edge. Hence you can</span>
+<span class="sd">                use &quot;[loop above]&quot; explicitly, but the default is &quot;[loop]&quot;.</span>
+<span class="sd">                Or a dict keyed by edge to a string holding the options for that edge.</span>
+<span class="sd">            edge_label : string or dict</span>
+<span class="sd">                The name of the edge attribute on `G` that holds the edge label (text)</span>
+<span class="sd">                displayed for each edge. If the attribute is &quot;&quot; or not present, no edge</span>
+<span class="sd">                label is drawn.</span>
+<span class="sd">                Or a dict keyed by edge to a string holding the label for that edge.</span>
+<span class="sd">            edge_label_options : string or dict</span>
+<span class="sd">                The name of the edge attribute on `G` that holds the label options for</span>
+<span class="sd">                each edge. For example, &quot;[sloped,above,blue]&quot;. The default is no options.</span>
+<span class="sd">                Or a dict keyed by edge to a string holding the label options for that edge.</span>
+<span class="sd">            caption : string</span>
+<span class="sd">                The caption string for the figure environment</span>
+<span class="sd">            latex_label : string</span>
+<span class="sd">                The latex label used for the figure for easy referral from the main text</span>
+<span class="sd">            sub_captions : list of strings</span>
+<span class="sd">                The sub_caption string for each subfigure in the figure</span>
+<span class="sd">            sub_latex_labels : list of strings</span>
+<span class="sd">                The latex label for each subfigure in the figure</span>
+<span class="sd">            n_rows : int</span>
+<span class="sd">                The number of rows of subfigures to arrange for multiple graphs</span>
+<span class="sd">            as_document : bool</span>
+<span class="sd">                Whether to wrap the latex code in a document envionment for compiling</span>
+<span class="sd">            document_wrapper : formatted text string with variable ``content``.</span>
+<span class="sd">                This text is called to evaluate the content embedded in a document</span>
+<span class="sd">                environment with a preamble setting up the TikZ syntax.</span>
+<span class="sd">            figure_wrapper : formatted text string</span>
+<span class="sd">                This text is evaluated with variables ``content``, ``caption`` and ``label``.</span>
+<span class="sd">                It wraps the content and if a caption is provided, adds the latex code for</span>
+<span class="sd">                that caption, and if a label is provided, adds the latex code for a label.</span>
+<span class="sd">            subfigure_wrapper : formatted text string</span>
+<span class="sd">                This text evaluate variables ``size``, ``content``, ``caption`` and ``label``.</span>
+<span class="sd">                It wraps the content and if a caption is provided, adds the latex code for</span>
+<span class="sd">                that caption, and if a label is provided, adds the latex code for a label.</span>
+<span class="sd">                The size is the vertical size of each row of subfigures as a fraction.</span>
 
 <span class="sd">    See Also</span>
 <span class="sd">    ========</span>
@@ -1046,11 +1058,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/drawing/nx_pydot.html b/_modules/networkx/drawing/nx_pydot.html
index 750562a6..94681610 100644
--- a/_modules/networkx/drawing/nx_pydot.html
+++ b/_modules/networkx/drawing/nx_pydot.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.drawing.nx_pydot &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.drawing.nx_pydot &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/drawing/nx_pydot';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/drawing/nx_pydot.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -927,11 +939,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/drawing/nx_pylab.html b/_modules/networkx/drawing/nx_pylab.html
index c7ced280..4b215d4d 100644
--- a/_modules/networkx/drawing/nx_pylab.html
+++ b/_modules/networkx/drawing/nx_pylab.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.drawing.nx_pylab &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.drawing.nx_pylab &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/drawing/nx_pylab';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/drawing/nx_pylab.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1041,14 +1053,14 @@
 <span class="sd">        Label for legend</span>
 
 <span class="sd">    min_source_margin : int (default=0)</span>
-<span class="sd">        The minimum margin (gap) at the begining of the edge at the source.</span>
+<span class="sd">        The minimum margin (gap) at the beginning of the edge at the source.</span>
 
 <span class="sd">    min_target_margin : int (default=0)</span>
 <span class="sd">        The minimum margin (gap) at the end of the edge at the target.</span>
 
 <span class="sd">    Returns</span>
 <span class="sd">    -------</span>
-<span class="sd">     matplotlib.colections.LineCollection or a list of matplotlib.patches.FancyArrowPatch</span>
+<span class="sd">     matplotlib.collections.LineCollection or a list of matplotlib.patches.FancyArrowPatch</span>
 <span class="sd">        If ``arrows=True``, a list of FancyArrowPatches is returned.</span>
 <span class="sd">        If ``arrows=False``, a LineCollection is returned.</span>
 <span class="sd">        If ``arrows=None`` (the default), then a LineCollection is returned if</span>
@@ -1247,7 +1259,7 @@
                 <span class="c1"># is 0, e.g. for a single node. In this case, fall back to scaling</span>
                 <span class="c1"># by the maximum node size</span>
                 <span class="n">selfloop_ht</span> <span class="o">=</span> <span class="mf">0.005</span> <span class="o">*</span> <span class="n">max_nodesize</span> <span class="k">if</span> <span class="n">h</span> <span class="o">==</span> <span class="mi">0</span> <span class="k">else</span> <span class="n">h</span>
-                <span class="c1"># this is called with _screen space_ values so covert back</span>
+                <span class="c1"># this is called with _screen space_ values so convert back</span>
                 <span class="c1"># to data space</span>
                 <span class="n">data_loc</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">transData</span><span class="o">.</span><span class="n">inverted</span><span class="p">()</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">posA</span><span class="p">)</span>
                 <span class="n">v_shift</span> <span class="o">=</span> <span class="mf">0.1</span> <span class="o">*</span> <span class="n">selfloop_ht</span>
@@ -1575,7 +1587,7 @@
 <span class="sd">    ax : Matplotlib Axes object, optional</span>
 <span class="sd">        Draw the graph in the specified Matplotlib axes.</span>
 
-<span class="sd">    rotate : bool (deafult=True)</span>
+<span class="sd">    rotate : bool (default=True)</span>
 <span class="sd">        Rotate edge labels to lie parallel to edges</span>
 
 <span class="sd">    clip_on : bool (default=True)</span>
@@ -1647,7 +1659,7 @@
             <span class="n">trans_angle</span> <span class="o">=</span> <span class="mf">0.0</span>
         <span class="c1"># use default box of white with white border</span>
         <span class="k">if</span> <span class="n">bbox</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
-            <span class="n">bbox</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">boxstyle</span><span class="o">=</span><span class="s2">&quot;round&quot;</span><span class="p">,</span> <span class="n">ec</span><span class="o">=</span><span class="p">(</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">),</span> <span class="n">fc</span><span class="o">=</span><span class="p">(</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">))</span>
+            <span class="n">bbox</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;boxstyle&quot;</span><span class="p">:</span> <span class="s2">&quot;round&quot;</span><span class="p">,</span> <span class="s2">&quot;ec&quot;</span><span class="p">:</span> <span class="p">(</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">),</span> <span class="s2">&quot;fc&quot;</span><span class="p">:</span> <span class="p">(</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">)}</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">label</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
             <span class="n">label</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">label</span><span class="p">)</span>  <span class="c1"># this makes &quot;1&quot; and 1 labeled the same</span>
 
@@ -2027,11 +2039,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/exception.html b/_modules/networkx/exception.html
index c665dcb7..db7bde66 100644
--- a/_modules/networkx/exception.html
+++ b/_modules/networkx/exception.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.exception &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.exception &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/exception';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/exception.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -600,11 +612,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/atlas.html b/_modules/networkx/generators/atlas.html
index 400416be..0851af60 100644
--- a/_modules/networkx/generators/atlas.html
+++ b/_modules/networkx/generators/atlas.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.atlas &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.atlas &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/atlas';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/atlas.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -652,11 +664,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/classic.html b/_modules/networkx/generators/classic.html
index f95736b0..0030fb95 100644
--- a/_modules/networkx/generators/classic.html
+++ b/_modules/networkx/generators/classic.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.classic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.classic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/classic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/classic.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -970,7 +982,7 @@
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="k">if</span> <span class="n">create_using</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">G</span> <span class="o">=</span> <span class="n">default</span><span class="p">()</span>
-    <span class="k">elif</span> <span class="nb">type</span><span class="p">(</span><span class="n">create_using</span><span class="p">)</span> <span class="ow">is</span> <span class="nb">type</span><span class="p">:</span>
+    <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">create_using</span><span class="p">,</span> <span class="nb">type</span><span class="p">):</span>
         <span class="n">G</span> <span class="o">=</span> <span class="n">create_using</span><span class="p">()</span>
     <span class="k">elif</span> <span class="ow">not</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">create_using</span><span class="p">,</span> <span class="s2">&quot;adj&quot;</span><span class="p">):</span>
         <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;create_using is not a valid NetworkX graph type or instance&quot;</span><span class="p">)</span>
@@ -1265,7 +1277,7 @@
     <span class="c1"># add nodes with subset attribute</span>
     <span class="c1"># while checking that ints are not mixed with iterables</span>
     <span class="k">try</span><span class="p">:</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">subset</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">subsets</span><span class="p">):</span>
+        <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">subset</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">subsets</span><span class="p">):</span>
             <span class="n">G</span><span class="o">.</span><span class="n">add_nodes_from</span><span class="p">(</span><span class="n">subset</span><span class="p">,</span> <span class="n">subset</span><span class="o">=</span><span class="n">i</span><span class="p">)</span>
     <span class="k">except</span> <span class="ne">TypeError</span> <span class="k">as</span> <span class="n">err</span><span class="p">:</span>
         <span class="k">raise</span> <span class="n">NetworkXError</span><span class="p">(</span><span class="s2">&quot;Arguments must be all ints or all iterables&quot;</span><span class="p">)</span> <span class="kn">from</span> <span class="nn">err</span>
@@ -1289,11 +1301,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/cographs.html b/_modules/networkx/generators/cographs.html
index 0eec65f1..2abb1131 100644
--- a/_modules/networkx/generators/cographs.html
+++ b/_modules/networkx/generators/cographs.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.cographs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.cographs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/cographs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/cographs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -488,7 +500,7 @@
 <span class="sd">    Cographs or $P_4$-free graphs can be obtained from a single vertex</span>
 <span class="sd">    by disjoint union and complementation operations.</span>
 
-<span class="sd">    This generator starts off from a single vertex and performes disjoint</span>
+<span class="sd">    This generator starts off from a single vertex and performs disjoint</span>
 <span class="sd">    union and full join operations on itself.</span>
 <span class="sd">    The decision on which operation will take place is random.</span>
 
@@ -541,11 +553,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/community.html b/_modules/networkx/generators/community.html
index f85e1e9c..c389d56d 100644
--- a/_modules/networkx/generators/community.html
+++ b/_modules/networkx/generators/community.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.community &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.community &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/community';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/community.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -595,7 +607,7 @@
 <span class="sd">    k : int</span>
 <span class="sd">      Size of cliques</span>
 <span class="sd">    p : float</span>
-<span class="sd">      Probabilty of rewiring each edge.</span>
+<span class="sd">      Probability of rewiring each edge.</span>
 <span class="sd">    seed : integer, random_state, or None (default)</span>
 <span class="sd">        Indicator of random number generation state.</span>
 <span class="sd">        See :ref:`Randomness&lt;randomness&gt;`.</span>
@@ -622,7 +634,7 @@
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">caveman_graph</span><span class="p">(</span><span class="n">l</span><span class="p">,</span> <span class="n">k</span><span class="p">)</span>
     <span class="n">nodes</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
+    <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
         <span class="k">if</span> <span class="n">seed</span><span class="o">.</span><span class="n">random</span><span class="p">()</span> <span class="o">&lt;</span> <span class="n">p</span><span class="p">:</span>  <span class="c1"># rewire the edge</span>
             <span class="n">x</span> <span class="o">=</span> <span class="n">seed</span><span class="o">.</span><span class="n">choice</span><span class="p">(</span><span class="n">nodes</span><span class="p">)</span>
             <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">has_edge</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
@@ -783,7 +795,7 @@
 <span class="sd">    v : float</span>
 <span class="sd">      Shape parameter. The variance of cluster size distribution is s/v.</span>
 <span class="sd">    p_in : float</span>
-<span class="sd">      Probabilty of intra cluster connection.</span>
+<span class="sd">      Probability of intra cluster connection.</span>
 <span class="sd">    p_out : float</span>
 <span class="sd">      Probability of inter cluster connection.</span>
 <span class="sd">    directed : boolean, optional default=False</span>
@@ -1536,11 +1548,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/degree_seq.html b/_modules/networkx/generators/degree_seq.html
index 7ab8faa5..95f5851b 100644
--- a/_modules/networkx/generators/degree_seq.html
+++ b/_modules/networkx/generators/degree_seq.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.degree_seq &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.degree_seq &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/degree_seq';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/degree_seq.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1336,11 +1348,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/directed.html b/_modules/networkx/generators/directed.html
index eeb82d95..7ade3dcb 100644
--- a/_modules/networkx/generators/directed.html
+++ b/_modules/networkx/generators/directed.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/directed';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1005,11 +1017,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/duplication.html b/_modules/networkx/generators/duplication.html
index 870a9578..ce1cc987 100644
--- a/_modules/networkx/generators/duplication.html
+++ b/_modules/networkx/generators/duplication.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.duplication &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.duplication &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/duplication';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/duplication.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -636,11 +648,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/ego.html b/_modules/networkx/generators/ego.html
index df2b7df6..be01bf2c 100644
--- a/_modules/networkx/generators/ego.html
+++ b/_modules/networkx/generators/ego.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.ego &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.ego &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/ego';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/ego.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -540,11 +552,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/expanders.html b/_modules/networkx/generators/expanders.html
index 8b49e567..4ead8a0c 100644
--- a/_modules/networkx/generators/expanders.html
+++ b/_modules/networkx/generators/expanders.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.expanders &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.expanders &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/expanders';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/expanders.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -533,8 +545,8 @@
         <span class="n">msg</span> <span class="o">=</span> <span class="s2">&quot;`create_using` must be an undirected multigraph.&quot;</span>
         <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
 
-    <span class="k">for</span> <span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">product</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="n">n</span><span class="p">),</span> <span class="n">repeat</span><span class="o">=</span><span class="mi">2</span><span class="p">):</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="p">(</span>
+    <span class="k">for</span> <span class="n">x</span><span class="p">,</span> <span class="n">y</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">product</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="n">n</span><span class="p">),</span> <span class="n">repeat</span><span class="o">=</span><span class="mi">2</span><span class="p">):</span>
+        <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="p">(</span>
             <span class="p">((</span><span class="n">x</span> <span class="o">+</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">y</span><span class="p">)</span> <span class="o">%</span> <span class="n">n</span><span class="p">,</span> <span class="n">y</span><span class="p">),</span>
             <span class="p">((</span><span class="n">x</span> <span class="o">+</span> <span class="p">(</span><span class="mi">2</span> <span class="o">*</span> <span class="n">y</span> <span class="o">+</span> <span class="mi">1</span><span class="p">))</span> <span class="o">%</span> <span class="n">n</span><span class="p">,</span> <span class="n">y</span><span class="p">),</span>
             <span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="p">(</span><span class="n">y</span> <span class="o">+</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">x</span><span class="p">)</span> <span class="o">%</span> <span class="n">n</span><span class="p">),</span>
@@ -678,11 +690,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/geometric.html b/_modules/networkx/generators/geometric.html
index 69c901d6..cf6615d9 100644
--- a/_modules/networkx/generators/geometric.html
+++ b/_modules/networkx/generators/geometric.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.geometric &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.geometric &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/geometric';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/geometric.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1261,11 +1273,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/harary_graph.html b/_modules/networkx/generators/harary_graph.html
index d91f2b54..67535ea1 100644
--- a/_modules/networkx/generators/harary_graph.html
+++ b/_modules/networkx/generators/harary_graph.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.harary_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.harary_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/harary_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/harary_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -672,11 +684,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/internet_as_graphs.html b/_modules/networkx/generators/internet_as_graphs.html
index 2e48a8e1..90540815 100644
--- a/_modules/networkx/generators/internet_as_graphs.html
+++ b/_modules/networkx/generators/internet_as_graphs.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.internet_as_graphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.internet_as_graphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/internet_as_graphs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/internet_as_graphs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -735,7 +747,7 @@
     <span class="k">def</span> <span class="nf">add_cp_peering_link</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cp</span><span class="p">,</span> <span class="n">to_kind</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Add a peering link to a content provider (CP) node.</span>
 
-<span class="sd">        Target node j can be CP or M and it is drawn uniformely among the nodes</span>
+<span class="sd">        Target node j can be CP or M and it is drawn uniformly among the nodes</span>
 <span class="sd">        belonging to the same region as cp.</span>
 
 <span class="sd">        Parameters</span>
@@ -839,7 +851,7 @@
         <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;T&quot;</span><span class="p">:</span> <span class="nb">set</span><span class="p">(),</span> <span class="s2">&quot;M&quot;</span><span class="p">:</span> <span class="nb">set</span><span class="p">(),</span> <span class="s2">&quot;CP&quot;</span><span class="p">:</span> <span class="nb">set</span><span class="p">(),</span> <span class="s2">&quot;C&quot;</span><span class="p">:</span> <span class="nb">set</span><span class="p">()}</span>
 
         <span class="bp">self</span><span class="o">.</span><span class="n">t_graph</span><span class="p">()</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="s2">&quot;T&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">()))</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="s2">&quot;T&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">())</span>
 
         <span class="n">i</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="s2">&quot;T&quot;</span><span class="p">])</span>
         <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">n_m</span><span class="p">):</span>
@@ -915,11 +927,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/intersection.html b/_modules/networkx/generators/intersection.html
index 620aaa6f..b1ca5f8b 100644
--- a/_modules/networkx/generators/intersection.html
+++ b/_modules/networkx/generators/intersection.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.intersection &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.intersection &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/intersection';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/intersection.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -596,11 +608,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/interval_graph.html b/_modules/networkx/generators/interval_graph.html
index 62b7c24f..aad54b4e 100644
--- a/_modules/networkx/generators/interval_graph.html
+++ b/_modules/networkx/generators/interval_graph.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.interval_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.interval_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/interval_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/interval_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -545,11 +557,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/joint_degree_seq.html b/_modules/networkx/generators/joint_degree_seq.html
index d86e6d4a..7ed6a88e 100644
--- a/_modules/networkx/generators/joint_degree_seq.html
+++ b/_modules/networkx/generators/joint_degree_seq.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.joint_degree_seq &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.joint_degree_seq &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/joint_degree_seq';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/joint_degree_seq.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -690,13 +702,11 @@
     <span class="c1"># for each pair</span>
     <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">joint_degrees</span><span class="p">:</span>
         <span class="k">for</span> <span class="n">l</span> <span class="ow">in</span> <span class="n">joint_degrees</span><span class="p">[</span><span class="n">k</span><span class="p">]:</span>
-
             <span class="c1"># n_edges_add is the number of edges to add for the</span>
             <span class="c1"># degree pair (k,l)</span>
             <span class="n">n_edges_add</span> <span class="o">=</span> <span class="n">joint_degrees</span><span class="p">[</span><span class="n">k</span><span class="p">][</span><span class="n">l</span><span class="p">]</span>
 
             <span class="k">if</span> <span class="p">(</span><span class="n">n_edges_add</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">k</span> <span class="o">&gt;=</span> <span class="n">l</span><span class="p">):</span>
-
                 <span class="c1"># number of nodes with degree k and l</span>
                 <span class="n">k_size</span> <span class="o">=</span> <span class="n">degree_count</span><span class="p">[</span><span class="n">k</span><span class="p">]</span>
                 <span class="n">l_size</span> <span class="o">=</span> <span class="n">degree_count</span><span class="p">[</span><span class="n">l</span><span class="p">]</span>
@@ -716,14 +726,12 @@
                     <span class="n">n_edges_add</span> <span class="o">=</span> <span class="n">joint_degrees</span><span class="p">[</span><span class="n">k</span><span class="p">][</span><span class="n">l</span><span class="p">]</span> <span class="o">//</span> <span class="mi">2</span>
 
                 <span class="k">while</span> <span class="n">n_edges_add</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
-
                     <span class="c1"># randomly pick nodes v and w that have degrees k and l</span>
                     <span class="n">v</span> <span class="o">=</span> <span class="n">k_nodes</span><span class="p">[</span><span class="n">seed</span><span class="o">.</span><span class="n">randrange</span><span class="p">(</span><span class="n">k_size</span><span class="p">)]</span>
                     <span class="n">w</span> <span class="o">=</span> <span class="n">l_nodes</span><span class="p">[</span><span class="n">seed</span><span class="o">.</span><span class="n">randrange</span><span class="p">(</span><span class="n">l_size</span><span class="p">)]</span>
 
                     <span class="c1"># if nodes v and w are disconnected then attempt to connect</span>
                     <span class="k">if</span> <span class="ow">not</span> <span class="n">G</span><span class="o">.</span><span class="n">has_edge</span><span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">w</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">v</span> <span class="o">!=</span> <span class="n">w</span><span class="p">):</span>
-
                         <span class="c1"># if node v has no free stubs then do neighbor switch</span>
                         <span class="k">if</span> <span class="n">h_node_residual</span><span class="p">[</span><span class="n">v</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
                             <span class="n">_neighbor_switch</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">k_unsat</span><span class="p">,</span> <span class="n">h_node_residual</span><span class="p">)</span>
@@ -814,13 +822,7 @@
                 <span class="k">if</span> <span class="n">val</span> <span class="o">+</span> <span class="n">forbidden</span><span class="o">.</span><span class="n">get</span><span class="p">((</span><span class="n">k</span><span class="p">,</span> <span class="n">l</span><span class="p">),</span> <span class="mi">0</span><span class="p">)</span> <span class="o">&gt;</span> <span class="n">V</span><span class="p">[(</span><span class="n">k</span><span class="p">,</span> <span class="mi">1</span><span class="p">)]</span> <span class="o">*</span> <span class="n">V</span><span class="p">[(</span><span class="n">l</span><span class="p">,</span> <span class="mi">0</span><span class="p">)]:</span>
                     <span class="k">return</span> <span class="kc">False</span>
 
-    <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">S</span><span class="p">:</span>
-        <span class="k">if</span> <span class="ow">not</span> <span class="n">S</span><span class="p">[</span><span class="n">s</span><span class="p">]</span> <span class="o">/</span> <span class="n">s</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="n">V</span><span class="p">[</span><span class="n">s</span><span class="p">]:</span>  <span class="c1"># condition 2</span>
-            <span class="k">return</span> <span class="kc">False</span>
-
-    <span class="c1"># if all conditions abive have been satisfied then the input nkk is</span>
-    <span class="c1"># realizable as a simple graph.</span>
-    <span class="k">return</span> <span class="kc">True</span></div>
+    <span class="k">return</span> <span class="nb">all</span><span class="p">(</span><span class="n">S</span><span class="p">[</span><span class="n">s</span><span class="p">]</span> <span class="o">/</span> <span class="n">s</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="n">V</span><span class="p">[</span><span class="n">s</span><span class="p">]</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">S</span><span class="p">)</span></div>
 
 
 <span class="k">def</span> <span class="nf">_directed_neighbor_switch</span><span class="p">(</span>
@@ -1145,11 +1147,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/lattice.html b/_modules/networkx/generators/lattice.html
index 574b0f9d..fb7623c4 100644
--- a/_modules/networkx/generators/lattice.html
+++ b/_modules/networkx/generators/lattice.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.lattice &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.lattice &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/lattice';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/lattice.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -836,11 +848,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/line.html b/_modules/networkx/generators/line.html
index 7d5f4fee..0988dc15 100644
--- a/_modules/networkx/generators/line.html
+++ b/_modules/networkx/generators/line.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.line &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.line &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/line';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/line.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -706,10 +718,10 @@
 
 <span class="sd">    Notes</span>
 <span class="sd">    -----</span>
-<span class="sd">    This is an implementation of the Roussopoulos algorithm.</span>
+<span class="sd">    This is an implementation of the Roussopoulos algorithm[1]_.</span>
 
 <span class="sd">    If G consists of multiple components, then the algorithm doesn&#39;t work.</span>
-<span class="sd">    You should invert every component seperately:</span>
+<span class="sd">    You should invert every component separately:</span>
 
 <span class="sd">    &gt;&gt;&gt; K5 = nx.complete_graph(5)</span>
 <span class="sd">    &gt;&gt;&gt; P4 = nx.Graph([(&quot;a&quot;, &quot;b&quot;), (&quot;b&quot;, &quot;c&quot;), (&quot;c&quot;, &quot;d&quot;)])</span>
@@ -722,8 +734,9 @@
 
 <span class="sd">    References</span>
 <span class="sd">    ----------</span>
-<span class="sd">    * Roussopolous, N, &quot;A max {m, n} algorithm for determining the graph H from</span>
-<span class="sd">      its line graph G&quot;, Information Processing Letters 2, (1973), 108--112.</span>
+<span class="sd">    .. [1] Roussopoulos, N.D. , &quot;A max {m, n} algorithm for determining the graph H from</span>
+<span class="sd">       its line graph G&quot;, Information Processing Letters 2, (1973), 108--112, ISSN 0020-0190,</span>
+<span class="sd">       `DOI link &lt;https://doi.org/10.1016/0020-0190(73)90029-X&gt;`_</span>
 
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">number_of_nodes</span><span class="p">()</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
@@ -737,7 +750,7 @@
     <span class="k">elif</span> <span class="n">G</span><span class="o">.</span><span class="n">number_of_nodes</span><span class="p">()</span> <span class="o">&gt;</span> <span class="mi">1</span> <span class="ow">and</span> <span class="n">G</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">()</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
         <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
             <span class="s2">&quot;inverse_line_graph() doesn&#39;t work on an edgeless graph. &quot;</span>
-            <span class="s2">&quot;Please use this function on each component seperately.&quot;</span>
+            <span class="s2">&quot;Please use this function on each component separately.&quot;</span>
         <span class="p">)</span>
         <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXError</span><span class="p">(</span><span class="n">msg</span><span class="p">)</span>
 
@@ -820,10 +833,7 @@
         <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">G</span><span class="p">[</span><span class="n">t</span><span class="p">]:</span>
             <span class="k">if</span> <span class="n">v</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">T</span><span class="p">:</span>
                 <span class="n">T_neighbors</span><span class="p">[</span><span class="n">v</span><span class="p">]</span> <span class="o">+=</span> <span class="mi">1</span>
-    <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">T_neighbors</span><span class="p">:</span>
-        <span class="k">if</span> <span class="n">T_neighbors</span><span class="p">[</span><span class="n">v</span><span class="p">]</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">]:</span>
-            <span class="k">return</span> <span class="kc">True</span>
-    <span class="k">return</span> <span class="kc">False</span>
+    <span class="k">return</span> <span class="nb">any</span><span class="p">(</span><span class="n">T_neighbors</span><span class="p">[</span><span class="n">v</span><span class="p">]</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span> <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">T_neighbors</span><span class="p">)</span>
 
 
 <span class="k">def</span> <span class="nf">_find_partition</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">starting_cell</span><span class="p">):</span>
@@ -974,11 +984,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/mycielski.html b/_modules/networkx/generators/mycielski.html
index 2adba60d..6d5a29f8 100644
--- a/_modules/networkx/generators/mycielski.html
+++ b/_modules/networkx/generators/mycielski.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.mycielski &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.mycielski &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/mycielski';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/mycielski.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/nonisomorphic_trees.html b/_modules/networkx/generators/nonisomorphic_trees.html
index ad9c6df0..9ad24593 100644
--- a/_modules/networkx/generators/nonisomorphic_trees.html
+++ b/_modules/networkx/generators/nonisomorphic_trees.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.nonisomorphic_trees &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.nonisomorphic_trees &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/nonisomorphic_trees';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/nonisomorphic_trees.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -665,11 +677,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/random_clustered.html b/_modules/networkx/generators/random_clustered.html
index c711813d..2efe8cd9 100644
--- a/_modules/networkx/generators/random_clustered.html
+++ b/_modules/networkx/generators/random_clustered.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.random_clustered &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.random_clustered &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/random_clustered';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/random_clustered.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -591,11 +603,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/random_graphs.html b/_modules/networkx/generators/random_graphs.html
index ca1ddb16..308c5368 100644
--- a/_modules/networkx/generators/random_graphs.html
+++ b/_modules/networkx/generators/random_graphs.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.random_graphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.random_graphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/random_graphs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/random_graphs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -806,7 +818,7 @@
     <span class="c1"># for each edge u-v, with probability p, randomly select existing</span>
     <span class="c1"># node w and add new edge u-w</span>
     <span class="n">e</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">())</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">)</span> <span class="ow">in</span> <span class="n">e</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">e</span><span class="p">:</span>
         <span class="k">if</span> <span class="n">seed</span><span class="o">.</span><span class="n">random</span><span class="p">()</span> <span class="o">&lt;</span> <span class="n">p</span><span class="p">:</span>
             <span class="n">w</span> <span class="o">=</span> <span class="n">seed</span><span class="o">.</span><span class="n">choice</span><span class="p">(</span><span class="n">nlist</span><span class="p">)</span>
             <span class="c1"># no self-loops and reject if edge u-w exists</span>
@@ -950,6 +962,8 @@
 <span class="k">def</span> <span class="nf">random_regular_graph</span><span class="p">(</span><span class="n">d</span><span class="p">,</span> <span class="n">n</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">    </span><span class="sa">r</span><span class="sd">&quot;&quot;&quot;Returns a random $d$-regular graph on $n$ nodes.</span>
 
+<span class="sd">    A regular graph is a graph where each node has the same number of neighbors.</span>
+
 <span class="sd">    The resulting graph has no self-loops or parallel edges.</span>
 
 <span class="sd">    Parameters</span>
@@ -981,7 +995,7 @@
 <span class="sd">    .. [1] A. Steger and N. Wormald,</span>
 <span class="sd">       Generating random regular graphs quickly,</span>
 <span class="sd">       Probability and Computing 8 (1999), 377-396, 1999.</span>
-<span class="sd">       http://citeseer.ist.psu.edu/steger99generating.html</span>
+<span class="sd">       https://doi.org/10.1017/S0963548399003867</span>
 
 <span class="sd">    .. [2] Jeong Han Kim and Van H. Vu,</span>
 <span class="sd">       Generating random regular graphs,</span>
@@ -1478,7 +1492,7 @@
                 <span class="n">neighborhood</span> <span class="o">=</span> <span class="p">[</span>
                     <span class="n">nbr</span>
                     <span class="k">for</span> <span class="n">nbr</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">neighbors</span><span class="p">(</span><span class="n">target</span><span class="p">)</span>
-                    <span class="k">if</span> <span class="ow">not</span> <span class="n">G</span><span class="o">.</span><span class="n">has_edge</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">nbr</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">nbr</span> <span class="o">==</span> <span class="n">source</span>
+                    <span class="k">if</span> <span class="ow">not</span> <span class="n">G</span><span class="o">.</span><span class="n">has_edge</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">nbr</span><span class="p">)</span> <span class="ow">and</span> <span class="n">nbr</span> <span class="o">!=</span> <span class="n">source</span>
                 <span class="p">]</span>
                 <span class="k">if</span> <span class="n">neighborhood</span><span class="p">:</span>  <span class="c1"># if there is a neighbor without a link</span>
                     <span class="n">nbr</span> <span class="o">=</span> <span class="n">seed</span><span class="o">.</span><span class="n">choice</span><span class="p">(</span><span class="n">neighborhood</span><span class="p">)</span>
@@ -1577,7 +1591,7 @@
     <span class="n">intra_edges</span> <span class="o">=</span> <span class="p">[]</span>
     <span class="n">nnodes</span> <span class="o">=</span> <span class="mi">0</span>
     <span class="c1"># create gnm graphs for each shell</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="n">m</span><span class="p">,</span> <span class="n">d</span><span class="p">)</span> <span class="ow">in</span> <span class="n">constructor</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">m</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">constructor</span><span class="p">:</span>
         <span class="n">inter_edges</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">m</span> <span class="o">*</span> <span class="n">d</span><span class="p">)</span>
         <span class="n">intra_edges</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">m</span> <span class="o">-</span> <span class="n">inter_edges</span><span class="p">)</span>
         <span class="n">g</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">convert_node_labels_to_integers</span><span class="p">(</span>
@@ -1791,11 +1805,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/small.html b/_modules/networkx/generators/small.html
index b26088ee..b6f0dfda 100644
--- a/_modules/networkx/generators/small.html
+++ b/_modules/networkx/generators/small.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.small &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.small &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/small';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/small.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,7 +578,7 @@
     <span class="k">if</span> <span class="n">G</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
         <span class="k">raise</span> <span class="n">NetworkXError</span><span class="p">(</span><span class="s2">&quot;Directed Graph not supported&quot;</span><span class="p">)</span>
     <span class="n">G</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="s2">&quot;LCF_graph&quot;</span>
-    <span class="n">nodes</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
+    <span class="n">nodes</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
 
     <span class="n">n_extra_edges</span> <span class="o">=</span> <span class="n">repeats</span> <span class="o">*</span> <span class="nb">len</span><span class="p">(</span><span class="n">shift_list</span><span class="p">)</span>
     <span class="c1"># edges are added n_extra_edges times</span>
@@ -1430,11 +1442,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/social.html b/_modules/networkx/generators/social.html
index 6238bdba..d4dc05ff 100644
--- a/_modules/networkx/generators/social.html
+++ b/_modules/networkx/generators/social.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.social &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.social &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/social';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/social.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1017,11 +1029,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/spectral_graph_forge.html b/_modules/networkx/generators/spectral_graph_forge.html
index 554b3749..e0894f9c 100644
--- a/_modules/networkx/generators/spectral_graph_forge.html
+++ b/_modules/networkx/generators/spectral_graph_forge.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.spectral_graph_forge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.spectral_graph_forge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/spectral_graph_forge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/spectral_graph_forge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -596,11 +608,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/stochastic.html b/_modules/networkx/generators/stochastic.html
index 8b3649d6..5260fe9e 100644
--- a/_modules/networkx/generators/stochastic.html
+++ b/_modules/networkx/generators/stochastic.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.stochastic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.stochastic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/stochastic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/stochastic.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -524,11 +536,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/sudoku.html b/_modules/networkx/generators/sudoku.html
index 53574921..ba224a81 100644
--- a/_modules/networkx/generators/sudoku.html
+++ b/_modules/networkx/generators/sudoku.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.sudoku &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.sudoku &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/sudoku';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/sudoku.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,11 +617,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/trees.html b/_modules/networkx/generators/trees.html
index 295a7333..2e4abe25 100644
--- a/_modules/networkx/generators/trees.html
+++ b/_modules/networkx/generators/trees.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.trees &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.trees &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/trees';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/trees.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -786,29 +798,29 @@
 <span class="sd">    Examples</span>
 <span class="sd">    --------</span>
 <span class="sd">    &gt;&gt;&gt; tree = nx.random_tree(n=10, seed=0)</span>
-<span class="sd">    &gt;&gt;&gt; print(nx.forest_str(tree, sources=[0]))</span>
+<span class="sd">    &gt;&gt;&gt; nx.write_network_text(tree, sources=[0])</span>
 <span class="sd">    ╙── 0</span>
 <span class="sd">        ├── 3</span>
 <span class="sd">        └── 4</span>
 <span class="sd">            ├── 6</span>
-<span class="sd">            │   ├── 1</span>
-<span class="sd">            │   ├── 2</span>
-<span class="sd">            │   └── 7</span>
-<span class="sd">            │       └── 8</span>
-<span class="sd">            │           └── 5</span>
+<span class="sd">            │   ├── 1</span>
+<span class="sd">            │   ├── 2</span>
+<span class="sd">            │   └── 7</span>
+<span class="sd">            │       └── 8</span>
+<span class="sd">            │           └── 5</span>
 <span class="sd">            └── 9</span>
 
 <span class="sd">    &gt;&gt;&gt; tree = nx.random_tree(n=10, seed=0, create_using=nx.DiGraph)</span>
-<span class="sd">    &gt;&gt;&gt; print(nx.forest_str(tree))</span>
+<span class="sd">    &gt;&gt;&gt; nx.write_network_text(tree)</span>
 <span class="sd">    ╙── 0</span>
 <span class="sd">        ├─╼ 3</span>
 <span class="sd">        └─╼ 4</span>
 <span class="sd">            ├─╼ 6</span>
-<span class="sd">            │   ├─╼ 1</span>
-<span class="sd">            │   ├─╼ 2</span>
-<span class="sd">            │   └─╼ 7</span>
-<span class="sd">            │       └─╼ 8</span>
-<span class="sd">            │           └─╼ 5</span>
+<span class="sd">            │   ├─╼ 1</span>
+<span class="sd">            │   ├─╼ 2</span>
+<span class="sd">            │   └─╼ 7</span>
+<span class="sd">            │       └─╼ 8</span>
+<span class="sd">            │           └─╼ 5</span>
 <span class="sd">            └─╼ 9</span>
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="k">if</span> <span class="n">n</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
@@ -849,11 +861,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/generators/triads.html b/_modules/networkx/generators/triads.html
index 3e461b77..cde4a626 100644
--- a/_modules/networkx/generators/triads.html
+++ b/_modules/networkx/generators/triads.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.generators.triads &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.generators.triads &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/generators/triads';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/generators/triads.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -550,11 +562,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/linalg/algebraicconnectivity.html b/_modules/networkx/linalg/algebraicconnectivity.html
index e377b40f..90c21713 100644
--- a/_modules/networkx/linalg/algebraicconnectivity.html
+++ b/_modules/networkx/linalg/algebraicconnectivity.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.linalg.algebraicconnectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.linalg.algebraicconnectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/linalg/algebraicconnectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/linalg/algebraicconnectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -473,7 +485,12 @@
     <span class="n">reverse_cuthill_mckee_ordering</span><span class="p">,</span>
 <span class="p">)</span>
 
-<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;algebraic_connectivity&quot;</span><span class="p">,</span> <span class="s2">&quot;fiedler_vector&quot;</span><span class="p">,</span> <span class="s2">&quot;spectral_ordering&quot;</span><span class="p">]</span>
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">&quot;algebraic_connectivity&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;fiedler_vector&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;spectral_ordering&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;spectral_bisection&quot;</span><span class="p">,</span>
+<span class="p">]</span>
 
 
 <span class="k">class</span> <span class="nc">_PCGSolver</span><span class="p">:</span>
@@ -1048,6 +1065,73 @@
             <span class="n">order</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">component</span><span class="p">)</span>
 
     <span class="k">return</span> <span class="n">order</span></div>
+
+
+<span class="k">def</span> <span class="nf">spectral_bisection</span><span class="p">(</span>
+    <span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="o">=</span><span class="s2">&quot;weight&quot;</span><span class="p">,</span> <span class="n">normalized</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">tol</span><span class="o">=</span><span class="mf">1e-8</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="s2">&quot;tracemin_pcg&quot;</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="kc">None</span>
+<span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Bisect the graph using the Fiedler vector.</span>
+
+<span class="sd">    This method uses the Fiedler vector to bisect a graph.</span>
+<span class="sd">    The partition is defined by the nodes which are associated with</span>
+<span class="sd">    either positive or negative values in the vector.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    G : NetworkX Graph</span>
+
+<span class="sd">    weight : str, optional (default: weight)</span>
+<span class="sd">        The data key used to determine the weight of each edge. If None, then</span>
+<span class="sd">        each edge has unit weight.</span>
+
+<span class="sd">    normalized : bool, optional (default: False)</span>
+<span class="sd">        Whether the normalized Laplacian matrix is used.</span>
+
+<span class="sd">    tol : float, optional (default: 1e-8)</span>
+<span class="sd">        Tolerance of relative residual in eigenvalue computation.</span>
+
+<span class="sd">    method : string, optional (default: &#39;tracemin_pcg&#39;)</span>
+<span class="sd">        Method of eigenvalue computation. It must be one of the tracemin</span>
+<span class="sd">        options shown below (TraceMIN), &#39;lanczos&#39; (Lanczos iteration)</span>
+<span class="sd">        or &#39;lobpcg&#39; (LOBPCG).</span>
+
+<span class="sd">        The TraceMIN algorithm uses a linear system solver. The following</span>
+<span class="sd">        values allow specifying the solver to be used.</span>
+
+<span class="sd">        =============== ========================================</span>
+<span class="sd">        Value           Solver</span>
+<span class="sd">        =============== ========================================</span>
+<span class="sd">        &#39;tracemin_pcg&#39;  Preconditioned conjugate gradient method</span>
+<span class="sd">        &#39;tracemin_lu&#39;   LU factorization</span>
+<span class="sd">        =============== ========================================</span>
+
+<span class="sd">    seed : integer, random_state, or None (default)</span>
+<span class="sd">        Indicator of random number generation state.</span>
+<span class="sd">        See :ref:`Randomness&lt;randomness&gt;`.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    --------</span>
+<span class="sd">    bisection : tuple of sets</span>
+<span class="sd">        Sets with the bisection of nodes</span>
+
+<span class="sd">    Examples</span>
+<span class="sd">    --------</span>
+<span class="sd">    &gt;&gt;&gt; G = nx.barbell_graph(3, 0)</span>
+<span class="sd">    &gt;&gt;&gt; nx.spectral_bisection(G)</span>
+<span class="sd">    ({0, 1, 2}, {3, 4, 5})</span>
+
+<span class="sd">    References</span>
+<span class="sd">    ----------</span>
+<span class="sd">    .. [1] M. E. J Newman &#39;Networks: An Introduction&#39;, pages 364-370</span>
+<span class="sd">       Oxford University Press 2011.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+
+    <span class="n">v</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">fiedler_vector</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">weight</span><span class="p">,</span> <span class="n">normalized</span><span class="p">,</span> <span class="n">tol</span><span class="p">,</span> <span class="n">method</span><span class="p">,</span> <span class="n">seed</span><span class="p">)</span>
+    <span class="n">nodes</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
+    <span class="n">pos_vals</span> <span class="o">=</span> <span class="n">v</span> <span class="o">&gt;=</span> <span class="mi">0</span>
+
+    <span class="k">return</span> <span class="nb">set</span><span class="p">(</span><span class="n">nodes</span><span class="p">[</span><span class="o">~</span><span class="n">pos_vals</span><span class="p">]),</span> <span class="nb">set</span><span class="p">(</span><span class="n">nodes</span><span class="p">[</span><span class="n">pos_vals</span><span class="p">])</span>
 </pre></div>
 
             </article>
@@ -1062,11 +1146,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
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+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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diff --git a/_modules/networkx/linalg/attrmatrix.html b/_modules/networkx/linalg/attrmatrix.html
index 83f6faa6..df31e4ac 100644
--- a/_modules/networkx/linalg/attrmatrix.html
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@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.linalg.attrmatrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.linalg.attrmatrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/linalg/attrmatrix';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/linalg/attrmatrix.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
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+<script
+  defer
+  data-domain="networkx.org"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -93,6 +99,12 @@
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 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+
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@@ -244,7 +256,7 @@
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@@ -407,7 +419,7 @@
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+      v3.1rc1.dev0
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@@ -937,11 +949,11 @@
               
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
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+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/linalg/bethehessianmatrix.html b/_modules/networkx/linalg/bethehessianmatrix.html
index 8403f92d..368f034f 100644
--- a/_modules/networkx/linalg/bethehessianmatrix.html
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@@ -5,7 +5,7 @@
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     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.linalg.bethehessianmatrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.linalg.bethehessianmatrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/linalg/bethehessianmatrix';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/linalg/bethehessianmatrix.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -244,7 +256,7 @@
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-      v3.0rc2.dev0
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@@ -407,7 +419,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
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@@ -553,11 +565,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/linalg/graphmatrix.html b/_modules/networkx/linalg/graphmatrix.html
index 52a089d7..074f3179 100644
--- a/_modules/networkx/linalg/graphmatrix.html
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@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.linalg.graphmatrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.linalg.graphmatrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/linalg/graphmatrix';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/linalg/graphmatrix.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -244,7 +256,7 @@
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-      v3.0rc2.dev0
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@@ -407,7 +419,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -632,11 +644,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/linalg/laplacianmatrix.html b/_modules/networkx/linalg/laplacianmatrix.html
index e2051e81..7daba5a1 100644
--- a/_modules/networkx/linalg/laplacianmatrix.html
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@@ -5,7 +5,7 @@
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     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.linalg.laplacianmatrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.linalg.laplacianmatrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/linalg/laplacianmatrix';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/linalg/laplacianmatrix.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -244,7 +256,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -407,7 +419,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -904,11 +916,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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+</form>
 </div>
 
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diff --git a/_modules/networkx/linalg/modularitymatrix.html b/_modules/networkx/linalg/modularitymatrix.html
index e4ecc2e5..75e173d1 100644
--- a/_modules/networkx/linalg/modularitymatrix.html
+++ b/_modules/networkx/linalg/modularitymatrix.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.linalg.modularitymatrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.linalg.modularitymatrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/linalg/modularitymatrix';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/linalg/modularitymatrix.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -639,11 +651,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/linalg/spectrum.html b/_modules/networkx/linalg/spectrum.html
index 049aaaf9..c5866b4c 100644
--- a/_modules/networkx/linalg/spectrum.html
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@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.linalg.spectrum &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.linalg.spectrum &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/linalg/spectrum';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/linalg/spectrum.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -244,7 +256,7 @@
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-      v3.0rc2.dev0
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       id="dLabelMore"
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-      v3.0rc2.dev0
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 <div class="toc-item">
   
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-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/adjlist.html b/_modules/networkx/readwrite/adjlist.html
index 3b97ea74..31fdfd87 100644
--- a/_modules/networkx/readwrite/adjlist.html
+++ b/_modules/networkx/readwrite/adjlist.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -783,11 +795,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/edgelist.html b/_modules/networkx/readwrite/edgelist.html
index eaa43342..e68de8ee 100644
--- a/_modules/networkx/readwrite/edgelist.html
+++ b/_modules/networkx/readwrite/edgelist.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -961,11 +973,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/gexf.html b/_modules/networkx/readwrite/gexf.html
index 5b64cc5a..d01a3418 100644
--- a/_modules/networkx/readwrite/gexf.html
+++ b/_modules/networkx/readwrite/gexf.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.gexf &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.gexf &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/gexf';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/gexf.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -465,7 +477,7 @@
 
 <span class="sd">.. warning::</span>
 <span class="sd">    This parser uses the standard xml library present in Python, which is</span>
-<span class="sd">    insecure - see :doc:`library/xml` for additional information.</span>
+<span class="sd">    insecure - see :external+python:mod:`xml` for additional information.</span>
 <span class="sd">    Only parse GEFX files you trust.</span>
 
 <span class="sd">GEXF (Graph Exchange XML Format) is a language for describing complex</span>
@@ -640,27 +652,32 @@
 
 
 <span class="k">class</span> <span class="nc">GEXF</span><span class="p">:</span>
-    <span class="n">versions</span> <span class="o">=</span> <span class="p">{}</span>
-    <span class="n">d</span> <span class="o">=</span> <span class="p">{</span>
-        <span class="s2">&quot;NS_GEXF&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.gexf.net/1.1draft&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;NS_VIZ&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.gexf.net/1.1draft/viz&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;NS_XSI&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.w3.org/2001/XMLSchema-instance&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;SCHEMALOCATION&quot;</span><span class="p">:</span> <span class="s2">&quot; &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
-            <span class="p">[</span><span class="s2">&quot;http://www.gexf.net/1.1draft&quot;</span><span class="p">,</span> <span class="s2">&quot;http://www.gexf.net/1.1draft/gexf.xsd&quot;</span><span class="p">]</span>
-        <span class="p">),</span>
-        <span class="s2">&quot;VERSION&quot;</span><span class="p">:</span> <span class="s2">&quot;1.1&quot;</span><span class="p">,</span>
-    <span class="p">}</span>
-    <span class="n">versions</span><span class="p">[</span><span class="s2">&quot;1.1draft&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">d</span>
-    <span class="n">d</span> <span class="o">=</span> <span class="p">{</span>
-        <span class="s2">&quot;NS_GEXF&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.gexf.net/1.2draft&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;NS_VIZ&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.gexf.net/1.2draft/viz&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;NS_XSI&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.w3.org/2001/XMLSchema-instance&quot;</span><span class="p">,</span>
-        <span class="s2">&quot;SCHEMALOCATION&quot;</span><span class="p">:</span> <span class="s2">&quot; &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
-            <span class="p">[</span><span class="s2">&quot;http://www.gexf.net/1.2draft&quot;</span><span class="p">,</span> <span class="s2">&quot;http://www.gexf.net/1.2draft/gexf.xsd&quot;</span><span class="p">]</span>
-        <span class="p">),</span>
-        <span class="s2">&quot;VERSION&quot;</span><span class="p">:</span> <span class="s2">&quot;1.2&quot;</span><span class="p">,</span>
+    <span class="n">versions</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s2">&quot;1.1draft&quot;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s2">&quot;NS_GEXF&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.gexf.net/1.1draft&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;NS_VIZ&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.gexf.net/1.1draft/viz&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;NS_XSI&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.w3.org/2001/XMLSchema-instance&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;SCHEMALOCATION&quot;</span><span class="p">:</span> <span class="s2">&quot; &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+                <span class="p">[</span>
+                    <span class="s2">&quot;http://www.gexf.net/1.1draft&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;http://www.gexf.net/1.1draft/gexf.xsd&quot;</span><span class="p">,</span>
+                <span class="p">]</span>
+            <span class="p">),</span>
+            <span class="s2">&quot;VERSION&quot;</span><span class="p">:</span> <span class="s2">&quot;1.1&quot;</span><span class="p">,</span>
+        <span class="p">},</span>
+        <span class="s2">&quot;1.2draft&quot;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s2">&quot;NS_GEXF&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.gexf.net/1.2draft&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;NS_VIZ&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.gexf.net/1.2draft/viz&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;NS_XSI&quot;</span><span class="p">:</span> <span class="s2">&quot;http://www.w3.org/2001/XMLSchema-instance&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;SCHEMALOCATION&quot;</span><span class="p">:</span> <span class="s2">&quot; &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+                <span class="p">[</span>
+                    <span class="s2">&quot;http://www.gexf.net/1.2draft&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;http://www.gexf.net/1.2draft/gexf.xsd&quot;</span><span class="p">,</span>
+                <span class="p">]</span>
+            <span class="p">),</span>
+            <span class="s2">&quot;VERSION&quot;</span><span class="p">:</span> <span class="s2">&quot;1.2&quot;</span><span class="p">,</span>
+        <span class="p">},</span>
     <span class="p">}</span>
-    <span class="n">versions</span><span class="p">[</span><span class="s2">&quot;1.2draft&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">d</span>
 
     <span class="k">def</span> <span class="nf">construct_types</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
         <span class="n">types</span> <span class="o">=</span> <span class="p">[</span>
@@ -1535,11 +1552,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/gml.html b/_modules/networkx/readwrite/gml.html
index 673c9714..83ea7c3a 100644
--- a/_modules/networkx/readwrite/gml.html
+++ b/_modules/networkx/readwrite/gml.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.gml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.gml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/gml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/gml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -828,9 +840,9 @@
                         <span class="k">pass</span>
                 <span class="c1"># Special handling for empty lists and tuples</span>
                 <span class="k">if</span> <span class="n">value</span> <span class="o">==</span> <span class="s2">&quot;()&quot;</span><span class="p">:</span>
-                    <span class="n">value</span> <span class="o">=</span> <span class="nb">tuple</span><span class="p">()</span>
+                    <span class="n">value</span> <span class="o">=</span> <span class="p">()</span>
                 <span class="k">if</span> <span class="n">value</span> <span class="o">==</span> <span class="s2">&quot;[]&quot;</span><span class="p">:</span>
-                    <span class="n">value</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
+                    <span class="n">value</span> <span class="o">=</span> <span class="p">[]</span>
                 <span class="n">curr_token</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">tokens</span><span class="p">)</span>
             <span class="k">elif</span> <span class="n">category</span> <span class="o">==</span> <span class="n">Pattern</span><span class="o">.</span><span class="n">DICT_START</span><span class="p">:</span>
                 <span class="n">curr_token</span><span class="p">,</span> <span class="n">value</span> <span class="o">=</span> <span class="n">parse_dict</span><span class="p">(</span><span class="n">curr_token</span><span class="p">)</span>
@@ -849,7 +861,7 @@
                     <span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span>
                         <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
                             <span class="s2">&quot;an int, float, string, &#39;[&#39; or string&quot;</span>
-                            <span class="o">+</span> <span class="s2">&quot; convertable ASCII value for node id or label&quot;</span>
+                            <span class="o">+</span> <span class="s2">&quot; convertible ASCII value for node id or label&quot;</span>
                         <span class="p">)</span>
                         <span class="n">unexpected</span><span class="p">(</span><span class="n">curr_token</span><span class="p">,</span> <span class="n">msg</span><span class="p">)</span>
                 <span class="c1"># Special handling for nan and infinity.  Since the gml language</span>
@@ -1333,11 +1345,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/graph6.html b/_modules/networkx/readwrite/graph6.html
index 8c22affc..c7dd9c0f 100644
--- a/_modules/networkx/readwrite/graph6.html
+++ b/_modules/networkx/readwrite/graph6.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.graph6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.graph6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/graph6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/graph6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -889,11 +901,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/graphml.html b/_modules/networkx/readwrite/graphml.html
index 2d4de0ce..9b50de2d 100644
--- a/_modules/networkx/readwrite/graphml.html
+++ b/_modules/networkx/readwrite/graphml.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.graphml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.graphml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/graphml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/graphml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -470,7 +482,7 @@
 <span class="sd">.. warning::</span>
 
 <span class="sd">    This parser uses the standard xml library present in Python, which is</span>
-<span class="sd">    insecure - see :doc:`library/xml` for additional information.</span>
+<span class="sd">    insecure - see :external+python:mod:`xml` for additional information.</span>
 <span class="sd">    Only parse GraphML files you trust.</span>
 
 <span class="sd">This implementation does not support mixed graphs (directed and unidirected</span>
@@ -1106,8 +1118,8 @@
         <span class="c1"># data that needs to be added to them.</span>
         <span class="c1"># We postpone processing in order to do type inference/generalization.</span>
         <span class="c1"># See self.attr_type</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">xml_obj</span><span class="p">,</span> <span class="n">data</span><span class="p">)</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">attributes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
-            <span class="k">for</span> <span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">default</span><span class="p">)</span> <span class="ow">in</span> <span class="n">data</span><span class="p">:</span>
+        <span class="k">for</span> <span class="n">xml_obj</span><span class="p">,</span> <span class="n">data</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">attributes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">default</span> <span class="ow">in</span> <span class="n">data</span><span class="p">:</span>
                 <span class="n">xml_obj</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
                     <span class="bp">self</span><span class="o">.</span><span class="n">add_data</span><span class="p">(</span>
                         <span class="nb">str</span><span class="p">(</span><span class="n">k</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">attr_type</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">scope</span><span class="p">,</span> <span class="n">v</span><span class="p">),</span> <span class="nb">str</span><span class="p">(</span><span class="n">v</span><span class="p">),</span> <span class="n">scope</span><span class="p">,</span> <span class="n">default</span>
@@ -1525,11 +1537,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/json_graph/adjacency.html b/_modules/networkx/readwrite/json_graph/adjacency.html
index 2a77623f..3b47a770 100644
--- a/_modules/networkx/readwrite/json_graph/adjacency.html
+++ b/_modules/networkx/readwrite/json_graph/adjacency.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.json_graph.adjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.json_graph.adjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/json_graph/adjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/json_graph/adjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -467,7 +479,7 @@
 
 <span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;adjacency_data&quot;</span><span class="p">,</span> <span class="s2">&quot;adjacency_graph&quot;</span><span class="p">]</span>
 
-<span class="n">_attrs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">id</span><span class="o">=</span><span class="s2">&quot;id&quot;</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s2">&quot;key&quot;</span><span class="p">)</span>
+<span class="n">_attrs</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;id&quot;</span><span class="p">:</span> <span class="s2">&quot;id&quot;</span><span class="p">,</span> <span class="s2">&quot;key&quot;</span><span class="p">:</span> <span class="s2">&quot;key&quot;</span><span class="p">}</span>
 
 
 <div class="viewcode-block" id="adjacency_data"><a class="viewcode-back" href="../../../../reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_data.html#networkx.readwrite.json_graph.adjacency_data">[docs]</a><span class="k">def</span> <span class="nf">adjacency_data</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">attrs</span><span class="o">=</span><span class="n">_attrs</span><span class="p">):</span>
@@ -632,11 +644,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/json_graph/cytoscape.html b/_modules/networkx/readwrite/json_graph/cytoscape.html
index aa278968..bd29fa16 100644
--- a/_modules/networkx/readwrite/json_graph/cytoscape.html
+++ b/_modules/networkx/readwrite/json_graph/cytoscape.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.json_graph.cytoscape &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.json_graph.cytoscape &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/json_graph/cytoscape';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/json_graph/cytoscape.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -648,11 +660,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/json_graph/node_link.html b/_modules/networkx/readwrite/json_graph/node_link.html
index 681057c3..efa19db0 100644
--- a/_modules/networkx/readwrite/json_graph/node_link.html
+++ b/_modules/networkx/readwrite/json_graph/node_link.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.json_graph.node_link &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.json_graph.node_link &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/json_graph/node_link';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/json_graph/node_link.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -468,7 +480,13 @@
 <span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;node_link_data&quot;</span><span class="p">,</span> <span class="s2">&quot;node_link_graph&quot;</span><span class="p">]</span>
 
 
-<span class="n">_attrs</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">source</span><span class="o">=</span><span class="s2">&quot;source&quot;</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="s2">&quot;target&quot;</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s2">&quot;id&quot;</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="s2">&quot;key&quot;</span><span class="p">,</span> <span class="n">link</span><span class="o">=</span><span class="s2">&quot;links&quot;</span><span class="p">)</span>
+<span class="n">_attrs</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">&quot;source&quot;</span><span class="p">:</span> <span class="s2">&quot;source&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;target&quot;</span><span class="p">:</span> <span class="s2">&quot;target&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="s2">&quot;id&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;key&quot;</span><span class="p">:</span> <span class="s2">&quot;key&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;link&quot;</span><span class="p">:</span> <span class="s2">&quot;links&quot;</span><span class="p">,</span>
+<span class="p">}</span>
 
 
 <span class="k">def</span> <span class="nf">_to_tuple</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
@@ -808,11 +826,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/json_graph/tree.html b/_modules/networkx/readwrite/json_graph/tree.html
index 3f234250..2ca21248 100644
--- a/_modules/networkx/readwrite/json_graph/tree.html
+++ b/_modules/networkx/readwrite/json_graph/tree.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.json_graph.tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.json_graph.tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/json_graph/tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/json_graph/tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -613,11 +625,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/leda.html b/_modules/networkx/readwrite/leda.html
index 9bf80df0..7b19bd58 100644
--- a/_modules/networkx/readwrite/leda.html
+++ b/_modules/networkx/readwrite/leda.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.leda &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.leda &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/leda';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/leda.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -534,7 +546,7 @@
         <span class="p">[</span>
             <span class="n">line</span><span class="o">.</span><span class="n">rstrip</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span>
             <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">lines</span>
-            <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">line</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;#&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">line</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">line</span> <span class="o">==</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">line</span><span class="o">.</span><span class="n">startswith</span><span class="p">((</span><span class="s2">&quot;#&quot;</span><span class="p">,</span> <span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">))</span> <span class="ow">or</span> <span class="n">line</span> <span class="o">==</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
         <span class="p">]</span>
     <span class="p">)</span>
     <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">3</span><span class="p">):</span>
@@ -581,11 +593,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/multiline_adjlist.html b/_modules/networkx/readwrite/multiline_adjlist.html
index 10e68a3c..281f2204 100644
--- a/_modules/networkx/readwrite/multiline_adjlist.html
+++ b/_modules/networkx/readwrite/multiline_adjlist.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.multiline_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.multiline_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/multiline_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/multiline_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -866,11 +878,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/pajek.html b/_modules/networkx/readwrite/pajek.html
index 81b03f30..32fbd630 100644
--- a/_modules/networkx/readwrite/pajek.html
+++ b/_modules/networkx/readwrite/pajek.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.pajek &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.pajek &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/pajek';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/pajek.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -759,11 +771,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/sparse6.html b/_modules/networkx/readwrite/sparse6.html
index 586dd651..7a321b86 100644
--- a/_modules/networkx/readwrite/sparse6.html
+++ b/_modules/networkx/readwrite/sparse6.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.readwrite.sparse6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.readwrite.sparse6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/readwrite/sparse6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/readwrite/sparse6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -525,7 +537,7 @@
     <span class="n">edges</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">((</span><span class="nb">max</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">),</span> <span class="nb">min</span><span class="p">(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">))</span> <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">())</span>
     <span class="n">bits</span> <span class="o">=</span> <span class="p">[]</span>
     <span class="n">curv</span> <span class="o">=</span> <span class="mi">0</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">u</span><span class="p">)</span> <span class="ow">in</span> <span class="n">edges</span><span class="p">:</span>
+    <span class="k">for</span> <span class="n">v</span><span class="p">,</span> <span class="n">u</span> <span class="ow">in</span> <span class="n">edges</span><span class="p">:</span>
         <span class="k">if</span> <span class="n">v</span> <span class="o">==</span> <span class="n">curv</span><span class="p">:</span>  <span class="c1"># current vertex edge</span>
             <span class="n">bits</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
             <span class="n">bits</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">enc</span><span class="p">(</span><span class="n">u</span><span class="p">))</span>
@@ -849,11 +861,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/readwrite/text.html b/_modules/networkx/readwrite/text.html
new file mode 100644
index 00000000..f64b2f9d
--- /dev/null
+++ b/_modules/networkx/readwrite/text.html
@@ -0,0 +1,1116 @@
+
+<!DOCTYPE html>
+
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>networkx.readwrite.text &#8212; NetworkX 3.1rc1.dev0 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../../_static/styles/theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+<link href="../../../_static/styles/bootstrap.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+<link href="../../../_static/styles/pydata-sphinx-theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+
+  
+  <link href="../../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2">
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2">
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2">
+
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery-binder.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery-dataframe.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery-rendered-html.css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94">
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+              
+  <h1>Source code for networkx.readwrite.text</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">Text-based visual representations of graphs</span>
+<span class="sd">&quot;&quot;&quot;</span>
+<span class="kn">import</span> <span class="nn">sys</span>
+<span class="kn">import</span> <span class="nn">warnings</span>
+<span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">defaultdict</span>
+
+<span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
+<span class="kn">from</span> <span class="nn">networkx.utils</span> <span class="kn">import</span> <span class="n">open_file</span>
+
+<span class="n">__all__</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;forest_str&quot;</span><span class="p">,</span> <span class="s2">&quot;generate_network_text&quot;</span><span class="p">,</span> <span class="s2">&quot;write_network_text&quot;</span><span class="p">]</span>
+
+
+<span class="k">class</span> <span class="nc">_AsciiBaseGlyphs</span><span class="p">:</span>
+    <span class="n">empty</span> <span class="o">=</span> <span class="s2">&quot;+&quot;</span>
+    <span class="n">newtree_last</span> <span class="o">=</span> <span class="s2">&quot;+-- &quot;</span>
+    <span class="n">newtree_mid</span> <span class="o">=</span> <span class="s2">&quot;+-- &quot;</span>
+    <span class="n">endof_forest</span> <span class="o">=</span> <span class="s2">&quot;    &quot;</span>
+    <span class="n">within_forest</span> <span class="o">=</span> <span class="s2">&quot;:   &quot;</span>
+    <span class="n">within_tree</span> <span class="o">=</span> <span class="s2">&quot;|   &quot;</span>
+
+
+<span class="k">class</span> <span class="nc">AsciiDirectedGlyphs</span><span class="p">(</span><span class="n">_AsciiBaseGlyphs</span><span class="p">):</span>
+    <span class="n">last</span> <span class="o">=</span> <span class="s2">&quot;L-&gt; &quot;</span>
+    <span class="n">mid</span> <span class="o">=</span> <span class="s2">&quot;|-&gt; &quot;</span>
+    <span class="n">backedge</span> <span class="o">=</span> <span class="s2">&quot;&lt;-&quot;</span>
+
+
+<span class="k">class</span> <span class="nc">AsciiUndirectedGlyphs</span><span class="p">(</span><span class="n">_AsciiBaseGlyphs</span><span class="p">):</span>
+    <span class="n">last</span> <span class="o">=</span> <span class="s2">&quot;L-- &quot;</span>
+    <span class="n">mid</span> <span class="o">=</span> <span class="s2">&quot;|-- &quot;</span>
+    <span class="n">backedge</span> <span class="o">=</span> <span class="s2">&quot;-&quot;</span>
+
+
+<span class="k">class</span> <span class="nc">_UtfBaseGlyphs</span><span class="p">:</span>
+    <span class="c1"># Notes on available box and arrow characters</span>
+    <span class="c1"># https://en.wikipedia.org/wiki/Box-drawing_character</span>
+    <span class="c1"># https://stackoverflow.com/questions/2701192/triangle-arrow</span>
+    <span class="n">empty</span> <span class="o">=</span> <span class="s2">&quot;╙&quot;</span>
+    <span class="n">newtree_last</span> <span class="o">=</span> <span class="s2">&quot;╙── &quot;</span>
+    <span class="n">newtree_mid</span> <span class="o">=</span> <span class="s2">&quot;╟── &quot;</span>
+    <span class="n">endof_forest</span> <span class="o">=</span> <span class="s2">&quot;    &quot;</span>
+    <span class="n">within_forest</span> <span class="o">=</span> <span class="s2">&quot;╎   &quot;</span>
+    <span class="n">within_tree</span> <span class="o">=</span> <span class="s2">&quot;│   &quot;</span>
+
+
+<span class="k">class</span> <span class="nc">UtfDirectedGlyphs</span><span class="p">(</span><span class="n">_UtfBaseGlyphs</span><span class="p">):</span>
+    <span class="n">last</span> <span class="o">=</span> <span class="s2">&quot;└─╼ &quot;</span>
+    <span class="n">mid</span> <span class="o">=</span> <span class="s2">&quot;├─╼ &quot;</span>
+    <span class="n">backedge</span> <span class="o">=</span> <span class="s2">&quot;╾&quot;</span>
+
+
+<span class="k">class</span> <span class="nc">UtfUndirectedGlyphs</span><span class="p">(</span><span class="n">_UtfBaseGlyphs</span><span class="p">):</span>
+    <span class="n">last</span> <span class="o">=</span> <span class="s2">&quot;└── &quot;</span>
+    <span class="n">mid</span> <span class="o">=</span> <span class="s2">&quot;├── &quot;</span>
+    <span class="n">backedge</span> <span class="o">=</span> <span class="s2">&quot;─&quot;</span>
+
+
+<div class="viewcode-block" id="generate_network_text"><a class="viewcode-back" href="../../../reference/readwrite/generated/networkx.readwrite.text.generate_network_text.html#networkx.readwrite.text.generate_network_text">[docs]</a><span class="k">def</span> <span class="nf">generate_network_text</span><span class="p">(</span>
+    <span class="n">graph</span><span class="p">,</span> <span class="n">with_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">sources</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">max_depth</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">ascii_only</span><span class="o">=</span><span class="kc">False</span>
+<span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Generate lines in the &quot;network text&quot; format</span>
+
+<span class="sd">    This works via a depth-first traversal of the graph and writing a line for</span>
+<span class="sd">    each unique node encountered. Non-tree edges are written to the right of</span>
+<span class="sd">    each node, and connection to a non-tree edge is indicated with an ellipsis.</span>
+<span class="sd">    This representation works best when the input graph is a forest, but any</span>
+<span class="sd">    graph can be represented.</span>
+
+<span class="sd">    This notation is original to networkx, although it is simple enough that it</span>
+<span class="sd">    may be known in existing literature. See #5602 for details. The procedure</span>
+<span class="sd">    is summarized as follows:</span>
+
+<span class="sd">    1. Given a set of source nodes (which can be specified, or automatically</span>
+<span class="sd">    discovered via finding the (strongly) connected components and choosing one</span>
+<span class="sd">    node with minimum degree from each), we traverse the graph in depth first</span>
+<span class="sd">    order.</span>
+
+<span class="sd">    2. Each reachable node will be printed exactly once on it&#39;s own line.</span>
+
+<span class="sd">    3. Edges are indicated in one of three ways:</span>
+
+<span class="sd">        a. a parent &quot;L-style&quot; connection on the upper left. This corresponds to</span>
+<span class="sd">        a traversal in the directed DFS tree.</span>
+
+<span class="sd">        b. a backref &quot;&lt;-style&quot; connection shown directly on the right. For</span>
+<span class="sd">        directed graphs, these are drawn for any incoming edges to a node that</span>
+<span class="sd">        is not a parent edge. For undirected graphs, these are drawn for only</span>
+<span class="sd">        the non-parent edges that have already been represented (The edges that</span>
+<span class="sd">        have not been represented will be handled in the recursive case).</span>
+
+<span class="sd">        c. a child &quot;L-style&quot; connection on the lower right. Drawing of the</span>
+<span class="sd">        children are handled recursively.</span>
+
+<span class="sd">    4. The children of each node (wrt the directed DFS tree) are drawn</span>
+<span class="sd">    underneath and to the right of it. In the case that a child node has already</span>
+<span class="sd">    been drawn the connection is replaced with an ellipsis (&quot;...&quot;) to indicate</span>
+<span class="sd">    that there is one or more connections represented elsewhere.</span>
+
+<span class="sd">    5. If a maximum depth is specified, an edge to nodes past this maximum</span>
+<span class="sd">    depth will be represented by an ellipsis.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    graph : nx.DiGraph | nx.Graph</span>
+<span class="sd">        Graph to represent</span>
+
+<span class="sd">    with_labels : bool | str</span>
+<span class="sd">        If True will use the &quot;label&quot; attribute of a node to display if it</span>
+<span class="sd">        exists otherwise it will use the node value itself. If given as a</span>
+<span class="sd">        string, then that attribte name will be used instead of &quot;label&quot;.</span>
+<span class="sd">        Defaults to True.</span>
+
+<span class="sd">    sources : List</span>
+<span class="sd">        Specifies which nodes to start traversal from. Note: nodes that are not</span>
+<span class="sd">        reachable from one of these sources may not be shown. If unspecified,</span>
+<span class="sd">        the minimal set of nodes needed to reach all others will be used.</span>
+
+<span class="sd">    max_depth : int | None</span>
+<span class="sd">        The maximum depth to traverse before stopping. Defaults to None.</span>
+
+<span class="sd">    ascii_only : Boolean</span>
+<span class="sd">        If True only ASCII characters are used to construct the visualization</span>
+
+<span class="sd">    Yields</span>
+<span class="sd">    ------</span>
+<span class="sd">    str : a line of generated text</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">is_directed</span> <span class="o">=</span> <span class="n">graph</span><span class="o">.</span><span class="n">is_directed</span><span class="p">()</span>
+
+    <span class="k">if</span> <span class="n">is_directed</span><span class="p">:</span>
+        <span class="n">glyphs</span> <span class="o">=</span> <span class="n">AsciiDirectedGlyphs</span> <span class="k">if</span> <span class="n">ascii_only</span> <span class="k">else</span> <span class="n">UtfDirectedGlyphs</span>
+        <span class="n">succ</span> <span class="o">=</span> <span class="n">graph</span><span class="o">.</span><span class="n">succ</span>
+        <span class="n">pred</span> <span class="o">=</span> <span class="n">graph</span><span class="o">.</span><span class="n">pred</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">glyphs</span> <span class="o">=</span> <span class="n">AsciiUndirectedGlyphs</span> <span class="k">if</span> <span class="n">ascii_only</span> <span class="k">else</span> <span class="n">UtfUndirectedGlyphs</span>
+        <span class="n">succ</span> <span class="o">=</span> <span class="n">graph</span><span class="o">.</span><span class="n">adj</span>
+        <span class="n">pred</span> <span class="o">=</span> <span class="n">graph</span><span class="o">.</span><span class="n">adj</span>
+
+    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">with_labels</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+        <span class="n">label_attr</span> <span class="o">=</span> <span class="n">with_labels</span>
+    <span class="k">elif</span> <span class="n">with_labels</span><span class="p">:</span>
+        <span class="n">label_attr</span> <span class="o">=</span> <span class="s2">&quot;label&quot;</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">label_attr</span> <span class="o">=</span> <span class="kc">None</span>
+
+    <span class="k">if</span> <span class="n">max_depth</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">yield</span> <span class="n">glyphs</span><span class="o">.</span><span class="n">empty</span> <span class="o">+</span> <span class="s2">&quot; ...&quot;</span>
+    <span class="k">elif</span> <span class="nb">len</span><span class="p">(</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">yield</span> <span class="n">glyphs</span><span class="o">.</span><span class="n">empty</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="c1"># If the nodes to traverse are unspecified, find the minimal set of</span>
+        <span class="c1"># nodes that will reach the entire graph</span>
+        <span class="k">if</span> <span class="n">sources</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">sources</span> <span class="o">=</span> <span class="n">_find_sources</span><span class="p">(</span><span class="n">graph</span><span class="p">)</span>
+
+        <span class="c1"># Populate the stack with each:</span>
+        <span class="c1"># 1. parent node in the DFS tree (or None for root nodes),</span>
+        <span class="c1"># 2. the current node in the DFS tree</span>
+        <span class="c1"># 2. a list of indentations indicating depth</span>
+        <span class="c1"># 3. a flag indicating if the node is the final one to be written.</span>
+        <span class="c1"># Reverse the stack so sources are popped in the correct order.</span>
+        <span class="n">last_idx</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">sources</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span>
+        <span class="n">stack</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">node</span><span class="p">,</span> <span class="p">[],</span> <span class="p">(</span><span class="n">idx</span> <span class="o">==</span> <span class="n">last_idx</span><span class="p">))</span> <span class="k">for</span> <span class="n">idx</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">sources</span><span class="p">)</span>
+        <span class="p">][::</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
+
+        <span class="n">num_skipped_children</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="mi">0</span><span class="p">)</span>
+        <span class="n">seen_nodes</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
+        <span class="k">while</span> <span class="n">stack</span><span class="p">:</span>
+            <span class="n">parent</span><span class="p">,</span> <span class="n">node</span><span class="p">,</span> <span class="n">indents</span><span class="p">,</span> <span class="n">this_islast</span> <span class="o">=</span> <span class="n">stack</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
+
+            <span class="k">if</span> <span class="n">node</span> <span class="ow">is</span> <span class="ow">not</span> <span class="bp">Ellipsis</span><span class="p">:</span>
+                <span class="n">skip</span> <span class="o">=</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">seen_nodes</span>
+                <span class="k">if</span> <span class="n">skip</span><span class="p">:</span>
+                    <span class="c1"># Mark that we skipped a parent&#39;s child</span>
+                    <span class="n">num_skipped_children</span><span class="p">[</span><span class="n">parent</span><span class="p">]</span> <span class="o">+=</span> <span class="mi">1</span>
+
+                <span class="k">if</span> <span class="n">this_islast</span><span class="p">:</span>
+                    <span class="c1"># If we reached the last child of a parent, and we skipped</span>
+                    <span class="c1"># any of that parents children, then we should emit an</span>
+                    <span class="c1"># ellipsis at the end after this.</span>
+                    <span class="k">if</span> <span class="n">num_skipped_children</span><span class="p">[</span><span class="n">parent</span><span class="p">]</span> <span class="ow">and</span> <span class="n">parent</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+                        <span class="c1"># Append the ellipsis to be emitted last</span>
+                        <span class="n">next_islast</span> <span class="o">=</span> <span class="kc">True</span>
+                        <span class="n">try_frame</span> <span class="o">=</span> <span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="bp">Ellipsis</span><span class="p">,</span> <span class="n">indents</span><span class="p">,</span> <span class="n">next_islast</span><span class="p">)</span>
+                        <span class="n">stack</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">try_frame</span><span class="p">)</span>
+
+                        <span class="c1"># Redo this frame, but not as a last object</span>
+                        <span class="n">next_islast</span> <span class="o">=</span> <span class="kc">False</span>
+                        <span class="n">try_frame</span> <span class="o">=</span> <span class="p">(</span><span class="n">parent</span><span class="p">,</span> <span class="n">node</span><span class="p">,</span> <span class="n">indents</span><span class="p">,</span> <span class="n">next_islast</span><span class="p">)</span>
+                        <span class="n">stack</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">try_frame</span><span class="p">)</span>
+                        <span class="k">continue</span>
+
+                <span class="k">if</span> <span class="n">skip</span><span class="p">:</span>
+                    <span class="k">continue</span>
+                <span class="n">seen_nodes</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">indents</span><span class="p">:</span>
+                <span class="c1"># Top level items (i.e. trees in the forest) get different</span>
+                <span class="c1"># glyphs to indicate they are not actually connected</span>
+                <span class="k">if</span> <span class="n">this_islast</span><span class="p">:</span>
+                    <span class="n">this_prefix</span> <span class="o">=</span> <span class="n">indents</span> <span class="o">+</span> <span class="p">[</span><span class="n">glyphs</span><span class="o">.</span><span class="n">newtree_last</span><span class="p">]</span>
+                    <span class="n">next_prefix</span> <span class="o">=</span> <span class="n">indents</span> <span class="o">+</span> <span class="p">[</span><span class="n">glyphs</span><span class="o">.</span><span class="n">endof_forest</span><span class="p">]</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">this_prefix</span> <span class="o">=</span> <span class="n">indents</span> <span class="o">+</span> <span class="p">[</span><span class="n">glyphs</span><span class="o">.</span><span class="n">newtree_mid</span><span class="p">]</span>
+                    <span class="n">next_prefix</span> <span class="o">=</span> <span class="n">indents</span> <span class="o">+</span> <span class="p">[</span><span class="n">glyphs</span><span class="o">.</span><span class="n">within_forest</span><span class="p">]</span>
+
+            <span class="k">else</span><span class="p">:</span>
+                <span class="c1"># For individual tree edges distinguish between directed and</span>
+                <span class="c1"># undirected cases</span>
+                <span class="k">if</span> <span class="n">this_islast</span><span class="p">:</span>
+                    <span class="n">this_prefix</span> <span class="o">=</span> <span class="n">indents</span> <span class="o">+</span> <span class="p">[</span><span class="n">glyphs</span><span class="o">.</span><span class="n">last</span><span class="p">]</span>
+                    <span class="n">next_prefix</span> <span class="o">=</span> <span class="n">indents</span> <span class="o">+</span> <span class="p">[</span><span class="n">glyphs</span><span class="o">.</span><span class="n">endof_forest</span><span class="p">]</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">this_prefix</span> <span class="o">=</span> <span class="n">indents</span> <span class="o">+</span> <span class="p">[</span><span class="n">glyphs</span><span class="o">.</span><span class="n">mid</span><span class="p">]</span>
+                    <span class="n">next_prefix</span> <span class="o">=</span> <span class="n">indents</span> <span class="o">+</span> <span class="p">[</span><span class="n">glyphs</span><span class="o">.</span><span class="n">within_tree</span><span class="p">]</span>
+
+            <span class="k">if</span> <span class="n">node</span> <span class="ow">is</span> <span class="bp">Ellipsis</span><span class="p">:</span>
+                <span class="n">label</span> <span class="o">=</span> <span class="s2">&quot; ...&quot;</span>
+                <span class="n">suffix</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
+                <span class="n">children</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">label_attr</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+                    <span class="n">label</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">node</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">label_attr</span><span class="p">,</span> <span class="n">node</span><span class="p">))</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">label</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
+
+                <span class="c1"># Determine:</span>
+                <span class="c1"># (1) children to traverse into after showing this node.</span>
+                <span class="c1"># (2) parents to immediately show to the right of this node.</span>
+                <span class="k">if</span> <span class="n">is_directed</span><span class="p">:</span>
+                    <span class="c1"># In the directed case we must show every successor node</span>
+                    <span class="c1"># note: it may be skipped later, but we don&#39;t have that</span>
+                    <span class="c1"># information here.</span>
+                    <span class="n">children</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">succ</span><span class="p">[</span><span class="n">node</span><span class="p">])</span>
+                    <span class="c1"># In the directed case we must show every predecessor</span>
+                    <span class="c1"># except for parent we directly traversed from.</span>
+                    <span class="n">handled_parents</span> <span class="o">=</span> <span class="p">{</span><span class="n">parent</span><span class="p">}</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="c1"># Showing only the unseen children results in a more</span>
+                    <span class="c1"># concise representation for the undirected case.</span>
+                    <span class="n">children</span> <span class="o">=</span> <span class="p">[</span>
+                        <span class="n">child</span> <span class="k">for</span> <span class="n">child</span> <span class="ow">in</span> <span class="n">succ</span><span class="p">[</span><span class="n">node</span><span class="p">]</span> <span class="k">if</span> <span class="n">child</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">seen_nodes</span>
+                    <span class="p">]</span>
+
+                    <span class="c1"># In the undirected case, parents are also children, so we</span>
+                    <span class="c1"># only need to immediately show the ones we can no longer</span>
+                    <span class="c1"># traverse</span>
+                    <span class="n">handled_parents</span> <span class="o">=</span> <span class="p">{</span><span class="o">*</span><span class="n">children</span><span class="p">,</span> <span class="n">parent</span><span class="p">}</span>
+
+                <span class="k">if</span> <span class="n">max_depth</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="nb">len</span><span class="p">(</span><span class="n">indents</span><span class="p">)</span> <span class="o">==</span> <span class="n">max_depth</span> <span class="o">-</span> <span class="mi">1</span><span class="p">:</span>
+                    <span class="c1"># Use ellipsis to indicate we have reached maximum depth</span>
+                    <span class="k">if</span> <span class="n">children</span><span class="p">:</span>
+                        <span class="n">children</span> <span class="o">=</span> <span class="p">[</span><span class="bp">Ellipsis</span><span class="p">]</span>
+                    <span class="n">handled_parents</span> <span class="o">=</span> <span class="p">{</span><span class="n">parent</span><span class="p">}</span>
+
+                <span class="c1"># The other parents are other predecessors of this node that</span>
+                <span class="c1"># are not handled elsewhere.</span>
+                <span class="n">other_parents</span> <span class="o">=</span> <span class="p">[</span><span class="n">p</span> <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">pred</span><span class="p">[</span><span class="n">node</span><span class="p">]</span> <span class="k">if</span> <span class="n">p</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">handled_parents</span><span class="p">]</span>
+                <span class="k">if</span> <span class="n">other_parents</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">label_attr</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+                        <span class="n">other_parents_labels</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+                            <span class="p">[</span>
+                                <span class="nb">str</span><span class="p">(</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">p</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">label_attr</span><span class="p">,</span> <span class="n">p</span><span class="p">))</span>
+                                <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">other_parents</span>
+                            <span class="p">]</span>
+                        <span class="p">)</span>
+                    <span class="k">else</span><span class="p">:</span>
+                        <span class="n">other_parents_labels</span> <span class="o">=</span> <span class="s2">&quot;, &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+                            <span class="p">[</span><span class="nb">str</span><span class="p">(</span><span class="n">p</span><span class="p">)</span> <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">other_parents</span><span class="p">]</span>
+                        <span class="p">)</span>
+                    <span class="n">suffix</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="n">glyphs</span><span class="o">.</span><span class="n">backedge</span><span class="p">,</span> <span class="n">other_parents_labels</span><span class="p">])</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">suffix</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
+
+            <span class="c1"># Emit the line for this node, this will be called for each node</span>
+            <span class="c1"># exactly once.</span>
+            <span class="k">yield</span> <span class="s2">&quot;&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">this_prefix</span> <span class="o">+</span> <span class="p">[</span><span class="n">label</span><span class="p">,</span> <span class="n">suffix</span><span class="p">])</span>
+
+            <span class="c1"># Push children on the stack in reverse order so they are popped in</span>
+            <span class="c1"># the original order.</span>
+            <span class="k">for</span> <span class="n">idx</span><span class="p">,</span> <span class="n">child</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">children</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">]):</span>
+                <span class="n">next_islast</span> <span class="o">=</span> <span class="n">idx</span> <span class="o">==</span> <span class="mi">0</span>
+                <span class="n">try_frame</span> <span class="o">=</span> <span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">child</span><span class="p">,</span> <span class="n">next_prefix</span><span class="p">,</span> <span class="n">next_islast</span><span class="p">)</span>
+                <span class="n">stack</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">try_frame</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="write_network_text"><a class="viewcode-back" href="../../../reference/readwrite/generated/networkx.readwrite.text.write_network_text.html#networkx.readwrite.text.write_network_text">[docs]</a><span class="nd">@open_file</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">)</span>
+<span class="k">def</span> <span class="nf">write_network_text</span><span class="p">(</span>
+    <span class="n">graph</span><span class="p">,</span>
+    <span class="n">path</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">with_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+    <span class="n">sources</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">max_depth</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">ascii_only</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+    <span class="n">end</span><span class="o">=</span><span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="p">,</span>
+<span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Creates a nice text representation of a graph</span>
+
+<span class="sd">    This works via a depth-first traversal of the graph and writing a line for</span>
+<span class="sd">    each unique node encountered. Non-tree edges are written to the right of</span>
+<span class="sd">    each node, and connection to a non-tree edge is indicated with an ellipsis.</span>
+<span class="sd">    This representation works best when the input graph is a forest, but any</span>
+<span class="sd">    graph can be represented.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    graph : nx.DiGraph | nx.Graph</span>
+<span class="sd">        Graph to represent</span>
+
+<span class="sd">    path : string or file or callable or None</span>
+<span class="sd">       Filename or file handle for data output.</span>
+<span class="sd">       if a function, then it will be called for each generated line.</span>
+<span class="sd">       if None, this will default to &quot;sys.stdout.write&quot;</span>
+
+<span class="sd">    with_labels : bool | str</span>
+<span class="sd">        If True will use the &quot;label&quot; attribute of a node to display if it</span>
+<span class="sd">        exists otherwise it will use the node value itself. If given as a</span>
+<span class="sd">        string, then that attribte name will be used instead of &quot;label&quot;.</span>
+<span class="sd">        Defaults to True.</span>
+
+<span class="sd">    sources : List</span>
+<span class="sd">        Specifies which nodes to start traversal from. Note: nodes that are not</span>
+<span class="sd">        reachable from one of these sources may not be shown. If unspecified,</span>
+<span class="sd">        the minimal set of nodes needed to reach all others will be used.</span>
+
+<span class="sd">    max_depth : int | None</span>
+<span class="sd">        The maximum depth to traverse before stopping. Defaults to None.</span>
+
+<span class="sd">    ascii_only : Boolean</span>
+<span class="sd">        If True only ASCII characters are used to construct the visualization</span>
+
+<span class="sd">    end : string</span>
+<span class="sd">        The line ending characater</span>
+
+<span class="sd">    Examples</span>
+<span class="sd">    --------</span>
+<span class="sd">    &gt;&gt;&gt; graph = nx.balanced_tree(r=2, h=2, create_using=nx.DiGraph)</span>
+<span class="sd">    &gt;&gt;&gt; nx.write_network_text(graph)</span>
+<span class="sd">    ╙── 0</span>
+<span class="sd">        ├─╼ 1</span>
+<span class="sd">        │   ├─╼ 3</span>
+<span class="sd">        │   └─╼ 4</span>
+<span class="sd">        └─╼ 2</span>
+<span class="sd">            ├─╼ 5</span>
+<span class="sd">            └─╼ 6</span>
+
+<span class="sd">    &gt;&gt;&gt; # A near tree with one non-tree edge</span>
+<span class="sd">    &gt;&gt;&gt; graph.add_edge(5, 1)</span>
+<span class="sd">    &gt;&gt;&gt; nx.write_network_text(graph)</span>
+<span class="sd">    ╙── 0</span>
+<span class="sd">        ├─╼ 1 ╾ 5</span>
+<span class="sd">        │   ├─╼ 3</span>
+<span class="sd">        │   └─╼ 4</span>
+<span class="sd">        └─╼ 2</span>
+<span class="sd">            ├─╼ 5</span>
+<span class="sd">            │   └─╼  ...</span>
+<span class="sd">            └─╼ 6</span>
+
+<span class="sd">    &gt;&gt;&gt; graph = nx.cycle_graph(5)</span>
+<span class="sd">    &gt;&gt;&gt; nx.write_network_text(graph)</span>
+<span class="sd">    ╙── 0</span>
+<span class="sd">        ├── 1</span>
+<span class="sd">        │   └── 2</span>
+<span class="sd">        │       └── 3</span>
+<span class="sd">        │           └── 4 ─ 0</span>
+<span class="sd">        └──  ...</span>
+
+<span class="sd">    &gt;&gt;&gt; graph = nx.generators.barbell_graph(4, 2)</span>
+<span class="sd">    &gt;&gt;&gt; nx.write_network_text(graph)</span>
+<span class="sd">    ╙── 4</span>
+<span class="sd">        ├── 5</span>
+<span class="sd">        │   └── 6</span>
+<span class="sd">        │       ├── 7</span>
+<span class="sd">        │       │   ├── 8 ─ 6</span>
+<span class="sd">        │       │   │   └── 9 ─ 6, 7</span>
+<span class="sd">        │       │   └──  ...</span>
+<span class="sd">        │       └──  ...</span>
+<span class="sd">        └── 3</span>
+<span class="sd">            ├── 0</span>
+<span class="sd">            │   ├── 1 ─ 3</span>
+<span class="sd">            │   │   └── 2 ─ 0, 3</span>
+<span class="sd">            │   └──  ...</span>
+<span class="sd">            └──  ...</span>
+
+<span class="sd">    &gt;&gt;&gt; graph = nx.complete_graph(5, create_using=nx.Graph)</span>
+<span class="sd">    &gt;&gt;&gt; nx.write_network_text(graph)</span>
+<span class="sd">    ╙── 0</span>
+<span class="sd">        ├── 1</span>
+<span class="sd">        │   ├── 2 ─ 0</span>
+<span class="sd">        │   │   ├── 3 ─ 0, 1</span>
+<span class="sd">        │   │   │   └── 4 ─ 0, 1, 2</span>
+<span class="sd">        │   │   └──  ...</span>
+<span class="sd">        │   └──  ...</span>
+<span class="sd">        └──  ...</span>
+
+<span class="sd">    &gt;&gt;&gt; graph = nx.complete_graph(3, create_using=nx.DiGraph)</span>
+<span class="sd">    &gt;&gt;&gt; nx.write_network_text(graph)</span>
+<span class="sd">    ╙── 0 ╾ 1, 2</span>
+<span class="sd">        ├─╼ 1 ╾ 2</span>
+<span class="sd">        │   ├─╼ 2 ╾ 0</span>
+<span class="sd">        │   │   └─╼  ...</span>
+<span class="sd">        │   └─╼  ...</span>
+<span class="sd">        └─╼  ...</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">path</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="c1"># The path is unspecified, write to stdout</span>
+        <span class="n">_write</span> <span class="o">=</span> <span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">write</span>
+    <span class="k">elif</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="s2">&quot;write&quot;</span><span class="p">):</span>
+        <span class="c1"># The path is already an open file</span>
+        <span class="n">_write</span> <span class="o">=</span> <span class="n">path</span><span class="o">.</span><span class="n">write</span>
+    <span class="k">elif</span> <span class="n">callable</span><span class="p">(</span><span class="n">path</span><span class="p">):</span>
+        <span class="c1"># The path is a custom callable</span>
+        <span class="n">_write</span> <span class="o">=</span> <span class="n">path</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">path</span><span class="p">))</span>
+
+    <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">generate_network_text</span><span class="p">(</span>
+        <span class="n">graph</span><span class="p">,</span>
+        <span class="n">with_labels</span><span class="o">=</span><span class="n">with_labels</span><span class="p">,</span>
+        <span class="n">sources</span><span class="o">=</span><span class="n">sources</span><span class="p">,</span>
+        <span class="n">max_depth</span><span class="o">=</span><span class="n">max_depth</span><span class="p">,</span>
+        <span class="n">ascii_only</span><span class="o">=</span><span class="n">ascii_only</span><span class="p">,</span>
+    <span class="p">):</span>
+        <span class="n">_write</span><span class="p">(</span><span class="n">line</span> <span class="o">+</span> <span class="n">end</span><span class="p">)</span></div>
+
+
+<span class="k">def</span> <span class="nf">_find_sources</span><span class="p">(</span><span class="n">graph</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Determine a minimal set of nodes such that the entire graph is reachable</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># For each connected part of the graph, choose at least</span>
+    <span class="c1"># one node as a starting point, preferably without a parent</span>
+    <span class="k">if</span> <span class="n">graph</span><span class="o">.</span><span class="n">is_directed</span><span class="p">():</span>
+        <span class="c1"># Choose one node from each SCC with minimum in_degree</span>
+        <span class="n">sccs</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">strongly_connected_components</span><span class="p">(</span><span class="n">graph</span><span class="p">))</span>
+        <span class="c1"># condensing the SCCs forms a dag, the nodes in this graph with</span>
+        <span class="c1"># 0 in-degree correspond to the SCCs from which the minimum set</span>
+        <span class="c1"># of nodes from which all other nodes can be reached.</span>
+        <span class="n">scc_graph</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">condensation</span><span class="p">(</span><span class="n">graph</span><span class="p">,</span> <span class="n">sccs</span><span class="p">)</span>
+        <span class="n">supernode_to_nodes</span> <span class="o">=</span> <span class="p">{</span><span class="n">sn</span><span class="p">:</span> <span class="p">[]</span> <span class="k">for</span> <span class="n">sn</span> <span class="ow">in</span> <span class="n">scc_graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">()}</span>
+        <span class="c1"># Note: the order of mapping differs between pypy and cpython</span>
+        <span class="c1"># so we have to loop over graph nodes for consistency</span>
+        <span class="n">mapping</span> <span class="o">=</span> <span class="n">scc_graph</span><span class="o">.</span><span class="n">graph</span><span class="p">[</span><span class="s2">&quot;mapping&quot;</span><span class="p">]</span>
+        <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">:</span>
+            <span class="n">sn</span> <span class="o">=</span> <span class="n">mapping</span><span class="p">[</span><span class="n">n</span><span class="p">]</span>
+            <span class="n">supernode_to_nodes</span><span class="p">[</span><span class="n">sn</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">n</span><span class="p">)</span>
+        <span class="n">sources</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">for</span> <span class="n">sn</span> <span class="ow">in</span> <span class="n">scc_graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">():</span>
+            <span class="k">if</span> <span class="n">scc_graph</span><span class="o">.</span><span class="n">in_degree</span><span class="p">[</span><span class="n">sn</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="n">scc</span> <span class="o">=</span> <span class="n">supernode_to_nodes</span><span class="p">[</span><span class="n">sn</span><span class="p">]</span>
+                <span class="n">node</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">scc</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">n</span><span class="p">:</span> <span class="n">graph</span><span class="o">.</span><span class="n">in_degree</span><span class="p">[</span><span class="n">n</span><span class="p">])</span>
+                <span class="n">sources</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="c1"># For undirected graph, the entire graph will be reachable as</span>
+        <span class="c1"># long as we consider one node from every connected component</span>
+        <span class="n">sources</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="nb">min</span><span class="p">(</span><span class="n">cc</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">n</span><span class="p">:</span> <span class="n">graph</span><span class="o">.</span><span class="n">degree</span><span class="p">[</span><span class="n">n</span><span class="p">])</span>
+            <span class="k">for</span> <span class="n">cc</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">connected_components</span><span class="p">(</span><span class="n">graph</span><span class="p">)</span>
+        <span class="p">]</span>
+        <span class="n">sources</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">sources</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">n</span><span class="p">:</span> <span class="n">graph</span><span class="o">.</span><span class="n">degree</span><span class="p">[</span><span class="n">n</span><span class="p">])</span>
+    <span class="k">return</span> <span class="n">sources</span>
+
+
+<span class="k">def</span> <span class="nf">forest_str</span><span class="p">(</span><span class="n">graph</span><span class="p">,</span> <span class="n">with_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">sources</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">write</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">ascii_only</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Creates a nice utf8 representation of a forest</span>
+
+<span class="sd">    This function has been superseded by</span>
+<span class="sd">    :func:`nx.readwrite.text.generate_network_text`, which should be used</span>
+<span class="sd">    instead.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    graph : nx.DiGraph | nx.Graph</span>
+<span class="sd">        Graph to represent (must be a tree, forest, or the empty graph)</span>
+
+<span class="sd">    with_labels : bool</span>
+<span class="sd">        If True will use the &quot;label&quot; attribute of a node to display if it</span>
+<span class="sd">        exists otherwise it will use the node value itself. Defaults to True.</span>
+
+<span class="sd">    sources : List</span>
+<span class="sd">        Mainly relevant for undirected forests, specifies which nodes to list</span>
+<span class="sd">        first. If unspecified the root nodes of each tree will be used for</span>
+<span class="sd">        directed forests; for undirected forests this defaults to the nodes</span>
+<span class="sd">        with the smallest degree.</span>
+
+<span class="sd">    write : callable</span>
+<span class="sd">        Function to use to write to, if None new lines are appended to</span>
+<span class="sd">        a list and returned. If set to the `print` function, lines will</span>
+<span class="sd">        be written to stdout as they are generated. If specified,</span>
+<span class="sd">        this function will return None. Defaults to None.</span>
+
+<span class="sd">    ascii_only : Boolean</span>
+<span class="sd">        If True only ASCII characters are used to construct the visualization</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    str | None :</span>
+<span class="sd">        utf8 representation of the tree / forest</span>
+
+<span class="sd">    Examples</span>
+<span class="sd">    --------</span>
+<span class="sd">    &gt;&gt;&gt; graph = nx.balanced_tree(r=2, h=3, create_using=nx.DiGraph)</span>
+<span class="sd">    &gt;&gt;&gt; print(nx.forest_str(graph))</span>
+<span class="sd">    ╙── 0</span>
+<span class="sd">        ├─╼ 1</span>
+<span class="sd">        │   ├─╼ 3</span>
+<span class="sd">        │   │   ├─╼ 7</span>
+<span class="sd">        │   │   └─╼ 8</span>
+<span class="sd">        │   └─╼ 4</span>
+<span class="sd">        │       ├─╼ 9</span>
+<span class="sd">        │       └─╼ 10</span>
+<span class="sd">        └─╼ 2</span>
+<span class="sd">            ├─╼ 5</span>
+<span class="sd">            │   ├─╼ 11</span>
+<span class="sd">            │   └─╼ 12</span>
+<span class="sd">            └─╼ 6</span>
+<span class="sd">                ├─╼ 13</span>
+<span class="sd">                └─╼ 14</span>
+
+
+<span class="sd">    &gt;&gt;&gt; graph = nx.balanced_tree(r=1, h=2, create_using=nx.Graph)</span>
+<span class="sd">    &gt;&gt;&gt; print(nx.forest_str(graph))</span>
+<span class="sd">    ╙── 0</span>
+<span class="sd">        └── 1</span>
+<span class="sd">            └── 2</span>
+
+<span class="sd">    &gt;&gt;&gt; print(nx.forest_str(graph, ascii_only=True))</span>
+<span class="sd">    +-- 0</span>
+<span class="sd">        L-- 1</span>
+<span class="sd">            L-- 2</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">msg</span> <span class="o">=</span> <span class="p">(</span>
+        <span class="s2">&quot;</span><span class="se">\n</span><span class="s2">forest_str is deprecated as of version 3.1 and will be removed &quot;</span>
+        <span class="s2">&quot;in version 3.3. Use generate_network_text or write_network_text &quot;</span>
+        <span class="s2">&quot;instead.</span><span class="se">\n</span><span class="s2">&quot;</span>
+    <span class="p">)</span>
+    <span class="n">warnings</span><span class="o">.</span><span class="n">warn</span><span class="p">(</span><span class="n">msg</span><span class="p">,</span> <span class="ne">DeprecationWarning</span><span class="p">)</span>
+
+    <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">nx</span><span class="o">.</span><span class="n">is_forest</span><span class="p">(</span><span class="n">graph</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="n">nx</span><span class="o">.</span><span class="n">NetworkXNotImplemented</span><span class="p">(</span><span class="s2">&quot;input must be a forest or the empty graph&quot;</span><span class="p">)</span>
+
+    <span class="n">printbuf</span> <span class="o">=</span> <span class="p">[]</span>
+    <span class="k">if</span> <span class="n">write</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">_write</span> <span class="o">=</span> <span class="n">printbuf</span><span class="o">.</span><span class="n">append</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">_write</span> <span class="o">=</span> <span class="n">write</span>
+
+    <span class="n">write_network_text</span><span class="p">(</span>
+        <span class="n">graph</span><span class="p">,</span>
+        <span class="n">_write</span><span class="p">,</span>
+        <span class="n">with_labels</span><span class="o">=</span><span class="n">with_labels</span><span class="p">,</span>
+        <span class="n">sources</span><span class="o">=</span><span class="n">sources</span><span class="p">,</span>
+        <span class="n">ascii_only</span><span class="o">=</span><span class="n">ascii_only</span><span class="p">,</span>
+        <span class="n">end</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+    <span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">write</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="c1"># Only return a string if the custom write function was not specified</span>
+        <span class="k">return</span> <span class="s2">&quot;</span><span class="se">\n</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">printbuf</span><span class="p">)</span>
+</pre></div>
+
+            </article>
+            
+            
+            
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+<script src="../../../_static/scripts/pydata-sphinx-theme.js?digest=796348d33e8b1d947c94"></script>
+ 
+  <footer class="bd-footer"><div class="bd-footer__inner container">
+  
+  <div class="footer-item">
+    
+<p class="copyright">
+
+    &copy; Copyright 2004-2023, NetworkX Developers.<br>
+
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    <p class="theme-version">
+    Built with the
+    <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">
+        PyData Sphinx Theme
+    </a>
+    0.12.0.
+</p>
+  </div>
+  
+  <div class="footer-item">
+    
+<p class="sphinx-version">
+Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.2.3.<br>
+</p>
+
+  </div>
+  
+</div>
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/_modules/networkx/relabel.html b/_modules/networkx/relabel.html
index 6b65465e..cd5017c4 100644
--- a/_modules/networkx/relabel.html
+++ b/_modules/networkx/relabel.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.relabel &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.relabel &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/relabel';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/relabel.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -756,11 +768,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/utils/decorators.html b/_modules/networkx/utils/decorators.html
index f2bddfee..26a726bf 100644
--- a/_modules/networkx/utils/decorators.html
+++ b/_modules/networkx/utils/decorators.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.utils.decorators &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.utils.decorators &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/utils/decorators';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/utils/decorators.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -538,8 +550,8 @@
         <span class="p">)</span>
 
     <span class="c1"># 3-way logic: True if &quot;directed&quot; input, False if &quot;undirected&quot; input, else None</span>
-    <span class="n">dval</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;directed&quot;</span> <span class="ow">in</span> <span class="n">graph_types</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="p">(</span><span class="s2">&quot;undirected&quot;</span> <span class="ow">in</span> <span class="n">graph_types</span><span class="p">)</span> <span class="ow">and</span> <span class="kc">None</span>
-    <span class="n">mval</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;multigraph&quot;</span> <span class="ow">in</span> <span class="n">graph_types</span><span class="p">)</span> <span class="ow">or</span> <span class="ow">not</span> <span class="p">(</span><span class="s2">&quot;graph&quot;</span> <span class="ow">in</span> <span class="n">graph_types</span><span class="p">)</span> <span class="ow">and</span> <span class="kc">None</span>
+    <span class="n">dval</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;directed&quot;</span> <span class="ow">in</span> <span class="n">graph_types</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;undirected&quot;</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">graph_types</span> <span class="ow">and</span> <span class="kc">None</span>
+    <span class="n">mval</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;multigraph&quot;</span> <span class="ow">in</span> <span class="n">graph_types</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;graph&quot;</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">graph_types</span> <span class="ow">and</span> <span class="kc">None</span>
     <span class="n">errmsg</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;not implemented for </span><span class="si">{</span><span class="s1">&#39; &#39;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">graph_types</span><span class="p">)</span><span class="si">}</span><span class="s2"> type&quot;</span>
 
     <span class="k">def</span> <span class="nf">_not_implemented_for</span><span class="p">(</span><span class="n">g</span><span class="p">):</span>
@@ -560,7 +572,7 @@
     <span class="s2">&quot;.gzip&quot;</span><span class="p">:</span> <span class="n">gzip</span><span class="o">.</span><span class="n">open</span><span class="p">,</span>
     <span class="s2">&quot;.bz2&quot;</span><span class="p">:</span> <span class="n">bz2</span><span class="o">.</span><span class="n">BZ2File</span><span class="p">,</span>
 <span class="p">}</span>
-<span class="n">_dispatch_dict</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="nb">open</span><span class="p">,</span> <span class="o">**</span><span class="n">fopeners</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+<span class="n">_dispatch_dict</span> <span class="o">=</span> <span class="n">defaultdict</span><span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="nb">open</span><span class="p">,</span> <span class="o">**</span><span class="n">fopeners</span><span class="p">)</span>
 
 
 <div class="viewcode-block" id="open_file"><a class="viewcode-back" href="../../../reference/generated/networkx.utils.decorators.open_file.html#networkx.utils.decorators.open_file">[docs]</a><span class="k">def</span> <span class="nf">open_file</span><span class="p">(</span><span class="n">path_arg</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">&quot;r&quot;</span><span class="p">):</span>
@@ -1684,11 +1696,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/utils/mapped_queue.html b/_modules/networkx/utils/mapped_queue.html
index b5bf4ed7..cc12bda8 100644
--- a/_modules/networkx/utils/mapped_queue.html
+++ b/_modules/networkx/utils/mapped_queue.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.utils.mapped_queue &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.utils.mapped_queue &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/utils/mapped_queue';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/utils/mapped_queue.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,12 +629,12 @@
 <div class="viewcode-block" id="MappedQueue.__init__"><a class="viewcode-back" href="../../../reference/generated/networkx.utils.mapped_queue.MappedQueue.html#networkx.utils.mapped_queue.MappedQueue.__init__">[docs]</a>    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Priority queue class with updatable priorities.&quot;&quot;&quot;</span>
         <span class="k">if</span> <span class="n">data</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
-            <span class="bp">self</span><span class="o">.</span><span class="n">heap</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">heap</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">heap</span> <span class="o">=</span> <span class="p">[</span><span class="n">_HeapElement</span><span class="p">(</span><span class="n">v</span><span class="p">,</span> <span class="n">k</span><span class="p">)</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">data</span><span class="o">.</span><span class="n">items</span><span class="p">()]</span>
         <span class="k">else</span><span class="p">:</span>
             <span class="bp">self</span><span class="o">.</span><span class="n">heap</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
-        <span class="bp">self</span><span class="o">.</span><span class="n">position</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">position</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">_heapify</span><span class="p">()</span></div>
 
     <span class="k">def</span> <span class="nf">_heapify</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
@@ -773,11 +785,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/utils/misc.html b/_modules/networkx/utils/misc.html
index cd739238..409ce510 100644
--- a/_modules/networkx/utils/misc.html
+++ b/_modules/networkx/utils/misc.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.utils.misc &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.utils.misc &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/utils/misc';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/utils/misc.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -966,11 +978,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/utils/random_sequence.html b/_modules/networkx/utils/random_sequence.html
index 2bdf5609..7539b774 100644
--- a/_modules/networkx/utils/random_sequence.html
+++ b/_modules/networkx/utils/random_sequence.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.utils.random_sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.utils.random_sequence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/utils/random_sequence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/utils/random_sequence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -639,11 +651,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/utils/rcm.html b/_modules/networkx/utils/rcm.html
index 6137ccc1..170d00ba 100644
--- a/_modules/networkx/utils/rcm.html
+++ b/_modules/networkx/utils/rcm.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.utils.rcm &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.utils.rcm &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/utils/rcm';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/utils/rcm.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,7 +610,7 @@
     <span class="k">while</span> <span class="n">queue</span><span class="p">:</span>
         <span class="n">parent</span> <span class="o">=</span> <span class="n">queue</span><span class="o">.</span><span class="n">popleft</span><span class="p">()</span>
         <span class="k">yield</span> <span class="n">parent</span>
-        <span class="n">nd</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">G</span><span class="p">[</span><span class="n">parent</span><span class="p">])</span> <span class="o">-</span> <span class="n">visited</span><span class="p">)),</span> <span class="n">key</span><span class="o">=</span><span class="n">itemgetter</span><span class="p">(</span><span class="mi">1</span><span class="p">))</span>
+        <span class="n">nd</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">G</span><span class="p">[</span><span class="n">parent</span><span class="p">])</span> <span class="o">-</span> <span class="n">visited</span><span class="p">),</span> <span class="n">key</span><span class="o">=</span><span class="n">itemgetter</span><span class="p">(</span><span class="mi">1</span><span class="p">))</span>
         <span class="n">children</span> <span class="o">=</span> <span class="p">[</span><span class="n">n</span> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">nd</span><span class="p">]</span>
         <span class="n">visited</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">children</span><span class="p">)</span>
         <span class="n">queue</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">children</span><span class="p">)</span>
@@ -633,11 +645,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_modules/networkx/utils/union_find.html b/_modules/networkx/utils/union_find.html
index 5c46b002..8fc8b247 100644
--- a/_modules/networkx/utils/union_find.html
+++ b/_modules/networkx/utils/union_find.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>networkx.utils.union_find &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.utils.union_find &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = '_modules/networkx/utils/union_find';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/_modules/networkx/utils/union_find.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -546,7 +558,7 @@
 
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="c1"># Ensure fully pruned paths</span>
-        <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">parents</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span>
+        <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">parents</span><span class="p">:</span>
             <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="p">[</span><span class="n">x</span><span class="p">]</span>  <span class="c1"># Evaluated for side-effect only</span>
 
         <span class="k">yield from</span> <span class="n">groups</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">parents</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">()</span>
@@ -581,11 +593,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
index adac410c..d3fb3459 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: '3.0rc2.dev0',
+    VERSION: '3.1rc1.dev0',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/_static/opensearch.xml b/_static/opensearch.xml
index b4f514e6..8e8b7a7a 100644
--- a/_static/opensearch.xml
+++ b/_static/opensearch.xml
@@ -1,10 +1,10 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <OpenSearchDescription xmlns="http://a9.com/-/spec/opensearch/1.1/">
   <ShortName>NetworkX</ShortName>
-  <Description>Search NetworkX 3.0rc2.dev0 documentation</Description>
+  <Description>Search NetworkX 3.1rc1.dev0 documentation</Description>
   <InputEncoding>utf-8</InputEncoding>
   <Url type="text/html" method="get"
        template="https://networkx.org/search.html?q={searchTerms}"/>
-  <LongName>NetworkX 3.0rc2.dev0 documentation</LongName>
+  <LongName>NetworkX 3.1rc1.dev0 documentation</LongName>
   
 </OpenSearchDescription>
\ No newline at end of file
diff --git a/auto_examples/3d_drawing/index.html b/auto_examples/3d_drawing/index.html
index bf15b24d..9d4dd944 100644
--- a/auto_examples/3d_drawing/index.html
+++ b/auto_examples/3d_drawing/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>3D Drawing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>3D Drawing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/3d_drawing/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/3d_drawing/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Mayavi2" href="mayavi2_spring.html" />
     <link rel="prev" title="Weighted Graph" href="../drawing/plot_weighted_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -513,11 +525,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/3d_drawing/mayavi2_spring.html b/auto_examples/3d_drawing/mayavi2_spring.html
index ddd03ebf..6e7458e1 100644
--- a/auto_examples/3d_drawing/mayavi2_spring.html
+++ b/auto_examples/3d_drawing/mayavi2_spring.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Mayavi2 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Mayavi2 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/3d_drawing/mayavi2_spring';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/3d_drawing/mayavi2_spring.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Basic matplotlib" href="plot_basic.html" />
     <link rel="prev" title="3D Drawing" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -558,11 +570,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/3d_drawing/plot_basic.html b/auto_examples/3d_drawing/plot_basic.html
index 061456ac..a2e64c82 100644
--- a/auto_examples/3d_drawing/plot_basic.html
+++ b/auto_examples/3d_drawing/plot_basic.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Basic matplotlib &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Basic matplotlib &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/3d_drawing/plot_basic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/3d_drawing/plot_basic.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graphviz Layout" href="../graphviz_layout/index.html" />
     <link rel="prev" title="Mayavi2" href="mayavi2_spring.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -540,7 +552,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.078 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.117 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-3d-drawing-plot-basic-py">
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-</div>
-
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-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/3d_drawing/sg_execution_times.html b/auto_examples/3d_drawing/sg_execution_times.html
index ef451a34..ba2607e5 100644
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-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -245,7 +257,7 @@
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@@ -491,11 +503,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/index.html b/auto_examples/algorithms/index.html
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-    <title>Algorithms &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Algorithms &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="next" title="Beam Search" href="plot_beam_search.html" />
     <link rel="prev" title="Words/Ladder Graph" href="../graph/plot_words.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
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 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
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+      v3.1rc1.dev0
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-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
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@@ -503,9 +516,9 @@
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-</div><div class="sphx-glr-thumbcontainer" tooltip="Betweenness centrality measures of positive gene functional associations using WormNet v.3-GS."><img alt="Betweeness Centrality" src="../../_images/sphx_glr_plot_betweenness_centrality_thumb.png" />
-<p><a class="reference internal" href="plot_betweenness_centrality.html#sphx-glr-auto-examples-algorithms-plot-betweenness-centrality-py"><span class="std std-ref">Betweeness Centrality</span></a></p>
-  <div class="sphx-glr-thumbnail-title">Betweeness Centrality</div>
+</div><div class="sphx-glr-thumbcontainer" tooltip="Betweenness centrality measures of positive gene functional associations using WormNet v.3-GS."><img alt="Betweenness Centrality" src="../../_images/sphx_glr_plot_betweenness_centrality_thumb.png" />
+<p><a class="reference internal" href="plot_betweenness_centrality.html#sphx-glr-auto-examples-algorithms-plot-betweenness-centrality-py"><span class="std std-ref">Betweenness Centrality</span></a></p>
+  <div class="sphx-glr-thumbnail-title">Betweenness Centrality</div>
 </div><div class="sphx-glr-thumbcontainer" tooltip="Example of creating a block model using the quotient_graph function in NX.  Data used is the Ha..."><img alt="Blockmodel" src="../../_images/sphx_glr_plot_blockmodel_thumb.png" />
 <p><a class="reference internal" href="plot_blockmodel.html#sphx-glr-auto-examples-algorithms-plot-blockmodel-py"><span class="std std-ref">Blockmodel</span></a></p>
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@@ -524,6 +537,9 @@
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 <p><a class="reference internal" href="plot_krackhardt_centrality.html#sphx-glr-auto-examples-algorithms-plot-krackhardt-centrality-py"><span class="std std-ref">Krackhardt Centrality</span></a></p>
   <div class="sphx-glr-thumbnail-title">Krackhardt Centrality</div>
+</div><div class="sphx-glr-thumbcontainer" tooltip="An independent set is a set of vertices in a graph where no two vertices in the set are adjacen..."><img alt="Maximum Independent Set" src="../../_images/sphx_glr_plot_maximum_independent_set_thumb.png" />
+<p><a class="reference internal" href="plot_maximum_independent_set.html#sphx-glr-auto-examples-algorithms-plot-maximum-independent-set-py"><span class="std std-ref">Maximum Independent Set</span></a></p>
+  <div class="sphx-glr-thumbnail-title">Maximum Independent Set</div>
 </div><div class="sphx-glr-thumbcontainer" tooltip="Example of parallel implementation of betweenness centrality using the multiprocessing module f..."><img alt="Parallel Betweenness" src="../../_images/sphx_glr_plot_parallel_betweenness_thumb.png" />
 <p><a class="reference internal" href="plot_parallel_betweenness.html#sphx-glr-auto-examples-algorithms-plot-parallel-betweenness-py"><span class="std std-ref">Parallel Betweenness</span></a></p>
   <div class="sphx-glr-thumbnail-title">Parallel Betweenness</div>
@@ -553,11 +569,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_beam_search.html b/auto_examples/algorithms/plot_beam_search.html
index d8f2a7f2..b1bee072 100644
--- a/auto_examples/algorithms/plot_beam_search.html
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@@ -6,7 +6,7 @@
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-    <title>Beam Search &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Beam Search &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Betweeness Centrality" href="plot_betweenness_centrality.html" />
+    <link rel="next" title="Betweenness Centrality" href="plot_betweenness_centrality.html" />
     <link rel="prev" title="Algorithms" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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@@ -449,13 +461,14 @@
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 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -612,7 +625,7 @@ the progressive widening search in order to find a node of high centrality.</p>
 <img src="../../_images/sphx_glr_plot_beam_search_001.png" srcset="../../_images/sphx_glr_plot_beam_search_001.png" alt="plot beam search" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>found node 73 with centrality 0.12598283530728402
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.210 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/ccbccb63fd600240faf98d07876c0e92/plot_beam_search.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_beam_search.py</span></code></a></p>
@@ -638,6 +651,15 @@ the progressive widening search in order to find a node of high centrality.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -655,15 +677,6 @@ the progressive widening search in order to find a node of high centrality.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
             </div>
diff --git a/auto_examples/algorithms/plot_betweenness_centrality.html b/auto_examples/algorithms/plot_betweenness_centrality.html
index 3949a764..f9301fad 100644
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-    <title>Betweeness Centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Betweenness Centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Blockmodel" href="plot_blockmodel.html" />
     <link rel="prev" title="Beam Search" href="plot_beam_search.html" />
+<script
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+  src="https://views.scientific-python.org/js/script.js"
+></script>
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   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+
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@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -449,13 +461,14 @@
 <li class="toctree-l1"><a class="reference internal" href="../graph/index.html">Graph</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Algorithms</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2 current active"><a class="current reference internal" href="#">Betweeness Centrality</a></li>
+<li class="toctree-l2 current active"><a class="current reference internal" href="#">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -503,8 +516,8 @@
 <p>Click <a class="reference internal" href="#sphx-glr-download-auto-examples-algorithms-plot-betweenness-centrality-py"><span class="std std-ref">here</span></a>
 to download the full example code</p>
 </div>
-<section class="sphx-glr-example-title" id="betweeness-centrality">
-<span id="sphx-glr-auto-examples-algorithms-plot-betweenness-centrality-py"></span><h1>Betweeness Centrality<a class="headerlink" href="#betweeness-centrality" title="Permalink to this heading">#</a></h1>
+<section class="sphx-glr-example-title" id="betweenness-centrality">
+<span id="sphx-glr-auto-examples-algorithms-plot-betweenness-centrality-py"></span><h1>Betweenness Centrality<a class="headerlink" href="#betweenness-centrality" title="Permalink to this heading">#</a></h1>
 <p>Betweenness centrality measures of positive gene functional associations
 using WormNet v.3-GS.</p>
 <p>Data from: <a class="reference external" href="https://www.inetbio.org/wormnet/downloadnetwork.php">https://www.inetbio.org/wormnet/downloadnetwork.php</a></p>
@@ -538,7 +551,7 @@ using WormNet v.3-GS.</p>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">community_index</span></a> <span class="o">=</span> <span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="n">i</span> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">com</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">lpc</span><span class="p">)</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">com</span><span class="p">}</span>
 
 <span class="c1">#### draw graph ####</span>
-<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">15</span><span class="p">))</span>
+<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">15</span><span class="p">))</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">spring_layout</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">k</span><span class="o">=</span><span class="mf">0.15</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">4572321</span><span class="p">)</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">node_color</span></a> <span class="o">=</span> <span class="p">[</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">community_index</span></a><span class="p">[</span><span class="n">n</span><span class="p">]</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">H</span><span class="p">]</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">node_size</span></a> <span class="o">=</span> <span class="p">[</span><span class="n">v</span> <span class="o">*</span> <span class="mi">20000</span> <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">centrality</span></a><span class="o">.</span><span class="n">values</span><span class="p">()]</span>
@@ -569,20 +582,20 @@ using WormNet v.3-GS.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.text.html#matplotlib.axes.Axes.text" title="matplotlib.axes.Axes.text" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">text</span></a><span class="p">(</span>
     <span class="mf">0.80</span><span class="p">,</span>
     <span class="mf">0.06</span><span class="p">,</span>
-    <span class="s2">&quot;node size = betweeness centrality&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;node size = betweenness centrality&quot;</span><span class="p">,</span>
     <span class="n">horizontalalignment</span><span class="o">=</span><span class="s2">&quot;center&quot;</span><span class="p">,</span>
     <span class="n">transform</span><span class="o">=</span><a href="https://matplotlib.org/stable/api/transformations.html#matplotlib.transforms.BboxTransformTo" title="matplotlib.transforms.BboxTransformTo" class="sphx-glr-backref-module-matplotlib-transforms sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span><span class="o">.</span><span class="n">transAxes</span></a><span class="p">,</span>
     <span class="n">fontdict</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">font</span></a><span class="p">,</span>
 <span class="p">)</span>
 
-<span class="c1"># Resize figure for label readibility</span>
+<span class="c1"># Resize figure for label readability</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.1</span><span class="p">,</span> <span class="mf">0.05</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.tight_layout" title="matplotlib.figure.Figure.tight_layout" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axis.html#matplotlib.pyplot.axis" title="matplotlib.pyplot.axis" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  3.667 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  5.657 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-algorithms-plot-betweenness-centrality-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/b3018a1aab7bffbd1426574de5a8c65a/plot_betweenness_centrality.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_betweenness_centrality.py</span></code></a></p>
@@ -607,11 +620,11 @@ using WormNet v.3-GS.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_blockmodel.html b/auto_examples/algorithms/plot_blockmodel.html
index 42fbb098..8c86ee38 100644
--- a/auto_examples/algorithms/plot_blockmodel.html
+++ b/auto_examples/algorithms/plot_blockmodel.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Blockmodel &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Blockmodel &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/algorithms/plot_blockmodel';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_blockmodel.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Circuits" href="plot_circuits.html" />
-    <link rel="prev" title="Betweeness Centrality" href="plot_betweenness_centrality.html" />
+    <link rel="prev" title="Betweenness Centrality" href="plot_betweenness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -449,13 +461,14 @@
 <li class="toctree-l1"><a class="reference internal" href="../graph/index.html">Graph</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Algorithms</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -555,7 +568,7 @@ used is the Hartford, CT drug users network:</p>
 <span class="n">H</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">subgraph</span><span class="p">(</span><span class="nb">next</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">connected_components</span><span class="p">(</span><span class="n">G</span><span class="p">)))</span>
 <span class="c1"># Makes life easier to have consecutively labeled integer nodes</span>
 <span class="n">H</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">convert_node_labels_to_integers</span><span class="p">(</span><span class="n">H</span><span class="p">)</span>
-<span class="c1"># Create parititions with hierarchical clustering</span>
+<span class="c1"># Create partitions with hierarchical clustering</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">partitions</span></a> <span class="o">=</span> <span class="n">create_hc</span><span class="p">(</span><span class="n">H</span><span class="p">)</span>
 <span class="c1"># Build blockmodel graph</span>
 <span class="n">BM</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">quotient_graph</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">partitions</span></a><span class="p">,</span> <span class="n">relabel</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
@@ -579,7 +592,7 @@ used is the Hartford, CT drug users network:</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.360 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.551 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-algorithms-plot-blockmodel-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/efbe368eaa1e457c6c03d3f5a636063a/plot_blockmodel.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_blockmodel.py</span></code></a></p>
@@ -604,11 +617,11 @@ used is the Hartford, CT drug users network:</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_circuits.html b/auto_examples/algorithms/plot_circuits.html
index 58b278a2..92bd7fe4 100644
--- a/auto_examples/algorithms/plot_circuits.html
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-    <title>Circuits &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Circuits &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_circuits.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Davis Club" href="plot_davis_club.html" />
     <link rel="prev" title="Blockmodel" href="plot_blockmodel.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -603,7 +616,7 @@ fourth layer.</p>
 <img src="../../_images/sphx_glr_plot_circuits_001.png" srcset="../../_images/sphx_glr_plot_circuits_001.png" alt="((x ∨ y) ∧ (y ∨ ¬(z)))" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>((x ∨ y) ∧ (y ∨ ¬(z)))
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.165 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/bd2ce07c5ba253eb7b45764c94237a4c/plot_circuits.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_circuits.py</span></code></a></p>
@@ -629,6 +642,15 @@ fourth layer.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +668,6 @@ fourth layer.</p>
 
 <div class="toc-item">
   
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-  
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diff --git a/auto_examples/algorithms/plot_davis_club.html b/auto_examples/algorithms/plot_davis_club.html
index e106138b..f43030e3 100644
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-    <title>Davis Club &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Davis Club &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Dedensification" href="plot_dedensification.html" />
     <link rel="prev" title="Circuits" href="plot_circuits.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -449,13 +461,14 @@
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 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -610,7 +623,7 @@ The graph is bipartite (clubs, women).</p>
 </div>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
 <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
-<span class="kn">import</span> <span class="nn">networkx.algorithms.bipartite</span> <span class="k">as</span> <span class="nn">bipartite</span>
+<span class="kn">from</span> <span class="nn">networkx.algorithms</span> <span class="kn">import</span> <span class="n">bipartite</span>
 
 <span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">davis_southern_women_graph</span><span class="p">()</span>
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@@ -639,7 +652,7 @@ The graph is bipartite (clubs, women).</p>
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@@ -664,11 +677,11 @@ The graph is bipartite (clubs, women).</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_dedensification.html b/auto_examples/algorithms/plot_dedensification.html
index 7f82feea..a4b3d6d8 100644
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-    <title>Dedensification &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Dedensification &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_dedensification.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Iterated Dynamical Systems" href="plot_iterated_dynamical_systems.html" />
     <link rel="prev" title="Davis Club" href="plot_davis_club.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -449,13 +461,14 @@
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 <li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Algorithms</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -539,7 +552,7 @@ would result in fewer edges in the compressed graph.</p>
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+<a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">base_options</span></a> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;with_labels&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s2">&quot;edgecolors&quot;</span><span class="p">:</span> <span class="s2">&quot;black&quot;</span><span class="p">}</span>
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+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax1</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="matplotlib.pyplot.subplot" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplot</span></a><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
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 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx</span><span class="p">(</span><span class="n">original_graph</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">node_color</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">node_colors</span></a><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">base_options</span></a><span class="p">)</span>
 
@@ -593,7 +606,7 @@ would result in fewer edges in the compressed graph.</p>
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-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.242 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.443 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/868e28431bab2565b22bfbab847e1153/plot_dedensification.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_dedensification.py</span></code></a></p>
@@ -618,11 +631,11 @@ would result in fewer edges in the compressed graph.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_iterated_dynamical_systems.html b/auto_examples/algorithms/plot_iterated_dynamical_systems.html
index aeccead0..bfb587c4 100644
--- a/auto_examples/algorithms/plot_iterated_dynamical_systems.html
+++ b/auto_examples/algorithms/plot_iterated_dynamical_systems.html
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-    <title>Iterated Dynamical Systems &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Iterated Dynamical Systems &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/algorithms/plot_iterated_dynamical_systems';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_iterated_dynamical_systems.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Krackhardt Centrality" href="plot_krackhardt_centrality.html" />
     <link rel="prev" title="Dedensification" href="plot_dedensification.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -449,13 +461,14 @@
 <li class="toctree-l1"><a class="reference internal" href="../graph/index.html">Graph</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Algorithms</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -699,7 +712,7 @@ fixed points are []
 <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;fixed points are </span><span class="si">{</span><span class="n">fixed_points</span><span class="p">(</span><span class="n">G</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
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 </div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.137 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-algorithms-plot-iterated-dynamical-systems-py">
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 <p><a class="reference download internal" download="" href="../../_downloads/d947686c24b50c278c1228ff766cda27/plot_iterated_dynamical_systems.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_iterated_dynamical_systems.py</span></code></a></p>
@@ -725,6 +738,15 @@ fixed points are []
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -752,15 +774,6 @@ fixed points are []
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/auto_examples/algorithms/plot_krackhardt_centrality.html b/auto_examples/algorithms/plot_krackhardt_centrality.html
index a22aab5d..fc57b17e 100644
--- a/auto_examples/algorithms/plot_krackhardt_centrality.html
+++ b/auto_examples/algorithms/plot_krackhardt_centrality.html
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     <meta charset="utf-8" />
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-    <title>Krackhardt Centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Krackhardt Centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_krackhardt_centrality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Parallel Betweenness" href="plot_parallel_betweenness.html" />
+    <link rel="next" title="Maximum Independent Set" href="plot_maximum_independent_set.html" />
     <link rel="prev" title="Iterated Dynamical Systems" href="plot_iterated_dynamical_systems.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -449,13 +461,14 @@
 <li class="toctree-l1"><a class="reference internal" href="../graph/index.html">Graph</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Algorithms</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -569,7 +582,7 @@ Closeness centrality
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.094 seconds)</p>
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@@ -594,11 +607,11 @@ Closeness centrality
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_maximum_independent_set.html b/auto_examples/algorithms/plot_maximum_independent_set.html
new file mode 100644
index 00000000..a3ff5cec
--- /dev/null
+++ b/auto_examples/algorithms/plot_maximum_independent_set.html
@@ -0,0 +1,655 @@
+
+<!DOCTYPE html>
+
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
+
+    <title>Maximum Independent Set &#8212; NetworkX 3.1rc1.dev0 documentation</title>
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+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
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+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
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+    <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery-rendered-html.css" />
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+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94">
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+    <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/algorithms/plot_maximum_independent_set';</script>
+    <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_maximum_independent_set.html" />
+    <link rel="search" type="application/opensearchdescription+xml"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
+          href="../../_static/opensearch.xml"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
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+to download the full example code</p>
+</div>
+<section class="sphx-glr-example-title" id="maximum-independent-set">
+<span id="sphx-glr-auto-examples-algorithms-plot-maximum-independent-set-py"></span><h1>Maximum Independent Set<a class="headerlink" href="#maximum-independent-set" title="Permalink to this heading">#</a></h1>
+<p>An independent set is a set of vertices in a graph where no two vertices in the
+set are adjacent. The maximum independent set is the independent set of largest
+possible size for a given graph.</p>
+<img src="../../_images/sphx_glr_plot_maximum_independent_set_001.png" srcset="../../_images/sphx_glr_plot_maximum_independent_set_001.png" alt="plot maximum independent set" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Maximum independent set of G: {8, 1, 10, 3}
+</pre></div>
+</div>
+<div class="line-block">
+<div class="line"><br /></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
+<span class="kn">from</span> <span class="nn">networkx.algorithms</span> <span class="kn">import</span> <span class="n">approximation</span> <span class="k">as</span> <span class="n">approx</span>
+
+<span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">Graph</span><span class="p">(</span>
+    <span class="p">[</span>
+        <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">7</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">9</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">7</span><span class="p">,</span> <span class="mi">6</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">5</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">8</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">7</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">9</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span>
+        <span class="p">(</span><span class="mi">9</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span>
+    <span class="p">]</span>
+<span class="p">)</span>
+
+<a href="https://docs.python.org/3/library/stdtypes.html#set" title="builtins.set" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">I</span></a> <span class="o">=</span> <span class="n">approx</span><span class="o">.</span><span class="n">maximum_independent_set</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Maximum independent set of G: </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#set" title="builtins.set" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">I</span></a><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+
+<a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">spring_layout</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">39299899</span><span class="p">)</span>
+<span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span>
+    <span class="n">G</span><span class="p">,</span>
+    <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span>
+    <span class="n">with_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+    <span class="n">node_color</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;tab:red&quot;</span> <span class="k">if</span> <span class="n">n</span> <span class="ow">in</span> <a href="https://docs.python.org/3/library/stdtypes.html#set" title="builtins.set" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">I</span></a> <span class="k">else</span> <span class="s2">&quot;tab:blue&quot;</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G</span><span class="p">],</span>
+<span class="p">)</span>
+</pre></div>
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+<div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-algorithms-plot-maximum-independent-set-py">
+<div class="sphx-glr-download sphx-glr-download-python docutils container">
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+</div>
+<div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
+<p><a class="reference download internal" download="" href="../../_downloads/0adfc212f7d48fa789c0e2d6038bd947/plot_maximum_independent_set.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">plot_maximum_independent_set.ipynb</span></code></a></p>
+</div>
+</div>
+<p class="sphx-glr-signature"><a class="reference external" href="https://sphinx-gallery.github.io">Gallery generated by Sphinx-Gallery</a></p>
+</section>
+
+
+            </article>
+            
+            
+            
+          </div>
+          
+          
+          
+            <div class="bd-sidebar-secondary bd-toc">
+              
+<div class="toc-item">
+  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
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+
+            </div>
+          
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+        <footer class="bd-footer-content">
+          <div class="bd-footer-content__inner">
+            
+          </div>
+        </footer>
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+      </main>
+    </div>
+  </div>
+
+  
+    
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=796348d33e8b1d947c94"></script>
+ 
+  <footer class="bd-footer"><div class="bd-footer__inner container">
+  
+  <div class="footer-item">
+    
+<p class="copyright">
+
+    &copy; Copyright 2004-2023, NetworkX Developers.<br>
+
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    <p class="theme-version">
+    Built with the
+    <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">
+        PyData Sphinx Theme
+    </a>
+    0.12.0.
+</p>
+  </div>
+  
+  <div class="footer-item">
+    
+<p class="sphinx-version">
+Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.2.3.<br>
+</p>
+
+  </div>
+  
+</div>
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/auto_examples/algorithms/plot_parallel_betweenness.html b/auto_examples/algorithms/plot_parallel_betweenness.html
index 0f14cdf1..a401601c 100644
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+++ b/auto_examples/algorithms/plot_parallel_betweenness.html
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-    <title>Parallel Betweenness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Parallel Betweenness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_parallel_betweenness.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Reverse Cuthill–McKee" href="plot_rcm.html" />
-    <link rel="prev" title="Krackhardt Centrality" href="plot_krackhardt_centrality.html" />
+    <link rel="prev" title="Maximum Independent Set" href="plot_maximum_independent_set.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -449,13 +461,14 @@
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 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -517,29 +530,29 @@ faster. This is a limitation of our CI/CD pipeline running on a single core.</p>
 <img src="../../_images/sphx_glr_plot_parallel_betweenness_001.png" srcset="../../_images/sphx_glr_plot_parallel_betweenness_001.png" alt="plot parallel betweenness" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Computing betweenness centrality for:
 Graph with 1000 nodes and 2991 edges
         Parallel version
-                Time: 1.8304 seconds
-                Betweenness centrality for node 0: 0.07023
+                Time: 2.5743 seconds
+                Betweenness centrality for node 0: 0.09629
         Non-Parallel version
-                Time: 2.9404 seconds
-                Betweenness centrality for node 0: 0.07023
+                Time: 4.0793 seconds
+                Betweenness centrality for node 0: 0.09629
 
 Computing betweenness centrality for:
-Graph with 1000 nodes and 4915 edges
+Graph with 1000 nodes and 4956 edges
         Parallel version
-                Time: 2.2285 seconds
-                Betweenness centrality for node 0: 0.00264
+                Time: 3.1428 seconds
+                Betweenness centrality for node 0: 0.00350
         Non-Parallel version
-                Time: 3.8838 seconds
-                Betweenness centrality for node 0: 0.00264
+                Time: 5.4676 seconds
+                Betweenness centrality for node 0: 0.00350
 
 Computing betweenness centrality for:
 Graph with 1000 nodes and 2000 edges
         Parallel version
-                Time: 1.5142 seconds
-                Betweenness centrality for node 0: 0.01260
+                Time: 2.0898 seconds
+                Betweenness centrality for node 0: 0.00332
         Non-Parallel version
-                Time: 2.6764 seconds
-                Betweenness centrality for node 0: 0.01260
+                Time: 3.6499 seconds
+                Betweenness centrality for node 0: 0.00332
 </pre></div>
 </div>
 <div class="line-block">
@@ -611,7 +624,7 @@ Graph with 1000 nodes and 2000 edges
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  20.608 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  29.690 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-algorithms-plot-parallel-betweenness-py">
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@@ -636,11 +649,11 @@ Graph with 1000 nodes and 2000 edges
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_rcm.html b/auto_examples/algorithms/plot_rcm.html
index 6e558f7f..9af034c1 100644
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-    <title>Reverse Cuthill–McKee &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Reverse Cuthill–McKee &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/algorithms/plot_rcm';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_rcm.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="SNAP Graph Summary" href="plot_snap.html" />
     <link rel="prev" title="Parallel Betweenness" href="plot_parallel_betweenness.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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+      v3.1rc1.dev0
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@@ -449,13 +461,14 @@
 <li class="toctree-l1"><a class="reference internal" href="../graph/index.html">Graph</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Algorithms</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -615,7 +628,7 @@ bandwidth: 7
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  1.065 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  1.674 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-algorithms-plot-rcm-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/544d21367fbc1520a180d8891369bb49/plot_rcm.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_rcm.py</span></code></a></p>
@@ -640,11 +653,11 @@ bandwidth: 7
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_snap.html b/auto_examples/algorithms/plot_snap.html
index 2c03f924..af13dff1 100644
--- a/auto_examples/algorithms/plot_snap.html
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-    <title>SNAP Graph Summary &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>SNAP Graph Summary &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_snap.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Subgraphs" href="plot_subgraphs.html" />
     <link rel="prev" title="Reverse Cuthill–McKee" href="plot_rcm.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -449,13 +461,14 @@
 <li class="toctree-l1"><a class="reference internal" href="../graph/index.html">Graph</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Algorithms</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">SNAP Graph Summary</a></li>
@@ -518,18 +531,18 @@ graph.</p>
 
 
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">nodes</span></a> <span class="o">=</span> <span class="p">{</span>
-    <span class="s2">&quot;A&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Red&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;B&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Red&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;C&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Red&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;D&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Red&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;E&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Blue&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;F&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Blue&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;G&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Blue&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;H&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Blue&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;I&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Yellow&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;J&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Yellow&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;K&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Yellow&quot;</span><span class="p">),</span>
-    <span class="s2">&quot;L&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">color</span></a><span class="o">=</span><span class="s2">&quot;Yellow&quot;</span><span class="p">),</span>
+    <span class="s2">&quot;A&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Red&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;B&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Red&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;C&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Red&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;D&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Red&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;E&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Blue&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;F&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Blue&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;G&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Blue&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;H&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Blue&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;I&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Yellow&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;J&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Yellow&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;K&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Yellow&quot;</span><span class="p">},</span>
+    <span class="s2">&quot;L&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;color&quot;</span><span class="p">:</span> <span class="s2">&quot;Yellow&quot;</span><span class="p">},</span>
 <span class="p">}</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">edges</span></a> <span class="o">=</span> <span class="p">[</span>
     <span class="p">(</span><span class="s2">&quot;A&quot;</span><span class="p">,</span> <span class="s2">&quot;B&quot;</span><span class="p">,</span> <span class="s2">&quot;Strong&quot;</span><span class="p">),</span>
@@ -552,9 +565,9 @@ graph.</p>
 
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.suptitle.html#matplotlib.pyplot.suptitle" title="matplotlib.pyplot.suptitle" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">suptitle</span></a><span class="p">(</span><span class="s2">&quot;SNAP Summarization&quot;</span><span class="p">)</span>
 
-<a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">base_options</span></a> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="n">with_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">edgecolors</span><span class="o">=</span><span class="s2">&quot;black&quot;</span><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">500</span><span class="p">)</span>
+<a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">base_options</span></a> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;with_labels&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s2">&quot;edgecolors&quot;</span><span class="p">:</span> <span class="s2">&quot;black&quot;</span><span class="p">,</span> <span class="s2">&quot;node_size&quot;</span><span class="p">:</span> <span class="mi">500</span><span class="p">}</span>
 
-<span class="n">ax1</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="matplotlib.pyplot.subplot" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplot</span></a><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax1</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="matplotlib.pyplot.subplot" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplot</span></a><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.title.html#matplotlib.pyplot.title" title="matplotlib.pyplot.title" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">title</span></a><span class="p">(</span>
     <span class="s2">&quot;Original (</span><span class="si">%s</span><span class="s2"> nodes, </span><span class="si">%s</span><span class="s2"> edges)&quot;</span>
     <span class="o">%</span> <span class="p">(</span><span class="n">original_graph</span><span class="o">.</span><span class="n">number_of_nodes</span><span class="p">(),</span> <span class="n">original_graph</span><span class="o">.</span><span class="n">number_of_edges</span><span class="p">())</span>
@@ -610,7 +623,7 @@ graph.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.174 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.321 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-algorithms-plot-snap-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/0a756ab7ea4b899fa151e327a4dce8d2/plot_snap.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_snap.py</span></code></a></p>
@@ -635,11 +648,11 @@ graph.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/algorithms/plot_subgraphs.html b/auto_examples/algorithms/plot_subgraphs.html
index 6c4ce644..7fdf0ac6 100644
--- a/auto_examples/algorithms/plot_subgraphs.html
+++ b/auto_examples/algorithms/plot_subgraphs.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Subgraphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Subgraphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/algorithms/plot_subgraphs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/algorithms/plot_subgraphs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="External libraries" href="../external/index.html" />
     <link rel="prev" title="SNAP Graph Summary" href="plot_snap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -449,13 +461,14 @@
 <li class="toctree-l1"><a class="reference internal" href="../graph/index.html">Graph</a></li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Algorithms</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="plot_beam_search.html">Beam Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweeness Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_betweenness_centrality.html">Betweenness Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_blockmodel.html">Blockmodel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_circuits.html">Circuits</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_davis_club.html">Davis Club</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_dedensification.html">Dedensification</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_iterated_dynamical_systems.html">Iterated Dynamical Systems</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_krackhardt_centrality.html">Krackhardt Centrality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="plot_maximum_independent_set.html">Maximum Independent Set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_parallel_betweenness.html">Parallel Betweenness</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_rcm.html">Reverse Cuthill–McKee</a></li>
 <li class="toctree-l2"><a class="reference internal" href="plot_snap.html">SNAP Graph Summary</a></li>
@@ -678,7 +691,7 @@ of subgraphs that contain only entirely <code class="xref py py-obj docutils lit
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_subgraphs_007.png" srcset="../../_images/sphx_glr_plot_subgraphs_007.png" alt="The reconstructed graph." class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.651 seconds)</p>
+<img src="../../_images/sphx_glr_plot_subgraphs_007.png" srcset="../../_images/sphx_glr_plot_subgraphs_007.png" alt="The reconstructed graph." class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  1.015 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-algorithms-plot-subgraphs-py">
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+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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@@ -751,15 +773,6 @@ of subgraphs that contain only entirely <code class="xref py py-obj docutils lit
 
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-<div id="searchbox"></div>
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-
-<div class="toc-item">
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-<div class="toc-item">
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diff --git a/auto_examples/algorithms/sg_execution_times.html b/auto_examples/algorithms/sg_execution_times.html
index 2414b620..dd1fe1ad 100644
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-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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+  <meta name="docsearch:language" content="en"> 
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 </form>
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+
+
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+
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@@ -245,7 +257,7 @@
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@@ -531,11 +547,11 @@
               
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-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/basic/index.html b/auto_examples/basic/index.html
index d48547ca..66e5cfb8 100644
--- a/auto_examples/basic/index.html
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-    <title>Basic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Basic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Properties" href="plot_properties.html" />
     <link rel="prev" title="Gallery" href="../index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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@@ -517,11 +529,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/basic/plot_properties.html b/auto_examples/basic/plot_properties.html
index 59a7438d..7786a6a6 100644
--- a/auto_examples/basic/plot_properties.html
+++ b/auto_examples/basic/plot_properties.html
@@ -6,7 +6,7 @@
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-    <title>Properties &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Properties &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Read and write graphs." href="plot_read_write.html" />
     <link rel="prev" title="Basic" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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 </pre></div>
 </div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.133 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-basic-plot-properties-py">
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@@ -599,11 +611,11 @@ density: 0.26666666666666666
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/basic/plot_read_write.html b/auto_examples/basic/plot_read_write.html
index 4c89e004..d5f82414 100644
--- a/auto_examples/basic/plot_read_write.html
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@@ -6,7 +6,7 @@
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-    <title>Read and write graphs. &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Read and write graphs. &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/basic/plot_read_write';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/basic/plot_read_write.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Simple graph" href="plot_simple_graph.html" />
     <link rel="prev" title="Properties" href="plot_properties.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -545,7 +557,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.062 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.107 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-basic-plot-read-write-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/63b2264e53e5d28aeb43b6aa768515b9/plot_read_write.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_read_write.py</span></code></a></p>
@@ -570,11 +582,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/basic/plot_simple_graph.html b/auto_examples/basic/plot_simple_graph.html
index 2b8ee136..a1473b04 100644
--- a/auto_examples/basic/plot_simple_graph.html
+++ b/auto_examples/basic/plot_simple_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Simple graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Simple graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/basic/plot_simple_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/basic/plot_simple_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Drawing" href="../drawing/index.html" />
     <link rel="prev" title="Read and write graphs." href="plot_read_write.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -522,7 +534,7 @@ to download the full example code</p>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a><span class="p">)</span>
 
 <span class="c1"># Set margins for the axes so that nodes aren&#39;t clipped</span>
-<span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.20</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axis.html#matplotlib.pyplot.axis" title="matplotlib.pyplot.axis" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
@@ -544,13 +556,13 @@ to download the full example code</p>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a><span class="p">)</span>
 
 <span class="c1"># Set margins for the axes so that nodes aren&#39;t clipped</span>
-<span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.20</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axis.html#matplotlib.pyplot.axis" title="matplotlib.pyplot.axis" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_simple_graph_002.png" srcset="../../_images/sphx_glr_plot_simple_graph_002.png" alt="plot simple graph" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.377 seconds)</p>
+<img src="../../_images/sphx_glr_plot_simple_graph_002.png" srcset="../../_images/sphx_glr_plot_simple_graph_002.png" alt="plot simple graph" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.646 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-basic-plot-simple-graph-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/0f222beedce48fe624efff9ff2fdc89f/plot_simple_graph.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_simple_graph.py</span></code></a></p>
@@ -575,11 +587,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/basic/sg_execution_times.html b/auto_examples/basic/sg_execution_times.html
index af273b95..5b64f994 100644
--- a/auto_examples/basic/sg_execution_times.html
+++ b/auto_examples/basic/sg_execution_times.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/basic/sg_execution_times';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/basic/sg_execution_times.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -408,7 +420,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -463,19 +475,19 @@
               
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-basic-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this heading">#</a></h1>
-<p><strong>00:00.528</strong> total execution time for <strong>auto_examples_basic</strong> files:</p>
+<p><strong>00:00.886</strong> total execution time for <strong>auto_examples_basic</strong> files:</p>
 <table class="table">
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_simple_graph.html#sphx-glr-auto-examples-basic-plot-simple-graph-py"><span class="std std-ref">Simple graph</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_simple_graph.py</span></code>)</p></td>
-<td><p>00:00.377</p></td>
+<td><p>00:00.646</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_properties.html#sphx-glr-auto-examples-basic-plot-properties-py"><span class="std std-ref">Properties</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_properties.py</span></code>)</p></td>
-<td><p>00:00.089</p></td>
+<td><p>00:00.133</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_read_write.html#sphx-glr-auto-examples-basic-plot-read-write-py"><span class="std std-ref">Read and write graphs.</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_read_write.py</span></code>)</p></td>
-<td><p>00:00.062</p></td>
+<td><p>00:00.107</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 </tbody>
@@ -495,11 +507,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/index.html b/auto_examples/drawing/index.html
index 024eaccf..ae24dfec 100644
--- a/auto_examples/drawing/index.html
+++ b/auto_examples/drawing/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Drawing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Drawing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Custom Node Position" href="plot_center_node.html" />
     <link rel="prev" title="Simple graph" href="../basic/plot_simple_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,11 +609,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_center_node.html b/auto_examples/drawing/plot_center_node.html
index 19a9dc50..ae7795a7 100644
--- a/auto_examples/drawing/plot_center_node.html
+++ b/auto_examples/drawing/plot_center_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Custom Node Position &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Custom Node Position &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_center_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_center_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Chess Masters" href="plot_chess_masters.html" />
     <link rel="prev" title="Drawing" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -530,7 +542,7 @@ to download the full example code</p>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">with_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.066 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.103 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-center-node-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/8561539ed0b99621dbdbe53646ac5075/plot_center_node.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_center_node.py</span></code></a></p>
@@ -555,11 +567,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_chess_masters.html b/auto_examples/drawing/plot_chess_masters.html
index c5622a3c..9392e3c6 100644
--- a/auto_examples/drawing/plot_chess_masters.html
+++ b/auto_examples/drawing/plot_chess_masters.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Chess Masters &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Chess Masters &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_chess_masters';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_chess_masters.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Custom node icons" href="plot_custom_node_icons.html" />
     <link rel="prev" title="Custom Node Position" href="plot_center_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -536,7 +548,7 @@ to black and contains selected game info.</p>
 <img src="../../_images/sphx_glr_plot_chess_masters_001.png" srcset="../../_images/sphx_glr_plot_chess_masters_001.png" alt="World Chess Championship Games: 1886 - 1985" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Loaded 685 chess games between 25 players
 
 Note the disconnected component consisting of:
-[&#39;Korchnoi, Viktor L&#39;, &#39;Karpov, Anatoly&#39;, &#39;Kasparov, Gary&#39;]
+[&#39;Karpov, Anatoly&#39;, &#39;Korchnoi, Viktor L&#39;, &#39;Kasparov, Gary&#39;]
 
 From a total of 237 different openings,
 the following games used the Sicilian opening
@@ -631,7 +643,7 @@ findfont: Font family &#39;Helvetica&#39; not found.
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;the following games used the Sicilian opening&quot;</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;with the Najdorff 7...Qb6 &quot;Poisoned Pawn&quot; variation.</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)</span>
 
-<span class="k">for</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">white</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">black</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">game_info</span></a><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">white</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">black</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">game_info</span></a> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
     <span class="k">if</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">game_info</span></a><span class="p">[</span><span class="s2">&quot;ECO&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="s2">&quot;B97&quot;</span><span class="p">:</span>
         <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">summary</span></a> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">white</span></a><span class="si">}</span><span class="s2"> vs </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">black</span></a><span class="si">}</span><span class="se">\n</span><span class="s2">&quot;</span>
         <span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">k</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a> <span class="ow">in</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">game_info</span></a><span class="o">.</span><span class="n">items</span><span class="p">():</span>
@@ -647,7 +659,7 @@ findfont: Font family &#39;Helvetica&#39; not found.
 
 <span class="c1"># node size is proportional to number of games won</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">wins</span></a> <span class="o">=</span> <span class="nb">dict</span><span class="o">.</span><span class="n">fromkeys</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">(),</span> <span class="mf">0.0</span><span class="p">)</span>
-<span class="k">for</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
     <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">r</span></a> <span class="o">=</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a><span class="p">[</span><span class="s2">&quot;Result&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;-&quot;</span><span class="p">)</span>
     <span class="k">if</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">r</span></a><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="s2">&quot;1&quot;</span><span class="p">:</span>
         <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">wins</span></a><span class="p">[</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="p">]</span> <span class="o">+=</span> <span class="mf">1.0</span>
@@ -665,7 +677,7 @@ findfont: Font family &#39;Helvetica&#39; not found.
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">[</span><span class="s2">&quot;Botvinnik, Mikhail M&quot;</span><span class="p">]</span> <span class="o">+=</span> <span class="p">(</span><span class="mf">0.03</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.06</span><span class="p">)</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">[</span><span class="s2">&quot;Smyslov, Vassily V&quot;</span><span class="p">]</span> <span class="o">+=</span> <span class="p">(</span><span class="mf">0.05</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.03</span><span class="p">)</span>
 
-<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">12</span><span class="p">))</span>
+<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">12</span><span class="p">))</span>
 <span class="c1"># Visualize graph components</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edges</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">edgewidth</span></a><span class="p">,</span> <span class="n">edge_color</span><span class="o">=</span><span class="s2">&quot;m&quot;</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_nodes</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">nodesize</span></a><span class="p">,</span> <span class="n">node_color</span><span class="o">=</span><span class="s2">&quot;#210070&quot;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.9</span><span class="p">)</span>
@@ -695,14 +707,14 @@ findfont: Font family &#39;Helvetica&#39; not found.
     <span class="n">fontdict</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">font</span></a><span class="p">,</span>
 <span class="p">)</span>
 
-<span class="c1"># Resize figure for label readibility</span>
+<span class="c1"># Resize figure for label readability</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.1</span><span class="p">,</span> <span class="mf">0.05</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.tight_layout" title="matplotlib.figure.Figure.tight_layout" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axis.html#matplotlib.pyplot.axis" title="matplotlib.pyplot.axis" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.391 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.552 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-chess-masters-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/388158421a67216f605c1bbf9aa310bf/plot_chess_masters.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_chess_masters.py</span></code></a></p>
@@ -727,11 +739,11 @@ findfont: Font family &#39;Helvetica&#39; not found.
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_custom_node_icons.html b/auto_examples/drawing/plot_custom_node_icons.html
index cc453c1a..6eb4d389 100644
--- a/auto_examples/drawing/plot_custom_node_icons.html
+++ b/auto_examples/drawing/plot_custom_node_icons.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Custom node icons &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Custom node icons &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_custom_node_icons';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_custom_node_icons.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Degree Analysis" href="plot_degree.html" />
     <link rel="prev" title="Chess Masters" href="plot_chess_masters.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -550,7 +562,7 @@ to download the full example code</p>
 
 <span class="c1"># Get a reproducible layout and create figure</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">spring_layout</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">1734289230</span><span class="p">)</span>
-<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
+<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
 
 <span class="c1"># Note: the min_source/target_margin kwargs only work with FancyArrowPatch objects.</span>
 <span class="c1"># Force the use of FancyArrowPatch for edge drawing by setting `arrows=True`,</span>
@@ -558,7 +570,7 @@ to download the full example code</p>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edges</span><span class="p">(</span>
     <span class="n">G</span><span class="p">,</span>
     <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span>
-    <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span>
+    <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">,</span>
     <span class="n">arrows</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
     <span class="n">arrowstyle</span><span class="o">=</span><span class="s2">&quot;-&quot;</span><span class="p">,</span>
     <span class="n">min_source_margin</span><span class="o">=</span><span class="mi">15</span><span class="p">,</span>
@@ -579,13 +591,13 @@ to download the full example code</p>
     <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">xf</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">yf</span></a> <span class="o">=</span> <span class="n">tr_figure</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">[</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">n</span></a><span class="p">])</span>
     <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">xa</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">ya</span></a> <span class="o">=</span> <span class="n">tr_axes</span><span class="p">((</span><a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">xf</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">yf</span></a><span class="p">))</span>
     <span class="c1"># get overlapped axes and plot icon</span>
-    <a href="https://matplotlib.org/stable/api/axes_api.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">a</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axes.html#matplotlib.pyplot.axes" title="matplotlib.pyplot.axes" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axes</span></a><span class="p">([</span><a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">xa</span></a> <span class="o">-</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">icon_center</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">ya</span></a> <span class="o">-</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">icon_center</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">icon_size</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">icon_size</span></a><span class="p">])</span>
+    <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">a</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axes.html#matplotlib.pyplot.axes" title="matplotlib.pyplot.axes" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axes</span></a><span class="p">([</span><a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">xa</span></a> <span class="o">-</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">icon_center</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">ya</span></a> <span class="o">-</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">icon_center</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">icon_size</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/arrays.scalars.html#numpy.float64" title="numpy.float64" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-attribute"><span class="n">icon_size</span></a><span class="p">])</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.imshow.html#matplotlib.axes.Axes.imshow" title="matplotlib.axes.Axes.imshow" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">a</span><span class="o">.</span><span class="n">imshow</span></a><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">n</span></a><span class="p">][</span><span class="s2">&quot;image&quot;</span><span class="p">])</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.axis.html#matplotlib.axes.Axes.axis" title="matplotlib.axes.Axes.axis" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">a</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.278 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.492 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-custom-node-icons-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/b580b9776494e714c1fb1880f03524a8/plot_custom_node_icons.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_custom_node_icons.py</span></code></a></p>
@@ -610,11 +622,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_degree.html b/auto_examples/drawing/plot_degree.html
index ca0e7052..cec610e9 100644
--- a/auto_examples/drawing/plot_degree.html
+++ b/auto_examples/drawing/plot_degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Degree Analysis &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Degree Analysis &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Directed Graph" href="plot_directed.html" />
     <link rel="prev" title="Custom node icons" href="plot_custom_node_icons.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -537,21 +549,21 @@ each node is determined, and a figure is generated showing three things:
 <span class="c1"># Create a gridspec for adding subplots of different sizes</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_gridspec" title="matplotlib.figure.Figure.add_gridspec" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_gridspec</span></a><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>
 
-<span class="n">ax0</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">3</span><span class="p">,</span> <span class="p">:])</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax0</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">3</span><span class="p">,</span> <span class="p">:])</span>
 <span class="n">Gcc</span> <span class="o">=</span> <span class="n">G</span><span class="o">.</span><span class="n">subgraph</span><span class="p">(</span><span class="nb">sorted</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">connected_components</span><span class="p">(</span><span class="n">G</span><span class="p">),</span> <span class="n">key</span><span class="o">=</span><span class="nb">len</span><span class="p">,</span> <span class="n">reverse</span><span class="o">=</span><span class="kc">True</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">spring_layout</span><span class="p">(</span><span class="n">Gcc</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">10396953</span><span class="p">)</span>
-<span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_nodes</span><span class="p">(</span><span class="n">Gcc</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax0</span><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>
-<span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edges</span><span class="p">(</span><span class="n">Gcc</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax0</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.4</span><span class="p">)</span>
+<span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_nodes</span><span class="p">(</span><span class="n">Gcc</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax0</span></a><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>
+<span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edges</span><span class="p">(</span><span class="n">Gcc</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax0</span></a><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.4</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax0</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;Connected components of G&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_axis_off.html#matplotlib.axes.Axes.set_axis_off" title="matplotlib.axes.Axes.set_axis_off" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax0</span><span class="o">.</span><span class="n">set_axis_off</span></a><span class="p">()</span>
 
-<span class="n">ax1</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">3</span><span class="p">:,</span> <span class="p">:</span><span class="mi">2</span><span class="p">])</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax1</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">3</span><span class="p">:,</span> <span class="p">:</span><span class="mi">2</span><span class="p">])</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.plot.html#matplotlib.axes.Axes.plot" title="matplotlib.axes.Axes.plot" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax1</span><span class="o">.</span><span class="n">plot</span></a><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">degree_sequence</span></a><span class="p">,</span> <span class="s2">&quot;b-&quot;</span><span class="p">,</span> <span class="n">marker</span><span class="o">=</span><span class="s2">&quot;o&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax1</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;Degree Rank Plot&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_ylabel.html#matplotlib.axes.Axes.set_ylabel" title="matplotlib.axes.Axes.set_ylabel" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax1</span><span class="o">.</span><span class="n">set_ylabel</span></a><span class="p">(</span><span class="s2">&quot;Degree&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_xlabel.html#matplotlib.axes.Axes.set_xlabel" title="matplotlib.axes.Axes.set_xlabel" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax1</span><span class="o">.</span><span class="n">set_xlabel</span></a><span class="p">(</span><span class="s2">&quot;Rank&quot;</span><span class="p">)</span>
 
-<span class="n">ax2</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">3</span><span class="p">:,</span> <span class="mi">2</span><span class="p">:])</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax2</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">3</span><span class="p">:,</span> <span class="mi">2</span><span class="p">:])</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.bar.html#matplotlib.axes.Axes.bar" title="matplotlib.axes.Axes.bar" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax2</span><span class="o">.</span><span class="n">bar</span></a><span class="p">(</span><span class="o">*</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.unique.html#numpy.unique" title="numpy.unique" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-function"><span class="n">np</span><span class="o">.</span><span class="n">unique</span></a><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">degree_sequence</span></a><span class="p">,</span> <span class="n">return_counts</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax2</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;Degree histogram&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_xlabel.html#matplotlib.axes.Axes.set_xlabel" title="matplotlib.axes.Axes.set_xlabel" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax2</span><span class="o">.</span><span class="n">set_xlabel</span></a><span class="p">(</span><span class="s2">&quot;Degree&quot;</span><span class="p">)</span>
@@ -561,7 +573,7 @@ each node is determined, and a figure is generated showing three things:
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.262 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.442 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-degree-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/70eaef0d99343cf8d3d6e70c803ad5a8/plot_degree.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_degree.py</span></code></a></p>
@@ -586,11 +598,11 @@ each node is determined, and a figure is generated showing three things:
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_directed.html b/auto_examples/drawing/plot_directed.html
index 7cf18be1..49588795 100644
--- a/auto_examples/drawing/plot_directed.html
+++ b/auto_examples/drawing/plot_directed.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Directed Graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Directed Graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_directed';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Edge Colormap" href="plot_edge_colormap.html" />
     <link rel="prev" title="Degree Analysis" href="plot_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -550,13 +562,13 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.PatchCollection" title="matplotlib.collections.PatchCollection" class="sphx-glr-backref-module-matplotlib-collections sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pc</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.PatchCollection" title="matplotlib.collections.PatchCollection" class="sphx-glr-backref-module-matplotlib-collections sphx-glr-backref-type-py-class"><span class="n">mpl</span><span class="o">.</span><span class="n">collections</span><span class="o">.</span><span class="n">PatchCollection</span></a><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">edges</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.colors.ListedColormap.html#matplotlib.colors.ListedColormap" title="matplotlib.colors.ListedColormap" class="sphx-glr-backref-module-matplotlib-colors sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">cmap</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.colors.ListedColormap.html#matplotlib.colors.ListedColormap" title="matplotlib.colors.ListedColormap" class="sphx-glr-backref-module-matplotlib-colors sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">cmap</span></a><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.PatchCollection.set_array" title="matplotlib.collections.PatchCollection.set_array" class="sphx-glr-backref-module-matplotlib-collections sphx-glr-backref-type-py-method"><span class="n">pc</span><span class="o">.</span><span class="n">set_array</span></a><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#range" title="builtins.range" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">edge_colors</span></a><span class="p">)</span>
 
-<span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
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+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.colorbar.html#matplotlib.pyplot.colorbar" title="matplotlib.pyplot.colorbar" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">colorbar</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.PatchCollection" title="matplotlib.collections.PatchCollection" class="sphx-glr-backref-module-matplotlib-collections sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pc</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
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 </div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.348 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/6c2f9c3544cb695b31867eecc0f7fb1e/plot_directed.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_directed.py</span></code></a></p>
@@ -581,11 +593,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_edge_colormap.html b/auto_examples/drawing/plot_edge_colormap.html
index ae49d06d..f5d9892c 100644
--- a/auto_examples/drawing/plot_edge_colormap.html
+++ b/auto_examples/drawing/plot_edge_colormap.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Edge Colormap &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Edge Colormap &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_edge_colormap.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Ego Graph" href="plot_ego_graph.html" />
     <link rel="prev" title="Directed Graph" href="plot_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -534,7 +546,7 @@ to download the full example code</p>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.099 seconds)</p>
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 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/7ea4dc8cf44604668540ed81d6abebda/plot_edge_colormap.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_edge_colormap.py</span></code></a></p>
@@ -559,11 +571,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_ego_graph.html b/auto_examples/drawing/plot_ego_graph.html
index 373ab30b..862efbc8 100644
--- a/auto_examples/drawing/plot_ego_graph.html
+++ b/auto_examples/drawing/plot_ego_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Ego Graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Ego Graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_ego_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Eigenvalues" href="plot_eigenvalues.html" />
     <link rel="prev" title="Edge Colormap" href="plot_edge_colormap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -546,7 +558,7 @@ the largest hub in a Barabási-Albert network.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.097 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.146 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-ego-graph-py">
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 <p><a class="reference download internal" download="" href="../../_downloads/773fa56bdb128b8bd2a4f4a0e4dd38aa/plot_ego_graph.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_ego_graph.py</span></code></a></p>
@@ -571,11 +583,11 @@ the largest hub in a Barabási-Albert network.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_eigenvalues.html b/auto_examples/drawing/plot_eigenvalues.html
index 5d114003..2c976c19 100644
--- a/auto_examples/drawing/plot_eigenvalues.html
+++ b/auto_examples/drawing/plot_eigenvalues.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Eigenvalues &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Eigenvalues &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_eigenvalues';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_eigenvalues.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Four Grids" href="plot_four_grids.html" />
     <link rel="prev" title="Ego Graph" href="plot_ego_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -517,8 +529,8 @@ to download the full example code</p>
 <section class="sphx-glr-example-title" id="eigenvalues">
 <span id="sphx-glr-auto-examples-drawing-plot-eigenvalues-py"></span><h1>Eigenvalues<a class="headerlink" href="#eigenvalues" title="Permalink to this heading">#</a></h1>
 <p>Create an G{n,m} random graph and compute the eigenvalues.</p>
-<img src="../../_images/sphx_glr_plot_eigenvalues_001.png" srcset="../../_images/sphx_glr_plot_eigenvalues_001.png" alt="plot eigenvalues" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Largest eigenvalue: 1.592461791177574
-Smallest eigenvalue: -2.5363890312656235e-16
+<img src="../../_images/sphx_glr_plot_eigenvalues_001.png" srcset="../../_images/sphx_glr_plot_eigenvalues_001.png" alt="plot eigenvalues" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Largest eigenvalue: 1.5924617911775805
+Smallest eigenvalue: 4.0699282104742547e-16
 </pre></div>
 </div>
 <div class="line-block">
@@ -541,7 +553,7 @@ Smallest eigenvalue: -2.5363890312656235e-16
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.654 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  1.004 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-eigenvalues-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/a8660a7bb6b65b5a644025485c973cb9/plot_eigenvalues.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_eigenvalues.py</span></code></a></p>
@@ -566,11 +578,11 @@ Smallest eigenvalue: -2.5363890312656235e-16
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_four_grids.html b/auto_examples/drawing/plot_four_grids.html
index 2791cbc4..1d6bfc8d 100644
--- a/auto_examples/drawing/plot_four_grids.html
+++ b/auto_examples/drawing/plot_four_grids.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Four Grids &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Four Grids &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_four_grids';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_four_grids.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="House With Colors" href="plot_house_with_colors.html" />
     <link rel="prev" title="Eigenvalues" href="plot_eigenvalues.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -556,13 +568,13 @@ customize the visualization of a simple Graph comprising a 4x4 grid.</p>
 <span class="p">)</span>
 
 <span class="c1"># Set margins for the axes so that nodes aren&#39;t clipped</span>
-<span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.flatiter.html#numpy.flatiter" title="numpy.flatiter" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">:</span>
+<span class="k">for</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">a</span></a> <span class="ow">in</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.flatiter.html#numpy.flatiter" title="numpy.flatiter" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">:</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">a</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.10</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.tight_layout" title="matplotlib.figure.Figure.tight_layout" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.326 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.568 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-four-grids-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/4136c066ab1d073cf527e9dc02bfec77/plot_four_grids.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_four_grids.py</span></code></a></p>
@@ -587,11 +599,11 @@ customize the visualization of a simple Graph comprising a 4x4 grid.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_house_with_colors.html b/auto_examples/drawing/plot_house_with_colors.html
index 593bd91b..307b3593 100644
--- a/auto_examples/drawing/plot_house_with_colors.html
+++ b/auto_examples/drawing/plot_house_with_colors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>House With Colors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>House With Colors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_house_with_colors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_house_with_colors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Knuth Miles" href="plot_knuth_miles.html" />
     <link rel="prev" title="Four Grids" href="plot_four_grids.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -531,14 +543,14 @@ to download the full example code</p>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_nodes</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">2000</span><span class="p">,</span> <span class="n">nodelist</span><span class="o">=</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span> <span class="n">node_color</span><span class="o">=</span><span class="s2">&quot;tab:orange&quot;</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edges</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mi">6</span><span class="p">)</span>
 <span class="c1"># Customize axes</span>
-<span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.11</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.tight_layout.html#matplotlib.pyplot.tight_layout" title="matplotlib.pyplot.tight_layout" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axis.html#matplotlib.pyplot.axis" title="matplotlib.pyplot.axis" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.074 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.149 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-house-with-colors-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/98363b3c011ceaffb10684a5ba5de25b/plot_house_with_colors.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_house_with_colors.py</span></code></a></p>
@@ -563,11 +575,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_knuth_miles.html b/auto_examples/drawing/plot_knuth_miles.html
index c4d8cc74..07c45e9f 100644
--- a/auto_examples/drawing/plot_knuth_miles.html
+++ b/auto_examples/drawing/plot_knuth_miles.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Knuth Miles &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Knuth Miles &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_knuth_miles';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_knuth_miles.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Labels And Colors" href="plot_labels_and_colors.html" />
     <link rel="prev" title="House With Colors" href="plot_house_with_colors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,7 +609,7 @@ Graph with 128 nodes and 8128 edges
 <span class="n">H</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">Graph</span><span class="p">()</span>
 <span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a> <span class="ow">in</span> <span class="n">G</span><span class="p">:</span>
     <span class="n">H</span><span class="o">.</span><span class="n">add_node</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">)</span>
-<span class="k">for</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
     <span class="k">if</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a><span class="p">[</span><span class="s2">&quot;weight&quot;</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mi">300</span><span class="p">:</span>
         <span class="n">H</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">)</span>
 
@@ -628,7 +640,7 @@ Graph with 128 nodes and 8128 edges
     <span class="c1"># NOTE: When using cartopy, use matplotlib directly rather than nx.draw</span>
     <span class="c1"># to take advantage of the cartopy transforms</span>
     <span class="n">ax</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span>
-        <span class="o">*</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.array.html#numpy.array" title="numpy.array" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-function"><span class="n">np</span><span class="o">.</span><span class="n">array</span></a><span class="p">([</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a> <span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a> <span class="ow">in</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">G</span><span class="o">.</span><span class="n">position</span></a><span class="o">.</span><span class="n">values</span><span class="p">()])</span><span class="o">.</span><span class="n">T</span><span class="p">,</span>
+        <span class="o">*</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.array.html#numpy.array" title="numpy.array" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-function"><span class="n">np</span><span class="o">.</span><span class="n">array</span></a><span class="p">(</span><span class="nb">list</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">G</span><span class="o">.</span><span class="n">position</span></a><span class="o">.</span><span class="n">values</span><span class="p">()))</span><span class="o">.</span><span class="n">T</span><span class="p">,</span>
         <span class="n">s</span><span class="o">=</span><span class="p">[</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">G</span><span class="o">.</span><span class="n">population</span></a><span class="p">[</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">]</span> <span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a> <span class="ow">in</span> <span class="n">H</span><span class="p">],</span>
         <span class="n">c</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">node_color</span></a><span class="p">,</span>
         <span class="n">transform</span><span class="o">=</span><span class="n">ccrs</span><span class="o">.</span><span class="n">PlateCarree</span><span class="p">(),</span>
@@ -660,7 +672,7 @@ Graph with 128 nodes and 8128 edges
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.099 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.150 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-knuth-miles-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/e921c603ea1764485dc9acff178a2f05/plot_knuth_miles.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_knuth_miles.py</span></code></a></p>
@@ -685,11 +697,11 @@ Graph with 128 nodes and 8128 edges
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_labels_and_colors.html b/auto_examples/drawing/plot_labels_and_colors.html
index 1495ac50..d2d97937 100644
--- a/auto_examples/drawing/plot_labels_and_colors.html
+++ b/auto_examples/drawing/plot_labels_and_colors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Labels And Colors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Labels And Colors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_labels_and_colors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_labels_and_colors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Multipartite Layout" href="plot_multipartite_graph.html" />
     <link rel="prev" title="Knuth Miles" href="plot_knuth_miles.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,7 +578,7 @@ components of a graph.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.184 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.290 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-labels-and-colors-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/cff4f78bc18685caa50507ced57e7c6f/plot_labels_and_colors.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_labels_and_colors.py</span></code></a></p>
@@ -591,11 +603,11 @@ components of a graph.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_multipartite_graph.html b/auto_examples/drawing/plot_multipartite_graph.html
index d87b0728..2ce0cb78 100644
--- a/auto_examples/drawing/plot_multipartite_graph.html
+++ b/auto_examples/drawing/plot_multipartite_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Multipartite Layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Multipartite Layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_multipartite_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_multipartite_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Node Colormap" href="plot_node_colormap.html" />
     <link rel="prev" title="Labels And Colors" href="plot_labels_and_colors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -537,7 +549,7 @@ to download the full example code</p>
     <span class="n">extents</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">pairwise</span><span class="p">(</span><a href="https://docs.python.org/3/library/itertools.html#itertools.accumulate" title="itertools.accumulate" class="sphx-glr-backref-module-itertools sphx-glr-backref-type-py-function"><span class="n">itertools</span><span class="o">.</span><span class="n">accumulate</span></a><span class="p">((</span><span class="mi">0</span><span class="p">,)</span> <span class="o">+</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">subset_sizes</span></a><span class="p">))</span>
     <span class="n">layers</span> <span class="o">=</span> <span class="p">[</span><span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span> <span class="k">for</span> <span class="n">start</span><span class="p">,</span> <span class="n">end</span> <span class="ow">in</span> <span class="n">extents</span><span class="p">]</span>
     <span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">Graph</span><span class="p">()</span>
-    <span class="k">for</span> <span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">layer</span><span class="p">)</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">layers</span><span class="p">):</span>
+    <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">layer</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">layers</span><span class="p">):</span>
         <span class="n">G</span><span class="o">.</span><span class="n">add_nodes_from</span><span class="p">(</span><span class="n">layer</span><span class="p">,</span> <span class="n">layer</span><span class="o">=</span><span class="n">i</span><span class="p">)</span>
     <span class="k">for</span> <span class="n">layer1</span><span class="p">,</span> <span class="n">layer2</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">pairwise</span><span class="p">(</span><span class="n">layers</span><span class="p">):</span>
         <span class="n">G</span><span class="o">.</span><span class="n">add_edges_from</span><span class="p">(</span><a href="https://docs.python.org/3/library/itertools.html#itertools.product" title="itertools.product" class="sphx-glr-backref-module-itertools sphx-glr-backref-type-py-function"><span class="n">itertools</span><span class="o">.</span><span class="n">product</span></a><span class="p">(</span><span class="n">layer1</span><span class="p">,</span> <span class="n">layer2</span><span class="p">))</span>
@@ -553,7 +565,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.077 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.113 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-multipartite-graph-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/6cb4bf689cf53c849bce13cbab13eaec/plot_multipartite_graph.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_multipartite_graph.py</span></code></a></p>
@@ -578,11 +590,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_node_colormap.html b/auto_examples/drawing/plot_node_colormap.html
index b7f2592d..3f9c88ac 100644
--- a/auto_examples/drawing/plot_node_colormap.html
+++ b/auto_examples/drawing/plot_node_colormap.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Node Colormap &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Node Colormap &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_node_colormap';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_node_colormap.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Rainbow Coloring" href="plot_rainbow_coloring.html" />
     <link rel="prev" title="Multipartite Layout" href="plot_multipartite_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -526,7 +538,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.050 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.079 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-node-colormap-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/19db6fb1da12c9b9c0afca26691448c8/plot_node_colormap.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_node_colormap.py</span></code></a></p>
@@ -551,11 +563,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_rainbow_coloring.html b/auto_examples/drawing/plot_rainbow_coloring.html
index 13c816b8..4c8b7d15 100644
--- a/auto_examples/drawing/plot_rainbow_coloring.html
+++ b/auto_examples/drawing/plot_rainbow_coloring.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Rainbow Coloring &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Rainbow Coloring &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_rainbow_coloring';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_rainbow_coloring.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Random Geometric Graph" href="plot_random_geometric_graph.html" />
     <link rel="prev" title="Node Colormap" href="plot_node_colormap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -565,7 +577,7 @@ helpful in determining how to place the tree copies.</p>
 
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">circular_layout</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
 <span class="c1"># Create a figure with 1:1 aspect ratio to preserve the circle.</span>
-<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>
+<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">node_opts</span></a> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;node_size&quot;</span><span class="p">:</span> <span class="mi">500</span><span class="p">,</span> <span class="s2">&quot;node_color&quot;</span><span class="p">:</span> <span class="s2">&quot;w&quot;</span><span class="p">,</span> <span class="s2">&quot;edgecolors&quot;</span><span class="p">:</span> <span class="s2">&quot;k&quot;</span><span class="p">,</span> <span class="s2">&quot;linewidths&quot;</span><span class="p">:</span> <span class="mf">2.0</span><span class="p">}</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_nodes</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">node_opts</span></a><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_labels</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">font_size</span><span class="o">=</span><span class="mi">14</span><span class="p">)</span>
@@ -578,7 +590,7 @@ helpful in determining how to place the tree copies.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.128 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.186 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-rainbow-coloring-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/b64fd85d6e5ba509e65b2cb30a8274ed/plot_rainbow_coloring.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_rainbow_coloring.py</span></code></a></p>
@@ -604,6 +616,15 @@ helpful in determining how to place the tree copies.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -621,15 +642,6 @@ helpful in determining how to place the tree copies.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/auto_examples/drawing/plot_random_geometric_graph.html b/auto_examples/drawing/plot_random_geometric_graph.html
index c6470c45..2e96c192 100644
--- a/auto_examples/drawing/plot_random_geometric_graph.html
+++ b/auto_examples/drawing/plot_random_geometric_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Random Geometric Graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Random Geometric Graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_random_geometric_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_random_geometric_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Sampson" href="plot_sampson.html" />
     <link rel="prev" title="Rainbow Coloring" href="plot_rainbow_coloring.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -555,7 +567,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.104 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.141 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-random-geometric-graph-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/f8f8cacecc651443537b92fc341fba08/plot_random_geometric_graph.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_random_geometric_graph.py</span></code></a></p>
@@ -580,11 +592,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_sampson.html b/auto_examples/drawing/plot_sampson.html
index a898fa4a..658d39e4 100644
--- a/auto_examples/drawing/plot_sampson.html
+++ b/auto_examples/drawing/plot_sampson.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Sampson &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Sampson &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_sampson';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_sampson.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Self-loops" href="plot_selfloops.html" />
     <link rel="prev" title="Random Geometric Graph" href="plot_random_geometric_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -557,7 +569,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.238 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.429 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-sampson-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/838bbb120e1c43a61657821eddf29c25/plot_sampson.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_sampson.py</span></code></a></p>
@@ -582,11 +594,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_selfloops.html b/auto_examples/drawing/plot_selfloops.html
index b6343948..02444987 100644
--- a/auto_examples/drawing/plot_selfloops.html
+++ b/auto_examples/drawing/plot_selfloops.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Self-loops &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Self-loops &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_selfloops';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_selfloops.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Simple Path" href="plot_simple_path.html" />
     <link rel="prev" title="Sampson" href="plot_sampson.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -540,7 +552,7 @@ This example shows how to draw self-loops with <code class="xref py py-obj docut
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.080 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.127 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-selfloops-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/b6f62567cb843f23abdd4b7268921c0b/plot_selfloops.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_selfloops.py</span></code></a></p>
@@ -565,11 +577,11 @@ This example shows how to draw self-loops with <code class="xref py py-obj docut
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_simple_path.html b/auto_examples/drawing/plot_simple_path.html
index 032ca9d7..48f9cb41 100644
--- a/auto_examples/drawing/plot_simple_path.html
+++ b/auto_examples/drawing/plot_simple_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Simple Path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Simple Path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_simple_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_simple_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Spectral Embedding" href="plot_spectral_grid.html" />
     <link rel="prev" title="Self-loops" href="plot_selfloops.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -526,7 +538,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.057 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.091 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-simple-path-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/2c281c05b18d8d3cf43a312fc3d67a3b/plot_simple_path.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_simple_path.py</span></code></a></p>
@@ -551,11 +563,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_spectral_grid.html b/auto_examples/drawing/plot_spectral_grid.html
index 9c470593..9cf1af24 100644
--- a/auto_examples/drawing/plot_spectral_grid.html
+++ b/auto_examples/drawing/plot_spectral_grid.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Spectral Embedding &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Spectral Embedding &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_spectral_grid';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_spectral_grid.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Traveling Salesman Problem" href="plot_tsp.html" />
     <link rel="prev" title="Simple Path" href="plot_simple_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -568,7 +580,7 @@ As you remove internal nodes, this effect increases.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.223 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.408 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-spectral-grid-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/5479a9bd23bf1ace2ef03c13b4ac9d7f/plot_spectral_grid.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_spectral_grid.py</span></code></a></p>
@@ -593,11 +605,11 @@ As you remove internal nodes, this effect increases.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_tsp.html b/auto_examples/drawing/plot_tsp.html
index 9acee241..346a5bb7 100644
--- a/auto_examples/drawing/plot_tsp.html
+++ b/auto_examples/drawing/plot_tsp.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Traveling Salesman Problem &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Traveling Salesman Problem &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_tsp';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_tsp.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Unix Email" href="plot_unix_email.html" />
     <link rel="prev" title="Spectral Embedding" href="plot_spectral_grid.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -568,7 +580,7 @@ that the traveler has to follow in order to minimize the total cost.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.086 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.140 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-tsp-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/cc9848c15dd2eeae1872b955a8f34d15/plot_tsp.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_tsp.py</span></code></a></p>
@@ -593,11 +605,11 @@ that the traveler has to follow in order to minimize the total cost.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_unix_email.html b/auto_examples/drawing/plot_unix_email.html
index 2b16ae17..4b8eab3b 100644
--- a/auto_examples/drawing/plot_unix_email.html
+++ b/auto_examples/drawing/plot_unix_email.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Unix Email &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Unix Email &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_unix_email';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_unix_email.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Weighted Graph" href="plot_weighted_graph.html" />
     <link rel="prev" title="Traveling Salesman Problem" href="plot_tsp.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,7 +576,7 @@ From: ted@com To: alice@edu Subject: get together for lunch to discuss Networks?
         <span class="n">resent_ccs</span> <span class="o">=</span> <span class="n">msg</span><span class="o">.</span><span class="n">get_all</span><span class="p">(</span><span class="s2">&quot;resent-cc&quot;</span><span class="p">,</span> <span class="p">[])</span>
         <span class="n">all_recipients</span> <span class="o">=</span> <a href="https://docs.python.org/3/library/email.utils.html#email.utils.getaddresses" title="email.utils.getaddresses" class="sphx-glr-backref-module-email-utils sphx-glr-backref-type-py-function"><span class="n">getaddresses</span></a><span class="p">(</span><span class="n">tos</span> <span class="o">+</span> <span class="n">ccs</span> <span class="o">+</span> <span class="n">resent_tos</span> <span class="o">+</span> <span class="n">resent_ccs</span><span class="p">)</span>
         <span class="c1"># now add the edges for this mail message</span>
-        <span class="k">for</span> <span class="p">(</span><span class="n">target_name</span><span class="p">,</span> <span class="n">target_addr</span><span class="p">)</span> <span class="ow">in</span> <span class="n">all_recipients</span><span class="p">:</span>
+        <span class="k">for</span> <span class="n">target_name</span><span class="p">,</span> <span class="n">target_addr</span> <span class="ow">in</span> <span class="n">all_recipients</span><span class="p">:</span>
             <span class="n">G</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span><span class="n">source_addr</span><span class="p">,</span> <span class="n">target_addr</span><span class="p">,</span> <span class="n">message</span><span class="o">=</span><span class="n">msg</span><span class="p">)</span>
 
     <span class="k">return</span> <span class="n">G</span>
@@ -573,17 +585,17 @@ From: ted@com To: alice@edu Subject: get together for lunch to discuss Networks?
 <span class="n">G</span> <span class="o">=</span> <span class="n">mbox_graph</span><span class="p">()</span>
 
 <span class="c1"># print edges with message subject</span>
-<span class="k">for</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a><span class="p">)</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
     <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;From: </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">u</span></a><span class="si">}</span><span class="s2"> To: </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">v</span></a><span class="si">}</span><span class="s2"> Subject: </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a><span class="p">[</span><span class="s1">&#39;message&#39;</span><span class="p">][</span><span class="s1">&#39;Subject&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">spring_layout</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">iterations</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">227</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.4</span><span class="p">,</span> <span class="n">edge_color</span><span class="o">=</span><span class="s2">&quot;r&quot;</span><span class="p">,</span> <span class="n">font_size</span><span class="o">=</span><span class="mi">16</span><span class="p">,</span> <span class="n">with_labels</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
-<a href="https://matplotlib.org/stable/api/axes_api.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.08</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.114 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.199 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-unix-email-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/213697eef7dec7ebca6ee2e064eb9c24/plot_unix_email.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_unix_email.py</span></code></a></p>
@@ -608,11 +620,11 @@ From: ted@com To: alice@edu Subject: get together for lunch to discuss Networks?
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/plot_weighted_graph.html b/auto_examples/drawing/plot_weighted_graph.html
index 81235216..af8bdce8 100644
--- a/auto_examples/drawing/plot_weighted_graph.html
+++ b/auto_examples/drawing/plot_weighted_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Weighted Graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Weighted Graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/plot_weighted_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/plot_weighted_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="3D Drawing" href="../3d_drawing/index.html" />
     <link rel="prev" title="Unix Email" href="plot_unix_email.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -549,14 +561,14 @@ to download the full example code</p>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">edge_labels</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">get_edge_attributes</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="s2">&quot;weight&quot;</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edge_labels</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">edge_labels</span></a><span class="p">)</span>
 
-<span class="n">ax</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.gca.html#matplotlib.pyplot.gca" title="matplotlib.pyplot.gca" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">gca</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.08</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axis.html#matplotlib.pyplot.axis" title="matplotlib.pyplot.axis" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.tight_layout.html#matplotlib.pyplot.tight_layout" title="matplotlib.pyplot.tight_layout" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.082 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.133 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-drawing-plot-weighted-graph-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/32d3b6ab4dec83957a1981fa91e52e14/plot_weighted_graph.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_weighted_graph.py</span></code></a></p>
@@ -581,11 +593,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/drawing/sg_execution_times.html b/auto_examples/drawing/sg_execution_times.html
index 9fc8e3cf..4e876af4 100644
--- a/auto_examples/drawing/sg_execution_times.html
+++ b/auto_examples/drawing/sg_execution_times.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/drawing/sg_execution_times';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/drawing/sg_execution_times.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -408,7 +420,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -463,99 +475,99 @@
               
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-drawing-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this heading">#</a></h1>
-<p><strong>00:03.947</strong> total execution time for <strong>auto_examples_drawing</strong> files:</p>
+<p><strong>00:06.391</strong> total execution time for <strong>auto_examples_drawing</strong> files:</p>
 <table class="table">
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_eigenvalues.html#sphx-glr-auto-examples-drawing-plot-eigenvalues-py"><span class="std std-ref">Eigenvalues</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_eigenvalues.py</span></code>)</p></td>
-<td><p>00:00.654</p></td>
+<td><p>00:01.004</p></td>
 <td><p>0.0 MB</p></td>
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-<tr class="row-even"><td><p><a class="reference internal" href="plot_chess_masters.html#sphx-glr-auto-examples-drawing-plot-chess-masters-py"><span class="std std-ref">Chess Masters</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_chess_masters.py</span></code>)</p></td>
-<td><p>00:00.391</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="plot_four_grids.html#sphx-glr-auto-examples-drawing-plot-four-grids-py"><span class="std std-ref">Four Grids</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_four_grids.py</span></code>)</p></td>
+<td><p>00:00.568</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="plot_four_grids.html#sphx-glr-auto-examples-drawing-plot-four-grids-py"><span class="std std-ref">Four Grids</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_four_grids.py</span></code>)</p></td>
-<td><p>00:00.326</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="plot_chess_masters.html#sphx-glr-auto-examples-drawing-plot-chess-masters-py"><span class="std std-ref">Chess Masters</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_chess_masters.py</span></code>)</p></td>
+<td><p>00:00.552</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="plot_custom_node_icons.html#sphx-glr-auto-examples-drawing-plot-custom-node-icons-py"><span class="std std-ref">Custom node icons</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_custom_node_icons.py</span></code>)</p></td>
-<td><p>00:00.278</p></td>
+<td><p>00:00.492</p></td>
 <td><p>0.0 MB</p></td>
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 <tr class="row-odd"><td><p><a class="reference internal" href="plot_degree.html#sphx-glr-auto-examples-drawing-plot-degree-py"><span class="std std-ref">Degree Analysis</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_degree.py</span></code>)</p></td>
-<td><p>00:00.262</p></td>
+<td><p>00:00.442</p></td>
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-<div id="searchbox"></div>
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+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/external/index.html b/auto_examples/external/index.html
index 4f25baa1..70954a42 100644
--- a/auto_examples/external/index.html
+++ b/auto_examples/external/index.html
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>External libraries &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>External libraries &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/external/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Javascript" href="javascript_force.html" />
     <link rel="prev" title="Subgraphs" href="../algorithms/plot_subgraphs.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/external/javascript_force.html b/auto_examples/external/javascript_force.html
index a7e79c94..9d670096 100644
--- a/auto_examples/external/javascript_force.html
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-    <title>Javascript &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Javascript &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/external/javascript_force';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/external/javascript_force.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="igraph" href="plot_igraph.html" />
     <link rel="prev" title="External libraries" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/external/plot_igraph.html b/auto_examples/external/plot_igraph.html
index 232e181b..e9582de2 100644
--- a/auto_examples/external/plot_igraph.html
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-    <title>igraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>igraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/external/plot_igraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/external/plot_igraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Geospatial" href="../geospatial/index.html" />
     <link rel="prev" title="Javascript" href="javascript_force.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -516,16 +528,16 @@ provides (among many other things) functions to convert to/from NetworkX.</p>
 
 
 <span class="c1"># Plot the same network with NetworkX and igraph</span>
-<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <span class="p">(</span><span class="n">ax0</span><span class="p">,</span> <span class="n">ax1</span><span class="p">)</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">ncols</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
+<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax0</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax1</span></a><span class="p">)</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">ncols</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
 
 <span class="c1"># NetworkX draw</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax0</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;Plot with NetworkX draw&quot;</span><span class="p">)</span>
-<span class="n">nx</span><span class="o">.</span><span class="n">draw_kamada_kawai</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax0</span><span class="p">)</span>
+<span class="n">nx</span><span class="o">.</span><span class="n">draw_kamada_kawai</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax0</span></a><span class="p">)</span>
 
 <span class="c1"># igraph draw</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax1</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;Plot with igraph plot&quot;</span><span class="p">)</span>
 <span class="n">layout</span> <span class="o">=</span> <span class="n">h</span><span class="o">.</span><span class="n">layout_kamada_kawai</span><span class="p">()</span>
-<span class="n">ig</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">h</span><span class="p">,</span> <span class="n">layout</span><span class="o">=</span><span class="n">layout</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="n">ax1</span><span class="p">)</span>
+<span class="n">ig</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">h</span><span class="p">,</span> <span class="n">layout</span><span class="o">=</span><span class="n">layout</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax1</span></a><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axis.html#matplotlib.pyplot.axis" title="matplotlib.pyplot.axis" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
@@ -539,7 +551,7 @@ provides (among many other things) functions to convert to/from NetworkX.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_igraph_002.png" srcset="../../_images/sphx_glr_plot_igraph_002.png" alt="plot igraph" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.405 seconds)</p>
+<img src="../../_images/sphx_glr_plot_igraph_002.png" srcset="../../_images/sphx_glr_plot_igraph_002.png" alt="plot igraph" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.658 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-external-plot-igraph-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/a390de783800778d34acc914fb8a3f84/plot_igraph.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_igraph.py</span></code></a></p>
@@ -565,6 +577,15 @@ provides (among many other things) functions to convert to/from NetworkX.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@ provides (among many other things) functions to convert to/from NetworkX.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/auto_examples/external/sg_execution_times.html b/auto_examples/external/sg_execution_times.html
index eb14c36c..3c7fae73 100644
--- a/auto_examples/external/sg_execution_times.html
+++ b/auto_examples/external/sg_execution_times.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/external/sg_execution_times';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/external/sg_execution_times.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -408,7 +420,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -463,11 +475,11 @@
               
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-external-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this heading">#</a></h1>
-<p><strong>00:00.405</strong> total execution time for <strong>auto_examples_external</strong> files:</p>
+<p><strong>00:00.658</strong> total execution time for <strong>auto_examples_external</strong> files:</p>
 <table class="table">
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_igraph.html#sphx-glr-auto-examples-external-plot-igraph-py"><span class="std std-ref">igraph</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_igraph.py</span></code>)</p></td>
-<td><p>00:00.405</p></td>
+<td><p>00:00.658</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="javascript_force.html#sphx-glr-auto-examples-external-javascript-force-py"><span class="std std-ref">Javascript</span></a> (<code class="docutils literal notranslate"><span class="pre">javascript_force.py</span></code>)</p></td>
@@ -491,11 +503,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/geospatial/extended_description.html b/auto_examples/geospatial/extended_description.html
index 09cdd082..feb5ef6f 100644
--- a/auto_examples/geospatial/extended_description.html
+++ b/auto_examples/geospatial/extended_description.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Geospatial Examples Description &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Geospatial Examples Description &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/geospatial/extended_description';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/geospatial/extended_description.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -408,7 +420,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,6 +617,15 @@ available at <a class="reference external" href="https://doi.org/10.1016/j.compe
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ available at <a class="reference external" href="https://doi.org/10.1016/j.compe
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/auto_examples/geospatial/index.html b/auto_examples/geospatial/index.html
index c9ccb1da..928bb90e 100644
--- a/auto_examples/geospatial/index.html
+++ b/auto_examples/geospatial/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Geospatial &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Geospatial &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/geospatial/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/geospatial/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Delaunay graphs from geographic points" href="plot_delaunay.html" />
     <link rel="prev" title="igraph" href="../external/plot_igraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -529,11 +541,11 @@ See the <a class="reference external" href="geospatial/extended_description.html
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/geospatial/plot_delaunay.html b/auto_examples/geospatial/plot_delaunay.html
index d04b046b..256ab215 100644
--- a/auto_examples/geospatial/plot_delaunay.html
+++ b/auto_examples/geospatial/plot_delaunay.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Delaunay graphs from geographic points &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Delaunay graphs from geographic points &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/geospatial/plot_delaunay';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/geospatial/plot_delaunay.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graphs from a set of lines" href="plot_lines.html" />
     <link rel="prev" title="Geospatial" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -550,13 +562,13 @@ directly with polygonal data using their centroids as representative points.</p>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">positions</span></a> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">delaunay_graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">coordinates</span></a><span class="p">))</span>
 
 <span class="c1"># Now, we can plot with a nice basemap.</span>
-<span class="n">ax</span> <span class="o">=</span> <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">cells</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">facecolor</span><span class="o">=</span><span class="s2">&quot;lightblue&quot;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.50</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s2">&quot;cornsilk&quot;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
-<span class="n">add_basemap</span><span class="p">(</span><span class="n">ax</span><span class="p">)</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">cells</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">facecolor</span><span class="o">=</span><span class="s2">&quot;lightblue&quot;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.50</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s2">&quot;cornsilk&quot;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
+<span class="n">add_basemap</span><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.axis.html#matplotlib.axes.Axes.axis" title="matplotlib.axes.Axes.axis" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span>
     <span class="n">delaunay_graph</span><span class="p">,</span>
     <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">positions</span></a><span class="p">,</span>
-    <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span>
+    <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">,</span>
     <span class="n">node_size</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
     <span class="n">node_color</span><span class="o">=</span><span class="s2">&quot;k&quot;</span><span class="p">,</span>
     <span class="n">edge_color</span><span class="o">=</span><span class="s2">&quot;k&quot;</span><span class="p">,</span>
@@ -565,7 +577,7 @@ directly with polygonal data using their centroids as representative points.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.178 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.697 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-geospatial-plot-delaunay-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/2b63e3aade568b3f182ba20240be7234/plot_delaunay.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_delaunay.py</span></code></a></p>
@@ -590,11 +602,11 @@ directly with polygonal data using their centroids as representative points.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/geospatial/plot_lines.html b/auto_examples/geospatial/plot_lines.html
index 8aa852f5..bc7d7095 100644
--- a/auto_examples/geospatial/plot_lines.html
+++ b/auto_examples/geospatial/plot_lines.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graphs from a set of lines &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graphs from a set of lines &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/geospatial/plot_lines';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/geospatial/plot_lines.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="OpenStreetMap with OSMnx" href="plot_osmnx.html" />
     <link rel="prev" title="Delaunay graphs from geographic points" href="plot_delaunay.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -538,7 +550,7 @@ in plotting.</p>
 <span class="c1"># Plot</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">f</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">6</span><span class="p">),</span> <span class="n">sharex</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">sharey</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">rivers</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;k&quot;</span><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
-<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">,</span> <span class="n">facet</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">):</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">facet</span></a> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">):</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">facet</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">((</span><span class="s2">&quot;Rivers&quot;</span><span class="p">,</span> <span class="s2">&quot;Graph&quot;</span><span class="p">)[</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">])</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.axis.html#matplotlib.axes.Axes.axis" title="matplotlib.axes.Axes.axis" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">facet</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">positions</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">5</span><span class="p">)</span>
@@ -561,10 +573,10 @@ it with node GeoDataFrame.</p>
 <span class="c1"># Plot</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">f</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">6</span><span class="p">),</span> <span class="n">sharex</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">sharey</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">streets</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;k&quot;</span><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
-<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">,</span> <span class="n">facet</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">):</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">facet</span></a> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">):</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">facet</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">((</span><span class="s2">&quot;Streets&quot;</span><span class="p">,</span> <span class="s2">&quot;Graph&quot;</span><span class="p">)[</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">])</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.axis.html#matplotlib.axes.Axes.axis" title="matplotlib.axes.Axes.axis" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">facet</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
-    <span class="n">add_basemap</span><span class="p">(</span><span class="n">facet</span><span class="p">)</span>
+    <span class="n">add_basemap</span><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">facet</span></a><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span>
     <span class="n">G_primal</span><span class="p">,</span> <span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="p">[</span><span class="n">n</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">n</span><span class="p">[</span><span class="mi">1</span><span class="p">]]</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="nb">list</span><span class="p">(</span><span class="n">G_primal</span><span class="o">.</span><a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">nodes</span></a><span class="p">)},</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">50</span>
 <span class="p">)</span>
@@ -577,10 +589,10 @@ automatically measures angle between lines.</p>
 <span class="c1"># Plot</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">f</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">6</span><span class="p">),</span> <span class="n">sharex</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">sharey</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">streets</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">color</span><span class="o">=</span><span class="s2">&quot;k&quot;</span><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
-<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">,</span> <span class="n">facet</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">):</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">facet</span></a> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">):</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">facet</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">((</span><span class="s2">&quot;Streets&quot;</span><span class="p">,</span> <span class="s2">&quot;Graph&quot;</span><span class="p">)[</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">])</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.axis.html#matplotlib.axes.Axes.axis" title="matplotlib.axes.Axes.axis" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">facet</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
-    <span class="n">add_basemap</span><span class="p">(</span><span class="n">facet</span><span class="p">)</span>
+    <span class="n">add_basemap</span><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">facet</span></a><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">G_dual</span><span class="p">,</span> <span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="p">[</span><span class="n">n</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">n</span><span class="p">[</span><span class="mi">1</span><span class="p">]]</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="nb">list</span><span class="p">(</span><span class="n">G_dual</span><span class="o">.</span><a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">nodes</span></a><span class="p">)},</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">50</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 
@@ -598,7 +610,7 @@ Create PySAL weights (graph).</p>
 <span class="n">G_dual</span> <span class="o">=</span> <span class="n">W</span><span class="o">.</span><span class="n">to_networkx</span><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  3.660 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  4.490 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-geospatial-plot-lines-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/8ca1ed8a4cf00870baa5a8020931ba46/plot_lines.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_lines.py</span></code></a></p>
@@ -623,11 +635,11 @@ Create PySAL weights (graph).</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/geospatial/plot_osmnx.html b/auto_examples/geospatial/plot_osmnx.html
index c30b51a4..cb1adc83 100644
--- a/auto_examples/geospatial/plot_osmnx.html
+++ b/auto_examples/geospatial/plot_osmnx.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>OpenStreetMap with OSMnx &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>OpenStreetMap with OSMnx &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/geospatial/plot_osmnx';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/geospatial/plot_osmnx.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graphs from geographic points" href="plot_points.html" />
     <link rel="prev" title="Graphs from a set of lines" href="plot_lines.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -531,7 +543,7 @@ retrieve any other spatial data from OSM as geopandas GeoDataFrames. See
 
 <span class="c1"># plot the graph, coloring nodes by betweenness centrality</span>
 <a href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.html#pandas.Series" title="pandas.core.series.Series" class="sphx-glr-backref-module-pandas-core-series sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">nc</span></a> <span class="o">=</span> <span class="n">ox</span><span class="o">.</span><span class="n">plot</span><span class="o">.</span><span class="n">get_node_colors_by_attr</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="s2">&quot;bc&quot;</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s2">&quot;plasma&quot;</span><span class="p">)</span>
-<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">ox</span><span class="o">.</span><span class="n">plot_graph</span><span class="p">(</span>
+<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <span class="n">ox</span><span class="o">.</span><span class="n">plot_graph</span><span class="p">(</span>
     <span class="n">G</span><span class="p">,</span> <span class="n">bgcolor</span><span class="o">=</span><span class="s2">&quot;k&quot;</span><span class="p">,</span> <span class="n">node_color</span><span class="o">=</span><a href="https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.html#pandas.Series" title="pandas.core.series.Series" class="sphx-glr-backref-module-pandas-core-series sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">nc</span></a><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="n">edge_linewidth</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">edge_color</span><span class="o">=</span><span class="s2">&quot;#333333&quot;</span>
 <span class="p">)</span>
 
@@ -541,7 +553,7 @@ retrieve any other spatial data from OSM as geopandas GeoDataFrames. See
 <span class="n">ox</span><span class="o">.</span><span class="n">save_graphml</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <span class="n">filepath</span><span class="o">=</span><span class="s2">&quot;./graph.graphml&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  11.221 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  5.448 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-geospatial-plot-osmnx-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/769ba4a0ffbf9feb2f308b434010db7f/plot_osmnx.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_osmnx.py</span></code></a></p>
@@ -566,11 +578,11 @@ retrieve any other spatial data from OSM as geopandas GeoDataFrames. See
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/geospatial/plot_points.html b/auto_examples/geospatial/plot_points.html
index 8f8a2dd0..9d17e6cb 100644
--- a/auto_examples/geospatial/plot_points.html
+++ b/auto_examples/geospatial/plot_points.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graphs from geographic points &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graphs from geographic points &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/geospatial/plot_points';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/geospatial/plot_points.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graphs from Polygons" href="plot_polygons.html" />
     <link rel="prev" title="OpenStreetMap with OSMnx" href="plot_osmnx.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,9 +554,9 @@ centroids as representative points.</p>
 
 <span class="c1"># plot with a nice basemap</span>
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-<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">,</span> <span class="n">facet</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">):</span>
-    <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">cases</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">marker</span><span class="o">=</span><span class="s2">&quot;.&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;orangered&quot;</span><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><span class="n">facet</span><span class="p">)</span>
-    <span class="n">add_basemap</span><span class="p">(</span><span class="n">facet</span><span class="p">)</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">facet</span></a> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">):</span>
+    <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">cases</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">marker</span><span class="o">=</span><span class="s2">&quot;.&quot;</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;orangered&quot;</span><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">facet</span></a><span class="p">)</span>
+    <span class="n">add_basemap</span><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">facet</span></a><span class="p">)</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">facet</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">((</span><span class="s2">&quot;KNN-3&quot;</span><span class="p">,</span> <span class="s2">&quot;50-meter Distance Band&quot;</span><span class="p">)[</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="p">])</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.axis.html#matplotlib.axes.Axes.axis" title="matplotlib.axes.Axes.axis" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">facet</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">knn_graph</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">positions</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">node_color</span><span class="o">=</span><span class="s2">&quot;b&quot;</span><span class="p">)</span>
@@ -552,7 +564,7 @@ centroids as representative points.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  5.222 seconds)</p>
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 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/c79825a60948ea589076f8f2b52b4981/plot_points.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_points.py</span></code></a></p>
@@ -577,11 +589,11 @@ centroids as representative points.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/geospatial/plot_polygons.html b/auto_examples/geospatial/plot_polygons.html
index fe65a38e..161f0364 100644
--- a/auto_examples/geospatial/plot_polygons.html
+++ b/auto_examples/geospatial/plot_polygons.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graphs from Polygons &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graphs from Polygons &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/geospatial/plot_polygons';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/geospatial/plot_polygons.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Subclass" href="../subclass/index.html" />
     <link rel="prev" title="Graphs from geographic points" href="plot_points.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -534,10 +546,10 @@ as well as other kinds of graphs from the polygon centroids.</p>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">positions</span></a> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">centroids</span></a><span class="p">))</span>
 
 <span class="c1"># plot with a nice basemap</span>
-<span class="n">ax</span> <span class="o">=</span> <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">european_regions</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">linewidth</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s2">&quot;grey&quot;</span><span class="p">,</span> <span class="n">facecolor</span><span class="o">=</span><span class="s2">&quot;lightblue&quot;</span><span class="p">)</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.html#geopandas.GeoDataFrame" title="geopandas.GeoDataFrame" class="sphx-glr-backref-module-geopandas sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">european_regions</span></a><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">linewidth</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">edgecolor</span><span class="o">=</span><span class="s2">&quot;grey&quot;</span><span class="p">,</span> <span class="n">facecolor</span><span class="o">=</span><span class="s2">&quot;lightblue&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.axis.html#matplotlib.axes.Axes.axis" title="matplotlib.axes.Axes.axis" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">axis</span></a><span class="p">([</span><span class="o">-</span><span class="mi">12</span><span class="p">,</span> <span class="mi">45</span><span class="p">,</span> <span class="mi">33</span><span class="p">,</span> <span class="mi">66</span><span class="p">])</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.axis.html#matplotlib.axes.Axes.axis" title="matplotlib.axes.Axes.axis" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">axis</span></a><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
-<span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">graph</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">positions</span></a><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">node_color</span><span class="o">=</span><span class="s2">&quot;r&quot;</span><span class="p">)</span>
+<span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">graph</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">positions</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">,</span> <span class="n">node_size</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">node_color</span><span class="o">=</span><span class="s2">&quot;r&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 
 <span class="c1"># An alternative method to construct graphs from polygons may use</span>
@@ -549,7 +561,7 @@ as well as other kinds of graphs from the polygon centroids.</p>
 <span class="c1"># by the pygeos package.</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.422 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.627 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-geospatial-plot-polygons-py">
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 <p><a class="reference download internal" download="" href="../../_downloads/9be63872be08214edeb4d5a2d5f66987/plot_polygons.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_polygons.py</span></code></a></p>
@@ -574,11 +586,11 @@ as well as other kinds of graphs from the polygon centroids.</p>
               
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/geospatial/sg_execution_times.html b/auto_examples/geospatial/sg_execution_times.html
index 46fc15ec..02f2cc62 100644
--- a/auto_examples/geospatial/sg_execution_times.html
+++ b/auto_examples/geospatial/sg_execution_times.html
@@ -6,7 +6,7 @@
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-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/geospatial/sg_execution_times.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -245,7 +257,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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   <section id="computation-times">
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-<p><strong>00:22.683</strong> total execution time for <strong>auto_examples_geospatial</strong> files:</p>
+<p><strong>00:20.483</strong> total execution time for <strong>auto_examples_geospatial</strong> files:</p>
 <table class="table">
 <tbody>
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+<td><p>00:05.448</p></td>
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-<td><p>00:04.178</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="plot_points.html#sphx-glr-auto-examples-geospatial-plot-points-py"><span class="std std-ref">Graphs from geographic points</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_points.py</span></code>)</p></td>
+<td><p>00:05.222</p></td>
 <td><p>0.0 MB</p></td>
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-<tr class="row-odd"><td><p><a class="reference internal" href="plot_lines.html#sphx-glr-auto-examples-geospatial-plot-lines-py"><span class="std std-ref">Graphs from a set of lines</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_lines.py</span></code>)</p></td>
-<td><p>00:03.660</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="plot_delaunay.html#sphx-glr-auto-examples-geospatial-plot-delaunay-py"><span class="std std-ref">Delaunay graphs from geographic points</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_delaunay.py</span></code>)</p></td>
+<td><p>00:04.697</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="plot_points.html#sphx-glr-auto-examples-geospatial-plot-points-py"><span class="std std-ref">Graphs from geographic points</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_points.py</span></code>)</p></td>
-<td><p>00:03.202</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="plot_lines.html#sphx-glr-auto-examples-geospatial-plot-lines-py"><span class="std std-ref">Graphs from a set of lines</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_lines.py</span></code>)</p></td>
+<td><p>00:04.490</p></td>
 <td><p>0.0 MB</p></td>
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-<td><p>00:00.422</p></td>
+<td><p>00:00.627</p></td>
 <td><p>0.0 MB</p></td>
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@@ -503,11 +515,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/index.html b/auto_examples/graph/index.html
index b911fd7c..f9f23342 100644
--- a/auto_examples/graph/index.html
+++ b/auto_examples/graph/index.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="DAG - Topological Layout" href="plot_dag_layout.html" />
     <link rel="prev" title="Atlas" href="../graphviz_drawing/plot_mini_atlas.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
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@@ -549,11 +561,11 @@
               
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_dag_layout.html b/auto_examples/graph/plot_dag_layout.html
index 64e60606..13ee03b1 100644
--- a/auto_examples/graph/plot_dag_layout.html
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-    <title>DAG - Topological Layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DAG - Topological Layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_dag_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Degree Sequence" href="plot_degree_sequence.html" />
     <link rel="prev" title="Graph" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
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+      v3.1rc1.dev0
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@@ -534,14 +546,14 @@ order.</p>
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+<a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">()</span>
+<span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;DAG layout in topological order&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.tight_layout" title="matplotlib.figure.Figure.tight_layout" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.206 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/317508b452046ab7944bed07a87a11a5/plot_dag_layout.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_dag_layout.py</span></code></a></p>
@@ -566,11 +578,11 @@ order.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_degree_sequence.html b/auto_examples/graph/plot_degree_sequence.html
index 4bac3532..ff78e067 100644
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-    <title>Degree Sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Degree Sequence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_degree_sequence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Erdos Renyi" href="plot_erdos_renyi.html" />
     <link rel="prev" title="DAG - Topological Layout" href="plot_dag_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -529,7 +541,9 @@ degree #nodes
 <span class="nb">print</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">is_graphical</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">z</span></a><span class="p">))</span>
 
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Configuration model&quot;</span><span class="p">)</span>
-<span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">configuration_model</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">z</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">seed</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">seed</span></a><span class="p">)</span>  <span class="c1"># configuration model, seed for reproduciblity</span>
+<span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">configuration_model</span><span class="p">(</span>
+    <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">z</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">seed</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">seed</span></a>
+<span class="p">)</span>  <span class="c1"># configuration model, seed for reproducibility</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">degree_sequence</span></a> <span class="o">=</span> <span class="p">[</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a> <span class="k">for</span> <span class="n">n</span><span class="p">,</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">degree</span><span class="p">()]</span>  <span class="c1"># degree sequence</span>
 <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Degree sequence </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">degree_sequence</span></a><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Degree histogram&quot;</span><span class="p">)</span>
@@ -548,7 +562,7 @@ degree #nodes
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.059 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.091 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-degree-sequence-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/27102b9986eea2f742603c5d8496d2f8/plot_degree_sequence.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_degree_sequence.py</span></code></a></p>
@@ -573,11 +587,11 @@ degree #nodes
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_erdos_renyi.html b/auto_examples/graph/plot_erdos_renyi.html
index ba2a9778..ba62c7ba 100644
--- a/auto_examples/graph/plot_erdos_renyi.html
+++ b/auto_examples/graph/plot_erdos_renyi.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Erdos Renyi &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Erdos Renyi &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_erdos_renyi';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_erdos_renyi.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Expected Degree Sequence" href="plot_expected_degree_sequence.html" />
     <link rel="prev" title="Degree Sequence" href="plot_degree_sequence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,7 +574,7 @@ the adjacency list
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.060 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.093 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-erdos-renyi-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/1dae7040b667b61c3253579b3b21fe83/plot_erdos_renyi.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_erdos_renyi.py</span></code></a></p>
@@ -587,11 +599,11 @@ the adjacency list
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_expected_degree_sequence.html b/auto_examples/graph/plot_expected_degree_sequence.html
index 26f93912..4ca972c8 100644
--- a/auto_examples/graph/plot_expected_degree_sequence.html
+++ b/auto_examples/graph/plot_expected_degree_sequence.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Expected Degree Sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Expected Degree Sequence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_expected_degree_sequence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_expected_degree_sequence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Football" href="plot_football.html" />
     <link rel="prev" title="Erdos Renyi" href="plot_erdos_renyi.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -536,50 +548,45 @@ degree (#nodes) ****
 26 ( 0)
 27 ( 0)
 28 ( 0)
-29 ( 1) *
+29 ( 0)
 30 ( 0)
 31 ( 0)
-32 ( 0)
+32 ( 1) *
 33 ( 0)
-34 ( 1) *
-35 ( 3) ***
-36 ( 3) ***
+34 ( 2) **
+35 ( 1) *
+36 ( 6) ******
 37 ( 7) *******
 38 ( 6) ******
-39 ( 2) **
+39 ( 9) *********
 40 ( 8) ********
-41 (14) **************
-42 (19) *******************
-43 (22) **********************
-44 (25) *************************
-45 (21) *********************
-46 (33) *********************************
-47 (12) ************
-48 (28) ****************************
-49 (34) **********************************
-50 (31) *******************************
-51 (30) ******************************
-52 (21) *********************
-53 (22) **********************
-54 (20) ********************
+41 (12) ************
+42 (11) ***********
+43 (17) *****************
+44 (23) ***********************
+45 (26) **************************
+46 (30) ******************************
+47 (26) **************************
+48 (24) ************************
+49 (35) ***********************************
+50 (36) ************************************
+51 (24) ************************
+52 (35) ***********************************
+53 (18) ******************
+54 (29) *****************************
 55 (18) ******************
-56 (24) ************************
-57 (19) *******************
-58 (14) **************
-59 (16) ****************
-60 (14) **************
-61 (15) ***************
-62 ( 3) ***
-63 ( 5) *****
+56 (19) *******************
+57 (20) ********************
+58 (12) ************
+59 (10) **********
+60 ( 6) ******
+61 ( 4) ****
+62 ( 8) ********
+63 ( 7) *******
 64 ( 2) **
-65 ( 1) *
-66 ( 1) *
+65 ( 3) ***
+66 ( 4) ****
 67 ( 1) *
-68 ( 2) **
-69 ( 1) *
-70 ( 0)
-71 ( 0)
-72 ( 1) *
 </pre></div>
 </div>
 <div class="line-block">
@@ -599,7 +606,7 @@ degree (#nodes) ****
     <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">i</span></a><span class="si">:</span><span class="s2">2</span><span class="si">}</span><span class="s2"> (</span><span class="si">{</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a><span class="si">:</span><span class="s2">2</span><span class="si">}</span><span class="s2">) </span><span class="si">{</span><span class="s1">&#39;*&#39;</span><span class="o">*</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">d</span></a><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.031 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.041 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-expected-degree-sequence-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/7378087382f40e96e66bce4a35ba0e52/plot_expected_degree_sequence.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_expected_degree_sequence.py</span></code></a></p>
@@ -624,11 +631,11 @@ degree (#nodes) ****
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_football.html b/auto_examples/graph/plot_football.html
index bb426807..e5139704 100644
--- a/auto_examples/graph/plot_football.html
+++ b/auto_examples/graph/plot_football.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Football &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Football &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_football';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_football.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Karate Club" href="plot_karate_club.html" />
     <link rel="prev" title="Expected Degree Sequence" href="plot_expected_degree_sequence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -686,7 +698,7 @@ Hawaii               11
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.266 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.402 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-football-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/ca0a30060f60faf520286faa348f4700/plot_football.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_football.py</span></code></a></p>
@@ -711,11 +723,11 @@ Hawaii               11
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_karate_club.html b/auto_examples/graph/plot_karate_club.html
index 26fbb806..502a6f45 100644
--- a/auto_examples/graph/plot_karate_club.html
+++ b/auto_examples/graph/plot_karate_club.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Karate Club &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Karate Club &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_karate_club';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_karate_club.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Morse Trie" href="plot_morse_trie.html" />
     <link rel="prev" title="Football" href="plot_football.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,7 +574,7 @@ Journal of Anthropological Research, 33, 452-473.</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.090 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.133 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-karate-club-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/373a1e407e4caee6fc7b7b46704a985c/plot_karate_club.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_karate_club.py</span></code></a></p>
@@ -587,11 +599,11 @@ Journal of Anthropological Research, 33, 452-473.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_morse_trie.html b/auto_examples/graph/plot_morse_trie.html
index 60d5de7c..23bbb714 100644
--- a/auto_examples/graph/plot_morse_trie.html
+++ b/auto_examples/graph/plot_morse_trie.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Morse Trie &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Morse Trie &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_morse_trie';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_morse_trie.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Napoleon Russian Campaign" href="plot_napoleon_russian_campaign.html" />
     <link rel="prev" title="Karate Club" href="plot_karate_club.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,7 @@ the path.</p>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">elabels</span></a> <span class="o">=</span> <span class="p">{(</span><span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">):</span> <span class="n">l</span> <span class="k">for</span> <span class="n">u</span><span class="p">,</span> <span class="n">v</span><span class="p">,</span> <span class="n">l</span> <span class="ow">in</span> <span class="n">G</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="s2">&quot;char&quot;</span><span class="p">)}</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edge_labels</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">edge_labels</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">elabels</span></a><span class="p">)</span>
 
+
 <span class="c1"># A letter can be encoded by following the path from the given letter (node) to</span>
 <span class="c1"># the root node</span>
 <span class="k">def</span> <span class="nf">morse_encode</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">letter</span></a><span class="p">):</span>
@@ -602,7 +615,7 @@ the path.</p>
 <span class="nb">print</span><span class="p">(</span><span class="s2">&quot; &quot;</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="n">morse_encode</span><span class="p">(</span><span class="n">ltr</span><span class="p">)</span> <span class="k">for</span> <span class="n">ltr</span> <span class="ow">in</span> <span class="s2">&quot;ilovenetworkx&quot;</span><span class="p">]))</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.184 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.292 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-morse-trie-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/60379a4283563d425090aaae07ab115a/plot_morse_trie.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_morse_trie.py</span></code></a></p>
@@ -627,11 +640,11 @@ the path.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_napoleon_russian_campaign.html b/auto_examples/graph/plot_napoleon_russian_campaign.html
index 55414d65..1cfc8711 100644
--- a/auto_examples/graph/plot_napoleon_russian_campaign.html
+++ b/auto_examples/graph/plot_napoleon_russian_campaign.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Napoleon Russian Campaign &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Napoleon Russian Campaign &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_napoleon_russian_campaign';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_napoleon_russian_campaign.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Roget" href="plot_roget.html" />
     <link rel="prev" title="Morse Trie" href="plot_morse_trie.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,7 +644,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.126 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.194 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-napoleon-russian-campaign-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/87e75a2d09fb817a4616bb71aa44546f/plot_napoleon_russian_campaign.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_napoleon_russian_campaign.py</span></code></a></p>
@@ -657,11 +669,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_roget.html b/auto_examples/graph/plot_roget.html
index 986e6017..c77fda56 100644
--- a/auto_examples/graph/plot_roget.html
+++ b/auto_examples/graph/plot_roget.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Roget &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Roget &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_roget';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_roget.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Triads" href="plot_triad_types.html" />
     <link rel="prev" title="Napoleon Russian Campaign" href="plot_napoleon_russian_campaign.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -588,7 +600,7 @@ DiGraph with 1022 nodes and 5075 edges
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.228 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.319 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-roget-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/118b3a0c87610e4910d74143c904d290/plot_roget.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_roget.py</span></code></a></p>
@@ -613,11 +625,11 @@ DiGraph with 1022 nodes and 5075 edges
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_triad_types.html b/auto_examples/graph/plot_triad_types.html
index 1421c03f..8fe289a4 100644
--- a/auto_examples/graph/plot_triad_types.html
+++ b/auto_examples/graph/plot_triad_types.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Triads &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Triads &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_triad_types';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_triad_types.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Words/Ladder Graph" href="plot_words.html" />
     <link rel="prev" title="Roget" href="plot_roget.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -534,13 +546,13 @@ the Orientation as Up (U), Down (D) , Cyclical (C) or Transitive (T).</p>
     <span class="s2">&quot;300&quot;</span><span class="p">:</span> <span class="p">[(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">1</span><span class="p">)],</span>
 <span class="p">}</span>
 
-<span class="k">for</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">title</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">triad</span></a><span class="p">),</span> <span class="n">ax</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">triads</span></a><span class="o">.</span><span class="n">items</span><span class="p">(),</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="o">.</span><span class="n">flatten</span><span class="p">()):</span>
+<span class="k">for</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">title</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">triad</span></a><span class="p">),</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">triads</span></a><span class="o">.</span><span class="n">items</span><span class="p">(),</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="o">.</span><span class="n">flatten</span><span class="p">()):</span>
     <span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">DiGraph</span><span class="p">()</span>
     <span class="n">G</span><span class="o">.</span><span class="n">add_nodes_from</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">])</span>
     <span class="n">G</span><span class="o">.</span><span class="n">add_edges_from</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">triad</span></a><span class="p">)</span>
     <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx</span><span class="p">(</span>
         <span class="n">G</span><span class="p">,</span>
-        <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span>
+        <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">,</span>
         <span class="n">with_labels</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
         <span class="n">node_color</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;green&quot;</span><span class="p">],</span>
         <span class="n">node_size</span><span class="o">=</span><span class="mi">200</span><span class="p">,</span>
@@ -557,13 +569,13 @@ the Orientation as Up (U), Down (D) , Cyclical (C) or Transitive (T).</p>
         <span class="n">fontsize</span><span class="o">=</span><span class="mi">15</span><span class="p">,</span>
         <span class="n">fontweight</span><span class="o">=</span><span class="s2">&quot;extra bold&quot;</span><span class="p">,</span>
         <span class="n">horizontalalignment</span><span class="o">=</span><span class="s2">&quot;center&quot;</span><span class="p">,</span>
-        <span class="n">bbox</span><span class="o">=</span><span class="nb">dict</span><span class="p">(</span><span class="n">boxstyle</span><span class="o">=</span><span class="s2">&quot;square,pad=0.3&quot;</span><span class="p">,</span> <span class="n">fc</span><span class="o">=</span><span class="s2">&quot;none&quot;</span><span class="p">),</span>
+        <span class="n">bbox</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;boxstyle&quot;</span><span class="p">:</span> <span class="s2">&quot;square,pad=0.3&quot;</span><span class="p">,</span> <span class="s2">&quot;fc&quot;</span><span class="p">:</span> <span class="s2">&quot;none&quot;</span><span class="p">},</span>
     <span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.tight_layout" title="matplotlib.figure.Figure.tight_layout" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  1.057 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  2.076 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-triad-types-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/b7a826e19c8bd8bafecaae1ae69c7d1d/plot_triad_types.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_triad_types.py</span></code></a></p>
@@ -588,11 +600,11 @@ the Orientation as Up (U), Down (D) , Cyclical (C) or Transitive (T).</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/plot_words.html b/auto_examples/graph/plot_words.html
index d04e7f34..dfe309e8 100644
--- a/auto_examples/graph/plot_words.html
+++ b/auto_examples/graph/plot_words.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Words/Ladder Graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Words/Ladder Graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/plot_words';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/plot_words.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Algorithms" href="../algorithms/index.html" />
     <link rel="prev" title="Triads" href="plot_triad_types.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,7 +613,7 @@ None
 <span class="nb">print</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
 <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">nx</span><span class="o">.</span><span class="n">number_connected_components</span><span class="p">(</span><span class="n">G</span><span class="p">)</span><span class="si">}</span><span class="s2"> connected components&quot;</span><span class="p">)</span>
 
-<span class="k">for</span> <span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">source</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">target</span></a><span class="p">)</span> <span class="ow">in</span> <span class="p">[(</span><span class="s2">&quot;chaos&quot;</span><span class="p">,</span> <span class="s2">&quot;order&quot;</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;nodes&quot;</span><span class="p">,</span> <span class="s2">&quot;graph&quot;</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;pound&quot;</span><span class="p">,</span> <span class="s2">&quot;marks&quot;</span><span class="p">)]:</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">source</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">target</span></a> <span class="ow">in</span> <span class="p">[(</span><span class="s2">&quot;chaos&quot;</span><span class="p">,</span> <span class="s2">&quot;order&quot;</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;nodes&quot;</span><span class="p">,</span> <span class="s2">&quot;graph&quot;</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;pound&quot;</span><span class="p">,</span> <span class="s2">&quot;marks&quot;</span><span class="p">)]:</span>
     <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Shortest path between </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">source</span></a><span class="si">}</span><span class="s2"> and </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">target</span></a><span class="si">}</span><span class="s2"> is&quot;</span><span class="p">)</span>
     <span class="k">try</span><span class="p">:</span>
         <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">shortest_path</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">shortest_path</span></a><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">source</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">target</span></a><span class="p">)</span>
@@ -624,7 +636,7 @@ None
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.374 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.535 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graph-plot-words-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/e6a489a8b2deb49ed237fac38a28f429/plot_words.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_words.py</span></code></a></p>
@@ -649,11 +661,11 @@ None
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graph/sg_execution_times.html b/auto_examples/graph/sg_execution_times.html
index c473af6f..5cce0816 100644
--- a/auto_examples/graph/sg_execution_times.html
+++ b/auto_examples/graph/sg_execution_times.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graph/sg_execution_times';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graph/sg_execution_times.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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+  <meta name="docsearch:language" content="en"> 
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
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+      v3.1rc1.dev0
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 <span id="sphx-glr-auto-examples-graph-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Permalink to this heading">#</a></h1>
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+<tr class="row-even"><td><p><a class="reference internal" href="plot_dag_layout.html#sphx-glr-auto-examples-graph-plot-dag-layout-py"><span class="std std-ref">DAG - Topological Layout</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_dag_layout.py</span></code>)</p></td>
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+<tr class="row-odd"><td><p><a class="reference internal" href="plot_napoleon_russian_campaign.html#sphx-glr-auto-examples-graph-plot-napoleon-russian-campaign-py"><span class="std std-ref">Napoleon Russian Campaign</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_napoleon_russian_campaign.py</span></code>)</p></td>
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-<div class="toc-item">
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+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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 <div class="toc-item">
diff --git a/auto_examples/graphviz_drawing/index.html b/auto_examples/graphviz_drawing/index.html
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-    <title>Graphviz Drawing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graphviz Drawing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Attributes" href="plot_attributes.html" />
     <link rel="prev" title="Lanl Routes" href="../graphviz_layout/plot_lanl_routes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_drawing/plot_attributes.html b/auto_examples/graphviz_drawing/plot_attributes.html
index 1028d82e..960f1fe3 100644
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-    <title>Attributes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Attributes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_drawing/plot_attributes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Conversion" href="plot_conversion.html" />
     <link rel="prev" title="Graphviz Drawing" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
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 </pre></div>
 </div>
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 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graphviz-drawing-plot-attributes-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/52bb0ebd52824aa460a3ecb45c1cb5e5/plot_attributes.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_attributes.py</span></code></a></p>
@@ -557,11 +569,11 @@ node node attributes
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_drawing/plot_conversion.html b/auto_examples/graphviz_drawing/plot_conversion.html
index f4d70c95..fc3e387b 100644
--- a/auto_examples/graphviz_drawing/plot_conversion.html
+++ b/auto_examples/graphviz_drawing/plot_conversion.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Conversion &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Conversion &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_drawing/plot_conversion.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="2D Grid" href="plot_grid.html" />
     <link rel="prev" title="Attributes" href="plot_attributes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -514,7 +526,7 @@ to download the full example code</p>
 <a href="https://pygraphviz.github.io/documentation/stable/reference/agraph.html#pygraphviz.AGraph.draw" title="pygraphviz.AGraph.draw" class="sphx-glr-backref-module-pygraphviz sphx-glr-backref-type-py-method"><span class="n">A</span><span class="o">.</span><span class="n">draw</span></a><span class="p">(</span><span class="s2">&quot;k5.png&quot;</span><span class="p">,</span> <span class="n">prog</span><span class="o">=</span><span class="s2">&quot;neato&quot;</span><span class="p">)</span>
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 </div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.035 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/27aa0c08bacf20ba3f5ce4f8d02ac226/plot_conversion.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_conversion.py</span></code></a></p>
@@ -539,11 +551,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_drawing/plot_grid.html b/auto_examples/graphviz_drawing/plot_grid.html
index a13b9ea5..13a4d723 100644
--- a/auto_examples/graphviz_drawing/plot_grid.html
+++ b/auto_examples/graphviz_drawing/plot_grid.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>2D Grid &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>2D Grid &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_drawing/plot_grid.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Atlas" href="plot_mini_atlas.html" />
     <link rel="prev" title="Conversion" href="plot_conversion.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -519,7 +531,7 @@ Graphviz command line interface to create visualizations.</p>
 <img src="../../_images/sphx_glr_plot_grid_001.png" srcset="../../_images/sphx_glr_plot_grid_001.png" alt="plot grid" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Now run: neato -Tps grid.dot &gt;grid.ps
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.072 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.083 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graphviz-drawing-plot-grid-py">
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 <p><a class="reference download internal" download="" href="../../_downloads/26e3cd745ae317a76a0df34cbf4999d8/plot_grid.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_grid.py</span></code></a></p>
@@ -544,11 +556,11 @@ Graphviz command line interface to create visualizations.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_drawing/plot_mini_atlas.html b/auto_examples/graphviz_drawing/plot_mini_atlas.html
index c580e2a0..2079a6d7 100644
--- a/auto_examples/graphviz_drawing/plot_mini_atlas.html
+++ b/auto_examples/graphviz_drawing/plot_mini_atlas.html
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-    <title>Atlas &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Atlas &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graph" href="../graph/index.html" />
     <link rel="prev" title="2D Grid" href="plot_grid.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -543,7 +555,7 @@ Graph named &#39;G19&#39; with 5 nodes and 0 edges
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 </pre></div>
 </div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.105 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graphviz-drawing-plot-mini-atlas-py">
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 <p><a class="reference download internal" download="" href="../../_downloads/cc271806f4fdfe8710206c593b90e506/plot_mini_atlas.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_mini_atlas.py</span></code></a></p>
@@ -568,11 +580,11 @@ Graph named &#39;G19&#39; with 5 nodes and 0 edges
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_drawing/sg_execution_times.html b/auto_examples/graphviz_drawing/sg_execution_times.html
index 0568cd49..04d717de 100644
--- a/auto_examples/graphviz_drawing/sg_execution_times.html
+++ b/auto_examples/graphviz_drawing/sg_execution_times.html
@@ -6,7 +6,7 @@
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-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_drawing/sg_execution_times.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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   <section id="computation-times">
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-<p><strong>00:00.227</strong> total execution time for <strong>auto_examples_graphviz_drawing</strong> files:</p>
+<p><strong>00:00.369</strong> total execution time for <strong>auto_examples_graphviz_drawing</strong> files:</p>
 <table class="table">
 <tbody>
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-<td><p>00:00.081</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="plot_attributes.html#sphx-glr-auto-examples-graphviz-drawing-plot-attributes-py"><span class="std std-ref">Attributes</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_attributes.py</span></code>)</p></td>
+<td><p>00:00.145</p></td>
 <td><p>0.0 MB</p></td>
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-<tr class="row-even"><td><p><a class="reference internal" href="plot_grid.html#sphx-glr-auto-examples-graphviz-drawing-plot-grid-py"><span class="std std-ref">2D Grid</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_grid.py</span></code>)</p></td>
-<td><p>00:00.072</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="plot_mini_atlas.html#sphx-glr-auto-examples-graphviz-drawing-plot-mini-atlas-py"><span class="std std-ref">Atlas</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_mini_atlas.py</span></code>)</p></td>
+<td><p>00:00.105</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="plot_attributes.html#sphx-glr-auto-examples-graphviz-drawing-plot-attributes-py"><span class="std std-ref">Attributes</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_attributes.py</span></code>)</p></td>
-<td><p>00:00.049</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="plot_grid.html#sphx-glr-auto-examples-graphviz-drawing-plot-grid-py"><span class="std std-ref">2D Grid</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_grid.py</span></code>)</p></td>
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 <td><p>0.0 MB</p></td>
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+<td><p>00:00.035</p></td>
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@@ -499,11 +511,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_layout/index.html b/auto_examples/graphviz_layout/index.html
index 86d7332c..fdcae842 100644
--- a/auto_examples/graphviz_layout/index.html
+++ b/auto_examples/graphviz_layout/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graphviz Layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graphviz Layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graphviz_layout/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_layout/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Atlas" href="plot_atlas.html" />
     <link rel="prev" title="Basic matplotlib" href="../3d_drawing/plot_basic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -527,11 +539,11 @@ These examples need Graphviz and <a class="reference external" href="https://pyg
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_layout/plot_atlas.html b/auto_examples/graphviz_layout/plot_atlas.html
index 414159d6..4d69428d 100644
--- a/auto_examples/graphviz_layout/plot_atlas.html
+++ b/auto_examples/graphviz_layout/plot_atlas.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Atlas &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Atlas &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graphviz_layout/plot_atlas';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_layout/plot_atlas.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Circular Tree" href="plot_circular_tree.html" />
     <link rel="prev" title="Graphviz Layout" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -549,7 +561,7 @@ We don’t plot the empty graph nor the single node graph.
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  3.772 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  5.178 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graphviz-layout-plot-atlas-py">
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 <p><a class="reference download internal" download="" href="../../_downloads/37c712582f2a7575f32a59a1389228a7/plot_atlas.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_atlas.py</span></code></a></p>
@@ -574,11 +586,11 @@ We don’t plot the empty graph nor the single node graph.
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_layout/plot_circular_tree.html b/auto_examples/graphviz_layout/plot_circular_tree.html
index c585e64f..d1b3be60 100644
--- a/auto_examples/graphviz_layout/plot_circular_tree.html
+++ b/auto_examples/graphviz_layout/plot_circular_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Circular Tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Circular Tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graphviz_layout/plot_circular_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_layout/plot_circular_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Decomposition" href="plot_decomposition.html" />
     <link rel="prev" title="Atlas" href="plot_atlas.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -510,7 +522,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.150 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.214 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graphviz-layout-plot-circular-tree-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/e854482dd498b1c5f7f158a5717b999d/plot_circular_tree.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_circular_tree.py</span></code></a></p>
@@ -535,11 +547,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_layout/plot_decomposition.html b/auto_examples/graphviz_layout/plot_decomposition.html
index dac19b7b..03198eb1 100644
--- a/auto_examples/graphviz_layout/plot_decomposition.html
+++ b/auto_examples/graphviz_layout/plot_decomposition.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Decomposition &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Decomposition &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graphviz_layout/plot_decomposition';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_layout/plot_decomposition.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Giant Component" href="plot_giant_component.html" />
     <link rel="prev" title="Circular Tree" href="plot_circular_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -513,18 +525,18 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.figure.html#matplotlib.pyplot.figure" title="matplotlib.pyplot.figure" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">figure</span></a><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">6</span><span class="p">,</span> <span class="mi">9</span><span class="p">))</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_gridspec" title="matplotlib.figure.Figure.add_gridspec" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_gridspec</span></a><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
 
-<span class="n">ax1</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">])</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax1</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">])</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax1</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;Bayesian Network&quot;</span><span class="p">)</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">nx_agraph</span><span class="o">.</span><span class="n">graphviz_layout</span><span class="p">(</span><span class="n">B</span><span class="p">,</span> <span class="n">prog</span><span class="o">=</span><span class="s2">&quot;neato&quot;</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx</span><span class="p">(</span><span class="n">B</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a><span class="p">)</span>
 
 <span class="n">mg</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">moral_graph</span><span class="p">(</span><span class="n">B</span><span class="p">)</span>
-<span class="n">ax2</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">sharex</span><span class="o">=</span><span class="n">ax1</span><span class="p">,</span> <span class="n">sharey</span><span class="o">=</span><span class="n">ax1</span><span class="p">)</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax2</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">sharex</span><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax1</span></a><span class="p">,</span> <span class="n">sharey</span><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax1</span></a><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax2</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;Moralized Graph&quot;</span><span class="p">)</span>
 <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx</span><span class="p">(</span><span class="n">mg</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a><span class="p">)</span>
 
 <span class="n">jt</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">junction_tree</span><span class="p">(</span><span class="n">B</span><span class="p">)</span>
-<span class="n">ax3</span> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">1</span><span class="p">:,</span> <span class="p">:])</span>
+<a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax3</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot" title="matplotlib.figure.Figure.add_subplot" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec" class="sphx-glr-backref-module-matplotlib-gridspec sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axgrid</span></a><span class="p">[</span><span class="mi">1</span><span class="p">:,</span> <span class="p">:])</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax3</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="s2">&quot;Junction Tree&quot;</span><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="matplotlib.axes.Axes.margins" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax3</span><span class="o">.</span><span class="n">margins</span></a><span class="p">(</span><span class="mf">0.15</span><span class="p">,</span> <span class="mf">0.25</span><span class="p">)</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">nsize</span></a> <span class="o">=</span> <span class="p">[</span><span class="mi">2000</span> <span class="o">*</span> <span class="nb">len</span><span class="p">(</span><span class="n">n</span><span class="p">)</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="nb">list</span><span class="p">(</span><span class="n">jt</span><span class="o">.</span><span class="n">nodes</span><span class="p">())]</span>
@@ -535,7 +547,7 @@ to download the full example code</p>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.296 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.558 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graphviz-layout-plot-decomposition-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/533257c084adfbb38066f806a87784c5/plot_decomposition.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_decomposition.py</span></code></a></p>
@@ -560,11 +572,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_layout/plot_giant_component.html b/auto_examples/graphviz_layout/plot_giant_component.html
index ae099273..c255b477 100644
--- a/auto_examples/graphviz_layout/plot_giant_component.html
+++ b/auto_examples/graphviz_layout/plot_giant_component.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Giant Component &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Giant Component &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graphviz_layout/plot_giant_component';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_layout/plot_giant_component.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Lanl Routes" href="plot_lanl_routes.html" />
     <link rel="prev" title="Decomposition" href="plot_decomposition.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -516,7 +528,7 @@ giant connected component in a binomial random graph.</p>
 <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pvals</span></a> <span class="o">=</span> <span class="p">[</span><span class="mf">0.003</span><span class="p">,</span> <span class="mf">0.006</span><span class="p">,</span> <span class="mf">0.008</span><span class="p">,</span> <span class="mf">0.015</span><span class="p">]</span>
 
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure" title="matplotlib.figure.Figure" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">fig</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a> <span class="o">=</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplots.html#matplotlib.pyplot.subplots" title="matplotlib.pyplot.subplots" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">subplots</span></a><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
-<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#float" title="builtins.float" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">p</span></a><span class="p">,</span> <span class="n">ax</span><span class="p">,</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">seed</span></a> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pvals</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="o">.</span><span class="n">ravel</span><span class="p">(),</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pvals</span></a><span class="p">))):</span>
+<span class="k">for</span> <a href="https://docs.python.org/3/library/functions.html#float" title="builtins.float" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">p</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">seed</span></a> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pvals</span></a><span class="p">,</span> <a href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="o">.</span><span class="n">ravel</span><span class="p">(),</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pvals</span></a><span class="p">))):</span>
     <span class="c1">#### generate graph ####</span>
     <span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">binomial_graph</span><span class="p">(</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">n</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/functions.html#float" title="builtins.float" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">p</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">seed</span></a><span class="o">=</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">seed</span></a><span class="p">)</span>
     <span class="c1"># identify connected/disconnected nodes</span>
@@ -529,21 +541,21 @@ giant connected component in a binomial random graph.</p>
     <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">nx_agraph</span><span class="o">.</span><span class="n">graphviz_layout</span><span class="p">(</span><span class="n">G</span><span class="p">)</span>
     <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_title.html#matplotlib.axes.Axes.set_title" title="matplotlib.axes.Axes.set_title" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-method"><span class="n">ax</span><span class="o">.</span><span class="n">set_title</span></a><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;p = </span><span class="si">{</span><a href="https://docs.python.org/3/library/functions.html#float" title="builtins.float" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">p</span></a><span class="si">:</span><span class="s2">.3f</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
     <span class="c1"># draw largest connected component</span>
-    <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;ax&quot;</span><span class="p">:</span> <span class="n">ax</span><span class="p">,</span> <span class="s2">&quot;edge_color&quot;</span><span class="p">:</span> <span class="s2">&quot;tab:red&quot;</span><span class="p">}</span>
+    <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;ax&quot;</span><span class="p">:</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">,</span> <span class="s2">&quot;edge_color&quot;</span><span class="p">:</span> <span class="s2">&quot;tab:red&quot;</span><span class="p">}</span>
     <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edges</span><span class="p">(</span><span class="n">G0</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mf">6.0</span><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a><span class="p">)</span>
     <span class="c1"># draw other connected components</span>
     <span class="k">for</span> <a href="https://docs.python.org/3/library/stdtypes.html#set" title="builtins.set" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">Gi</span></a> <span class="ow">in</span> <a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">Gcc</span></a><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
         <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#set" title="builtins.set" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">Gi</span></a><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
             <span class="n">nx</span><span class="o">.</span><span class="n">draw_networkx_edges</span><span class="p">(</span><span class="n">G</span><span class="o">.</span><span class="n">subgraph</span><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#set" title="builtins.set" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">Gi</span></a><span class="p">),</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mf">5.0</span><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a><span class="p">)</span>
     <span class="c1"># draw connected/disconnected nodes</span>
-    <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;ax&quot;</span><span class="p">:</span> <span class="n">ax</span><span class="p">,</span> <span class="s2">&quot;node_size&quot;</span><span class="p">:</span> <span class="mi">30</span><span class="p">,</span> <span class="s2">&quot;edgecolors&quot;</span><span class="p">:</span> <span class="s2">&quot;white&quot;</span><span class="p">}</span>
+    <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;ax&quot;</span><span class="p">:</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">ax</span></a><span class="p">,</span> <span class="s2">&quot;node_size&quot;</span><span class="p">:</span> <span class="mi">30</span><span class="p">,</span> <span class="s2">&quot;edgecolors&quot;</span><span class="p">:</span> <span class="s2">&quot;white&quot;</span><span class="p">}</span>
     <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">nodelist</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">connected</span></a><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a><span class="p">)</span>
     <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">G</span><span class="p">,</span> <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">pos</span></a><span class="p">,</span> <span class="n">nodelist</span><span class="o">=</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">disconnected</span></a><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.25</span><span class="p">,</span> <span class="o">**</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">options</span></a><span class="p">)</span>
 <a href="https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.tight_layout" title="matplotlib.figure.Figure.tight_layout" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span></a><span class="p">()</span>
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="matplotlib.pyplot.show" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">show</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.795 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  1.131 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-graphviz-layout-plot-giant-component-py">
 <div class="sphx-glr-download sphx-glr-download-python docutils container">
 <p><a class="reference download internal" download="" href="../../_downloads/f5d29b33ff492f40e4749050b3f5e7dd/plot_giant_component.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_giant_component.py</span></code></a></p>
@@ -568,11 +580,11 @@ giant connected component in a binomial random graph.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_layout/plot_lanl_routes.html b/auto_examples/graphviz_layout/plot_lanl_routes.html
index 6cc3d86c..10fc95a0 100644
--- a/auto_examples/graphviz_layout/plot_lanl_routes.html
+++ b/auto_examples/graphviz_layout/plot_lanl_routes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Lanl Routes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Lanl Routes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graphviz Drawing" href="../graphviz_drawing/index.html" />
     <link rel="prev" title="Giant Component" href="plot_giant_component.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -561,7 +573,7 @@ to download the full example code</p>
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 </pre></div>
 </div>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> ( 0 minutes  0.453 seconds)</p>
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 <p><a class="reference download internal" download="" href="../../_downloads/30e04b92b8aefc7afe7f634d84ae925a/plot_lanl_routes.py"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_lanl_routes.py</span></code></a></p>
@@ -586,11 +598,11 @@ to download the full example code</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/graphviz_layout/sg_execution_times.html b/auto_examples/graphviz_layout/sg_execution_times.html
index 2da7d7d1..b63245b1 100644
--- a/auto_examples/graphviz_layout/sg_execution_times.html
+++ b/auto_examples/graphviz_layout/sg_execution_times.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Computation times &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/graphviz_layout/sg_execution_times';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/graphviz_layout/sg_execution_times.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -408,7 +420,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -463,27 +475,27 @@
               
   <section id="computation-times">
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-<p><strong>00:05.347</strong> total execution time for <strong>auto_examples_graphviz_layout</strong> files:</p>
+<p><strong>00:07.533</strong> total execution time for <strong>auto_examples_graphviz_layout</strong> files:</p>
 <table class="table">
 <tbody>
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-<td><p>00:03.772</p></td>
+<td><p>00:05.178</p></td>
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-<td><p>00:00.795</p></td>
+<td><p>00:01.131</p></td>
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-<tr class="row-odd"><td><p><a class="reference internal" href="plot_lanl_routes.html#sphx-glr-auto-examples-graphviz-layout-plot-lanl-routes-py"><span class="std std-ref">Lanl Routes</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_lanl_routes.py</span></code>)</p></td>
-<td><p>00:00.335</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="plot_decomposition.html#sphx-glr-auto-examples-graphviz-layout-plot-decomposition-py"><span class="std std-ref">Decomposition</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_decomposition.py</span></code>)</p></td>
+<td><p>00:00.558</p></td>
 <td><p>0.0 MB</p></td>
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-<tr class="row-even"><td><p><a class="reference internal" href="plot_decomposition.html#sphx-glr-auto-examples-graphviz-layout-plot-decomposition-py"><span class="std std-ref">Decomposition</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_decomposition.py</span></code>)</p></td>
-<td><p>00:00.296</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="plot_lanl_routes.html#sphx-glr-auto-examples-graphviz-layout-plot-lanl-routes-py"><span class="std std-ref">Lanl Routes</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_lanl_routes.py</span></code>)</p></td>
+<td><p>00:00.453</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="plot_circular_tree.html#sphx-glr-auto-examples-graphviz-layout-plot-circular-tree-py"><span class="std std-ref">Circular Tree</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_circular_tree.py</span></code>)</p></td>
-<td><p>00:00.150</p></td>
+<td><p>00:00.214</p></td>
 <td><p>0.0 MB</p></td>
 </tr>
 </tbody>
@@ -503,11 +515,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/index.html b/auto_examples/index.html
index fbe1409d..ea9f9329 100644
--- a/auto_examples/index.html
+++ b/auto_examples/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Gallery &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Gallery &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Basic" href="basic/index.html" />
     <link rel="prev" title="Glossary" href="../reference/glossary.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -634,9 +646,9 @@ These examples need Graphviz and <a class="reference external" href="https://pyg
 <div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="Beam search with dynamic beam width."><img alt="Beam Search" src="../_images/sphx_glr_plot_beam_search_thumb.png" />
 <p><a class="reference internal" href="algorithms/plot_beam_search.html#sphx-glr-auto-examples-algorithms-plot-beam-search-py"><span class="std std-ref">Beam Search</span></a></p>
   <div class="sphx-glr-thumbnail-title">Beam Search</div>
-</div><div class="sphx-glr-thumbcontainer" tooltip="Betweenness centrality measures of positive gene functional associations using WormNet v.3-GS."><img alt="Betweeness Centrality" src="../_images/sphx_glr_plot_betweenness_centrality_thumb.png" />
-<p><a class="reference internal" href="algorithms/plot_betweenness_centrality.html#sphx-glr-auto-examples-algorithms-plot-betweenness-centrality-py"><span class="std std-ref">Betweeness Centrality</span></a></p>
-  <div class="sphx-glr-thumbnail-title">Betweeness Centrality</div>
+</div><div class="sphx-glr-thumbcontainer" tooltip="Betweenness centrality measures of positive gene functional associations using WormNet v.3-GS."><img alt="Betweenness Centrality" src="../_images/sphx_glr_plot_betweenness_centrality_thumb.png" />
+<p><a class="reference internal" href="algorithms/plot_betweenness_centrality.html#sphx-glr-auto-examples-algorithms-plot-betweenness-centrality-py"><span class="std std-ref">Betweenness Centrality</span></a></p>
+  <div class="sphx-glr-thumbnail-title">Betweenness Centrality</div>
 </div><div class="sphx-glr-thumbcontainer" tooltip="Example of creating a block model using the quotient_graph function in NX.  Data used is the Ha..."><img alt="Blockmodel" src="../_images/sphx_glr_plot_blockmodel_thumb.png" />
 <p><a class="reference internal" href="algorithms/plot_blockmodel.html#sphx-glr-auto-examples-algorithms-plot-blockmodel-py"><span class="std std-ref">Blockmodel</span></a></p>
   <div class="sphx-glr-thumbnail-title">Blockmodel</div>
@@ -655,6 +667,9 @@ These examples need Graphviz and <a class="reference external" href="https://pyg
 </div><div class="sphx-glr-thumbcontainer" tooltip="Centrality measures of Krackhardt social network."><img alt="Krackhardt Centrality" src="../_images/sphx_glr_plot_krackhardt_centrality_thumb.png" />
 <p><a class="reference internal" href="algorithms/plot_krackhardt_centrality.html#sphx-glr-auto-examples-algorithms-plot-krackhardt-centrality-py"><span class="std std-ref">Krackhardt Centrality</span></a></p>
   <div class="sphx-glr-thumbnail-title">Krackhardt Centrality</div>
+</div><div class="sphx-glr-thumbcontainer" tooltip="An independent set is a set of vertices in a graph where no two vertices in the set are adjacen..."><img alt="Maximum Independent Set" src="../_images/sphx_glr_plot_maximum_independent_set_thumb.png" />
+<p><a class="reference internal" href="algorithms/plot_maximum_independent_set.html#sphx-glr-auto-examples-algorithms-plot-maximum-independent-set-py"><span class="std std-ref">Maximum Independent Set</span></a></p>
+  <div class="sphx-glr-thumbnail-title">Maximum Independent Set</div>
 </div><div class="sphx-glr-thumbcontainer" tooltip="Example of parallel implementation of betweenness centrality using the multiprocessing module f..."><img alt="Parallel Betweenness" src="../_images/sphx_glr_plot_parallel_betweenness_thumb.png" />
 <p><a class="reference internal" href="algorithms/plot_parallel_betweenness.html#sphx-glr-auto-examples-algorithms-plot-parallel-betweenness-py"><span class="std std-ref">Parallel Betweenness</span></a></p>
   <div class="sphx-glr-thumbnail-title">Parallel Betweenness</div>
@@ -735,6 +750,15 @@ See the <a class="reference external" href="geospatial/extended_description.html
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -797,15 +821,6 @@ See the <a class="reference external" href="geospatial/extended_description.html
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/auto_examples/subclass/index.html b/auto_examples/subclass/index.html
index f6f908ec..b947cd7f 100644
--- a/auto_examples/subclass/index.html
+++ b/auto_examples/subclass/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Subclass &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Subclass &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/subclass/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/subclass/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Antigraph" href="plot_antigraph.html" />
     <link rel="prev" title="Graphs from Polygons" href="../geospatial/plot_polygons.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -513,11 +525,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/subclass/plot_antigraph.html b/auto_examples/subclass/plot_antigraph.html
index bb4c5775..a5fadf00 100644
--- a/auto_examples/subclass/plot_antigraph.html
+++ b/auto_examples/subclass/plot_antigraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Antigraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Antigraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'auto_examples/subclass/plot_antigraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/auto_examples/subclass/plot_antigraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Print Graph" href="plot_printgraph.html" />
     <link rel="prev" title="Subclass" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/subclass/plot_printgraph.html b/auto_examples/subclass/plot_printgraph.html
index dc92f3ce..c3635165 100644
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-    <title>Print Graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Print Graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="next" title="Developer" href="../../developer/index.html" />
     <link rel="prev" title="Antigraph" href="plot_antigraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/auto_examples/subclass/sg_execution_times.html b/auto_examples/subclass/sg_execution_times.html
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-    <title>Computation times &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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   <section id="computation-times">
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@@ -491,11 +503,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/developer/about_us.html b/developer/about_us.html
index 286b625f..3784cd52 100644
--- a/developer/about_us.html
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-    <title>About Us &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>About Us &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Code of Conduct" href="code_of_conduct.html" />
     <link rel="prev" title="Developer" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
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     </button>
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@@ -921,6 +933,15 @@ contract number W911NF-13-1-0340</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -953,15 +974,6 @@ contract number W911NF-13-1-0340</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/code_of_conduct.html b/developer/code_of_conduct.html
index e3be4405..262ae2fe 100644
--- a/developer/code_of_conduct.html
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@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Code of Conduct &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Code of Conduct &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/code_of_conduct.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Mission and Values" href="values.html" />
     <link rel="prev" title="About Us" href="about_us.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,6 +644,15 @@ within 72 hours.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ within 72 hours.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/contribute.html b/developer/contribute.html
index 70b50b01..abf9e6ac 100644
--- a/developer/contribute.html
+++ b/developer/contribute.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Contributor Guide &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Contributor Guide &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/contribute';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/contribute.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Mentored Projects" href="projects.html" />
     <link rel="prev" title="Mission and Values" href="values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -537,7 +549,7 @@ Here are instructions for two popular environment managers:</p>
 <span class="c1"># Build and install networkx from source</span>
 <span class="n">pip</span> <span class="n">install</span> <span class="o">-</span><span class="n">e</span> <span class="o">.</span>
 <span class="c1"># Test your installation</span>
-<span class="n">PYTHONPATH</span><span class="o">=.</span> <span class="n">pytest</span> <span class="n">networkx</span>
+<span class="n">pytest</span> <span class="o">--</span><span class="n">pyargs</span> <span class="n">networkx</span>
 </pre></div>
 </div>
 </li>
@@ -557,7 +569,7 @@ Here are instructions for two popular environment managers:</p>
 <span class="c1"># Install networkx from source</span>
 <span class="n">pip</span> <span class="n">install</span> <span class="o">-</span><span class="n">e</span> <span class="o">.</span>
 <span class="c1"># Test your installation</span>
-<span class="n">PYTHONPATH</span><span class="o">=.</span> <span class="n">pytest</span> <span class="n">networkx</span>
+<span class="n">pytest</span> <span class="o">--</span><span class="n">pyargs</span> <span class="n">networkx</span>
 </pre></div>
 </div>
 </li>
@@ -938,7 +950,7 @@ and decorate it as follows:</p>
 <p>We also follow these policies:</p>
 <ul class="simple">
 <li><p><a class="reference internal" href="deprecations.html"><span class="doc">NetworkX deprecation policy</span></a></p></li>
-<li><p><span class="xref std std-doc">Python version support</span></p></li>
+<li><p><a class="reference external" href="https://numpy.org/neps/nep-0029-deprecation_policy.html" title="(in NumPy Enhancement Proposals)"><span class="xref std std-doc">Python version support</span></a></p></li>
 </ul>
 </section>
 </section>
@@ -956,6 +968,15 @@ and decorate it as follows:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1026,15 +1047,6 @@ and decorate it as follows:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/core_developer.html b/developer/core_developer.html
index 95e4cb23..64f74e33 100644
--- a/developer/core_developer.html
+++ b/developer/core_developer.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Core Developer Guide &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Core Developer Guide &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/core_developer';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/core_developer.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Release Process" href="release.html" />
     <link rel="prev" title="New Contributor FAQ" href="new_contributor_faq.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ list</a></p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -688,15 +709,6 @@ list</a></p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/deprecations.html b/developer/deprecations.html
index 38b193fa..95c45709 100644
--- a/developer/deprecations.html
+++ b/developer/deprecations.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Deprecations &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Deprecations &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/deprecations';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/deprecations.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Roadmap" href="roadmap.html" />
     <link rel="prev" title="Release Process" href="release.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -551,6 +563,13 @@ for the <code class="docutils literal notranslate"><span class="pre">scale_free_
 <span class="pre">and</span> <span class="pre">docstring</span> <span class="pre">in</span> <span class="pre">``node_link_data</span></code> and <code class="docutils literal notranslate"><span class="pre">node_link_graph</span></code>. Also the associated tests.</p></li>
 </ul>
 </section>
+<section id="version-3-3">
+<h3>Version 3.3<a class="headerlink" href="#version-3-3" title="Permalink to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Remove the <code class="docutils literal notranslate"><span class="pre">forest_str</span></code> function from <code class="docutils literal notranslate"><span class="pre">readwrite/text.py</span></code>. Replace
+existing usages with <code class="docutils literal notranslate"><span class="pre">write_network_text</span></code>.</p></li>
+</ul>
+</section>
 </section>
 </section>
 
@@ -567,6 +586,15 @@ for the <code class="docutils literal notranslate"><span class="pre">scale_free_
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -592,6 +620,11 @@ for the <code class="docutils literal notranslate"><span class="pre">scale_free_
      Version 3.2
     </a>
    </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#version-3-3">
+     Version 3.3
+    </a>
+   </li>
   </ul>
  </li>
 </ul>
@@ -601,15 +634,6 @@ for the <code class="docutils literal notranslate"><span class="pre">scale_free_
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/index.html b/developer/index.html
index 8a66634c..d4f779e0 100644
--- a/developer/index.html
+++ b/developer/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Developer &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Developer &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="About Us" href="about_us.html" />
     <link rel="prev" title="Print Graph" href="../auto_examples/subclass/plot_printgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -490,10 +502,10 @@
 <span id="id1"></span><h1>Developer<a class="headerlink" href="#developer" title="Permalink to this heading">#</a></h1>
 <dl class="field-list simple">
 <dt class="field-odd">Release<span class="colon">:</span></dt>
-<dd class="field-odd"><p>3.0rc2.dev0</p>
+<dd class="field-odd"><p>3.1rc1.dev0</p>
 </dd>
 <dt class="field-even">Date<span class="colon">:</span></dt>
-<dd class="field-even"><p>Jan 04, 2023</p>
+<dd class="field-even"><p>Feb 23, 2023</p>
 </dd>
 </dl>
 <div class="toctree-wrapper compound">
@@ -535,6 +547,8 @@
 </li>
 <li class="toctree-l1"><a class="reference internal" href="projects.html">Mentored Projects</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="projects.html#pedagogical-interactive-notebooks-for-algorithms-implemented-in-networkx">Pedagogical Interactive Notebooks for Algorithms Implemented in NetworkX</a></li>
+<li class="toctree-l2"><a class="reference internal" href="projects.html#visualization-api-with-matplotlib">Visualization API with Matplotlib</a></li>
+<li class="toctree-l2"><a class="reference internal" href="projects.html#incorporate-a-python-library-for-ismags-isomorphism-calculations">Incorporate a Python library for ISMAGs isomorphism calculations</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="projects.html#completed-projects">Completed Projects</a></li>
@@ -593,11 +607,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/developer/new_contributor_faq.html b/developer/new_contributor_faq.html
index 7471f66f..4b3bd7fa 100644
--- a/developer/new_contributor_faq.html
+++ b/developer/new_contributor_faq.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>New Contributor FAQ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>New Contributor FAQ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/new_contributor_faq';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/new_contributor_faq.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Core Developer Guide" href="core_developer.html" />
     <link rel="prev" title="Mentored Projects" href="projects.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -586,7 +598,7 @@ class is defined.</p>
 <a class="reference internal" href="../reference/generated/networkx.drawing.layout.kamada_kawai_layout.html#networkx.drawing.layout.kamada_kawai_layout" title="networkx.drawing.layout.kamada_kawai_layout"><code class="xref py py-obj docutils literal notranslate"><span class="pre">kamada_kawai_layout</span></code></a> function, so you need to know
 where it is defined. In an IPython terminal, you can use <code class="docutils literal notranslate"><span class="pre">?</span></code> — the source file is
 listed in the <code class="docutils literal notranslate"><span class="pre">File:</span></code> field:</p>
-<div class="highlight-ipython notranslate"><div class="highlight"><pre><span></span><span class="n">In</span> <span class="p">[</span><span class="mi">1</span><span class="p">]:</span> <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">In</span> <span class="p">[</span><span class="mi">1</span><span class="p">]:</span> <span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
 <span class="n">In</span> <span class="p">[</span><span class="mi">2</span><span class="p">]:</span> nx.kamada_kawai_layout<span class="o">?</span>
 </pre></div>
 </div>
@@ -625,6 +637,15 @@ citations is how well proposed additions fit the project <a class="reference int
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -662,15 +683,6 @@ citations is how well proposed additions fit the project <a class="reference int
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/nxeps/index.html b/developer/nxeps/index.html
index 3ebb5749..1bb931ef 100644
--- a/developer/nxeps/index.html
+++ b/developer/nxeps/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NXEPs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NXEPs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/nxeps/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/nxeps/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="NXEP 0 — Purpose and Process" href="nxep-0000.html" />
     <link rel="prev" title="Roadmap" href="../roadmap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -523,11 +535,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/developer/nxeps/nxep-0000.html b/developer/nxeps/nxep-0000.html
index b8742f5b..4ddfd8c9 100644
--- a/developer/nxeps/nxep-0000.html
+++ b/developer/nxeps/nxep-0000.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NXEP 0 — Purpose and Process &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NXEP 0 — Purpose and Process &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/nxeps/nxep-0000';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/nxeps/nxep-0000.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="NXEP 1 — Governance and Decision Making" href="nxep-0001.html" />
     <link rel="prev" title="NXEPs" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -501,7 +513,7 @@
 <dd class="field-odd"><p>Jarrod Millman &lt;<a class="reference external" href="mailto:millman&#37;&#52;&#48;berkeley&#46;edu">millman<span>&#64;</span>berkeley<span>&#46;</span>edu</a>&gt;</p>
 </dd>
 <dt class="field-even">Status<span class="colon">:</span></dt>
-<dd class="field-even"><p>Draft</p>
+<dd class="field-even"><p>Accepted</p>
 </dd>
 <dt class="field-odd">Type<span class="colon">:</span></dt>
 <dd class="field-odd"><p>Process</p>
@@ -745,6 +757,15 @@ for retrieving older revisions, and can also be browsed on
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -808,15 +829,6 @@ for retrieving older revisions, and can also be browsed on
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/nxeps/nxep-0001.html b/developer/nxeps/nxep-0001.html
index 87ecf2d5..b9f9b2c5 100644
--- a/developer/nxeps/nxep-0001.html
+++ b/developer/nxeps/nxep-0001.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NXEP 1 — Governance and Decision Making &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NXEP 1 — Governance and Decision Making &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/nxeps/nxep-0001';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/nxeps/nxep-0001.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="NXEP 2 — API design of view slices" href="nxep-0002.html" />
     <link rel="prev" title="NXEP 0 — Purpose and Process" href="nxep-0000.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -504,7 +516,7 @@
 <dd class="field-even"><p>Dan Schult &lt;<a class="reference external" href="mailto:dschult&#37;&#52;&#48;colgate&#46;edu">dschult<span>&#64;</span>colgate<span>&#46;</span>edu</a>&gt;</p>
 </dd>
 <dt class="field-odd">Status<span class="colon">:</span></dt>
-<dd class="field-odd"><p>Draft</p>
+<dd class="field-odd"><p>Accepted</p>
 </dd>
 <dt class="field-even">Type<span class="colon">:</span></dt>
 <dd class="field-even"><p>Process</p>
@@ -654,6 +666,15 @@ The workflow of a NXEP is detailed in <a class="reference internal" href="nxep-0
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -713,15 +734,6 @@ The workflow of a NXEP is detailed in <a class="reference internal" href="nxep-0
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/nxeps/nxep-0002.html b/developer/nxeps/nxep-0002.html
index fd8d9ba5..58a7326b 100644
--- a/developer/nxeps/nxep-0002.html
+++ b/developer/nxeps/nxep-0002.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NXEP 2 — API design of view slices &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NXEP 2 — API design of view slices &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/nxeps/nxep-0002';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/nxeps/nxep-0002.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="NXEP 3 — Graph Builders" href="nxep-0003.html" />
     <link rel="prev" title="NXEP 1 — Governance and Decision Making" href="nxep-0001.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -737,7 +749,7 @@ more convenient than <code class="docutils literal notranslate"><span class="pre
 respectively?
 Another complication involves choosing the names for the new methods.
 <code class="docutils literal notranslate"><span class="pre">head</span></code> and <code class="docutils literal notranslate"><span class="pre">tail</span></code> are intuitive for users coming from <code class="xref py py-obj docutils literal notranslate"><span class="pre">*nix</span></code> backgrounds
-and have been adopted by other popular libraries like <a class="reference external" href="https://pandas.pydata.org/pandas-docs/stable/index.html#module-pandas" title="(in pandas v1.5.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pandas</span></code></a>.
+and have been adopted by other popular libraries like <a class="reference external" href="https://pandas.pydata.org/pandas-docs/stable/index.html#module-pandas" title="(in pandas v1.5.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pandas</span></code></a>.
 However, <code class="docutils literal notranslate"><span class="pre">head</span></code> and <code class="docutils literal notranslate"><span class="pre">tail</span></code> also have meaning in the context of network
 science pertaining to e.g. graph edges.
 For example, a user might reasonably assume that <code class="docutils literal notranslate"><span class="pre">G.edges().tail()</span></code> would
@@ -815,6 +827,15 @@ discussion above. Users will now see <code class="xref py py-obj docutils litera
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -884,15 +905,6 @@ discussion above. Users will now see <code class="xref py py-obj docutils litera
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/nxeps/nxep-0003.html b/developer/nxeps/nxep-0003.html
index c17994d4..8ff180d4 100644
--- a/developer/nxeps/nxep-0003.html
+++ b/developer/nxeps/nxep-0003.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NXEP 3 — Graph Builders &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NXEP 3 — Graph Builders &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/nxeps/nxep-0003';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/nxeps/nxep-0003.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="NXEP 4 — Adopting numpy.random.Generator as default random interface" href="nxep-0004.html" />
     <link rel="prev" title="NXEP 2 — API design of view slices" href="nxep-0002.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -872,6 +884,15 @@ which built on discussion from
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -929,15 +950,6 @@ which built on discussion from
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/nxeps/nxep-0004.html b/developer/nxeps/nxep-0004.html
index baa8e7b7..6497f1a4 100644
--- a/developer/nxeps/nxep-0004.html
+++ b/developer/nxeps/nxep-0004.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NXEP 4 — Adopting numpy.random.Generator as default random interface &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NXEP 4 — Adopting numpy.random.Generator as default random interface &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/nxeps/nxep-0004';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/nxeps/nxep-0004.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="NXEP X — Template and Instructions" href="nxep-template.html" />
     <link rel="prev" title="NXEP 3 — Graph Builders" href="nxep-0003.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -520,12 +532,12 @@ that includes support for <a class="reference external" href="https://numpy.org/
 preferred package for random number generation.
 NumPy introduced a new interface in the <a class="reference external" href="https://numpy.org/doc/stable/reference/random/index.html#module-numpy.random" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.random</span></code></a> package in NumPy version
 1.17.
-According to <span class="xref std std-doc">NEP19</span>, the new interface based on
+According to <a class="reference external" href="https://numpy.org/neps/nep-0019-rng-policy.html" title="(in NumPy Enhancement Proposals)"><span class="xref std std-doc">NEP19</span></a>, the new interface based on
 <a class="reference external" href="https://numpy.org/doc/stable/reference/random/generator.html#numpy.random.Generator" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.random.Generator</span></code></a>
 is recommended over the legacy <a class="reference external" href="https://numpy.org/doc/stable/reference/random/legacy.html#numpy.random.RandomState" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.random.RandomState</span></code></a> as the former has
 <a class="reference external" href="https://www.pcg-random.org/index.html">better statistical properties</a>,
-<span class="xref std std-doc">more features</span>,
-and <span class="xref std std-doc">improved performance</span>.
+<a class="reference external" href="https://numpy.org/doc/stable/reference/random/new-or-different.html" title="(in NumPy v1.24)"><span class="xref std std-doc">more features</span></a>,
+and <a class="reference external" href="https://numpy.org/doc/stable/reference/random/performance.html" title="(in NumPy v1.24)"><span class="xref std std-doc">improved performance</span></a>.
 This NXEP proposes a strategy for adopting <a class="reference external" href="https://numpy.org/doc/stable/reference/random/generator.html#numpy.random.Generator" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.random.Generator</span></code></a> as the
 <strong>default</strong> interface for random number generation within NetworkX.</p>
 </section>
@@ -802,6 +814,15 @@ regarding the NXEP:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -859,15 +880,6 @@ regarding the NXEP:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/nxeps/nxep-template.html b/developer/nxeps/nxep-template.html
index 9633c893..9ba57589 100644
--- a/developer/nxeps/nxep-template.html
+++ b/developer/nxeps/nxep-template.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NXEP X — Template and Instructions &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NXEP X — Template and Instructions &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/nxeps/nxep-template';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/nxeps/nxep-template.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Releases" href="../../release/index.html" />
     <link rel="prev" title="NXEP 4 — Adopting numpy.random.Generator as default random interface" href="nxep-0004.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -593,6 +605,15 @@ regarding the NXEP:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ regarding the NXEP:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/projects.html b/developer/projects.html
index 02ef3740..a20d9831 100644
--- a/developer/projects.html
+++ b/developer/projects.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Mentored Projects &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Mentored Projects &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/projects';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/projects.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="New Contributor FAQ" href="new_contributor_faq.html" />
     <link rel="prev" title="Contributor Guide" href="contribute.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -510,10 +522,9 @@ and encourage them to delve further into the topic.</p></li>
 <li><p>Expected Outcome: A collection of Interactive Jupyter notebooks which
 explain and explore network algorithms to readers and users of NetworkX.
 For example, see this notebook on
-<span class="xref std std-doc">Random Geometric Graphs</span></p></li>
+<a class="reference external" href="https://networkx.org/nx-guides/content/generators/geometric.html" title="(in nx-guides)"><span class="xref std std-doc">Geometric Generator Models</span></a></p></li>
 <li><p>Complexity: Depending on the algorithms you are interested to work on.</p></li>
-<li><p>Interested Mentors: <a class="reference external" href="https://github.com/dschult/">&#64;dschult</a>,
-<a class="reference external" href="https://github.com/MridulS/">&#64;MridulS</a>,
+<li><p>Interested Mentors: <a class="reference external" href="https://github.com/MridulS/">&#64;MridulS</a>,
 <a class="reference external" href="https://github.com/rossbar/">&#64;rossbar</a></p></li>
 <li><p>Expected time commitment: This project can be either a medium project (~175 hours)
 or a large project (~350 hours). The contributor is expected to contribute 2-3
@@ -521,6 +532,40 @@ pedagogical interactive notebooks for the medium duration project and 4-5 notebo
 for the long duration project.</p></li>
 </ul>
 </section>
+<section id="visualization-api-with-matplotlib">
+<h2>Visualization API with Matplotlib<a class="headerlink" href="#visualization-api-with-matplotlib" title="Permalink to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Abstract: NetworkX has some basic drawing tools that use Matplotlib to render the
+images. The API hasn’t changed while Matplotlib has changed. Also we have added or
+are trying to add new features especially with regard to plotting edges. We’d like
+someone to read a lot about what we offer and also what Matplotlib offers, and
+come up with a nice way for users to draw graphs flexibly and yet with good defaults.
+There is little chace just a broad topic could be completed in one summer, but a
+roadmap and substantial headway on that road is possible.</p></li>
+<li><p>Recommended Skills: Python, matplotlib experience.</p></li>
+<li><p>Expected Outcome: A roadmap for a refined API for the matplotlib tools within NetworkX
+as well as code in the form of PR(s) which implement (part of) that API with tests.</p></li>
+<li><p>Interested Mentors: <a class="reference external" href="https://github.com/dschult/">&#64;dschult</a>,</p></li>
+<li><p>Expected time commitment: This project will be a full time 10 week project (~350 hrs).</p></li>
+</ul>
+</section>
+<section id="incorporate-a-python-library-for-ismags-isomorphism-calculations">
+<h2>Incorporate a Python library for ISMAGs isomorphism calculations<a class="headerlink" href="#incorporate-a-python-library-for-ismags-isomorphism-calculations" title="Permalink to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Abstract: A team from Sandia Labs has converted the original java implementation of
+the ISMAGS isomorphism routines to Python. They have invited us to incorporate that
+code into NetworkX if we are interested. We’d like someone to learn the ISMAGS code
+we currently provide, and the code from this new library and figure out what the
+best combination is to include in NetworkX moving forward. That could be two separate
+subpackages of tools, or more likely a combination of the two sets of code, or a
+third incantation that combines good features from each.</p></li>
+<li><p>Recommended Skills: Python, graph algorithms.</p></li>
+<li><p>Expected Outcome: A plan for how to best incorporate ISMAGS into NetworkX along
+with code to do that incorporation.</p></li>
+<li><p>Interested Mentors: <a class="reference external" href="https://github.com/dschult/">&#64;dschult</a>,</p></li>
+<li><p>Expected time commitment: This project will be a full time 10 week project (~350 hrs).</p></li>
+</ul>
+</section>
 </section>
 <section id="completed-projects">
 <h1>Completed Projects<a class="headerlink" href="#completed-projects" title="Permalink to this heading">#</a></h1>
@@ -529,7 +574,7 @@ for the long duration project.</p></li>
 <dt><a class="reference external" href="https://github.com/networkx/networkx/pull/5788">VF2++ algorithm for graph isomorphism</a></dt><dd><ul>
 <li><p>Program: Google Summer of Code 2022</p></li>
 <li><p>Contributor: <a class="reference external" href="https://github.com/kpetridis24/">&#64;kpetridis24</a></p></li>
-<li><p>Link to Proposal: <a href="#id1"><span class="problematic" id="id2">`GSoC 2022: VF2++ Algorithm &lt;https://github.com/networkx/archive/blob/main/proposals-gsoc/GSoC-2022-VF2plusplus-isomorphism.pdf`_</span></a></p></li>
+<li><p>Link to Proposal: <a class="reference external" href="https://github.com/networkx/archive/blob/main/proposals-gsoc/GSoC-2022-VF2plusplus-isomorphism.pdf">GSoC 2022: VF2++ Algorithm</a></p></li>
 </ul>
 </dd>
 </dl>
@@ -602,6 +647,15 @@ for the long duration project.</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -617,6 +671,16 @@ for the long duration project.</p></li>
      Pedagogical Interactive Notebooks for Algorithms Implemented in NetworkX
     </a>
    </li>
+   <li class="toc-h2 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#visualization-api-with-matplotlib">
+     Visualization API with Matplotlib
+    </a>
+   </li>
+   <li class="toc-h2 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#incorporate-a-python-library-for-ismags-isomorphism-calculations">
+     Incorporate a Python library for ISMAGs isomorphism calculations
+    </a>
+   </li>
   </ul>
  </li>
  <li class="toc-h1 nav-item toc-entry">
@@ -631,15 +695,6 @@ for the long duration project.</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/release.html b/developer/release.html
index 32dc239b..b0a3d30f 100644
--- a/developer/release.html
+++ b/developer/release.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Release Process &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Release Process &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/release';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/release.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Deprecations" href="deprecations.html" />
     <link rel="prev" title="Core Developer Guide" href="core_developer.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -634,11 +646,11 @@ creates headaches.</p></li>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/developer/roadmap.html b/developer/roadmap.html
index 9957611c..5a260015 100644
--- a/developer/roadmap.html
+++ b/developer/roadmap.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Roadmap &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Roadmap &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/roadmap';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/roadmap.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NXEPs" href="nxeps/index.html" />
     <link rel="prev" title="Deprecations" href="deprecations.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -599,6 +611,15 @@ We need to enhance the drawing tools for NetworkX.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ We need to enhance the drawing tools for NetworkX.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/team.html b/developer/team.html
index 79160625..7fb597f4 100644
--- a/developer/team.html
+++ b/developer/team.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Core Developers &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Core Developers &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/team';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/team.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -408,7 +420,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -711,6 +723,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -733,15 +754,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/developer/values.html b/developer/values.html
index 68293ee7..ce650e7b 100644
--- a/developer/values.html
+++ b/developer/values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Mission and Values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Mission and Values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'developer/values';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/developer/values.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Contributor Guide" href="contribute.html" />
     <link rel="prev" title="Code of Conduct" href="code_of_conduct.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@ function is used in a scientific application.</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -579,15 +600,6 @@ function is used in a scientific application.</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/genindex.html b/genindex.html
index 160ac70c..9c16085e 100644
--- a/genindex.html
+++ b/genindex.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Index &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Index &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,12 +46,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'genindex';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/genindex.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="_static/opensearch.xml"/>
     <link rel="index" title="Index" href="#" />
     <link rel="search" title="Search" href="search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -93,6 +99,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -244,7 +256,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -407,7 +419,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1506,6 +1518,8 @@
 </li>
       <li><a href="reference/readwrite/generated/networkx.readwrite.multiline_adjlist.generate_multiline_adjlist.html#networkx.readwrite.multiline_adjlist.generate_multiline_adjlist">generate_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)</a>
 </li>
+      <li><a href="reference/readwrite/generated/networkx.readwrite.text.generate_network_text.html#networkx.readwrite.text.generate_network_text">generate_network_text() (in module networkx.readwrite.text)</a>
+</li>
       <li><a href="reference/readwrite/generated/networkx.readwrite.pajek.generate_pajek.html#networkx.readwrite.pajek.generate_pajek">generate_pajek() (in module networkx.readwrite.pajek)</a>
 </li>
       <li><a href="reference/algorithms/generated/networkx.algorithms.similarity.generate_random_paths.html#networkx.algorithms.similarity.generate_random_paths">generate_random_paths() (in module networkx.algorithms.similarity)</a>
@@ -2052,6 +2066,8 @@
 </li>
       <li><a href="reference/generated/networkx.generators.classic.ladder_graph.html#networkx.generators.classic.ladder_graph">ladder_graph() (in module networkx.generators.classic)</a>
 </li>
+      <li><a href="reference/algorithms/generated/networkx.algorithms.centrality.laplacian_centrality.html#networkx.algorithms.centrality.laplacian_centrality">laplacian_centrality() (in module networkx.algorithms.centrality)</a>
+</li>
       <li><a href="reference/generated/networkx.linalg.laplacianmatrix.laplacian_matrix.html#networkx.linalg.laplacianmatrix.laplacian_matrix">laplacian_matrix() (in module networkx.linalg.laplacianmatrix)</a>
 </li>
       <li><a href="reference/generated/networkx.linalg.spectrum.laplacian_spectrum.html#networkx.linalg.spectrum.laplacian_spectrum">laplacian_spectrum() (in module networkx.linalg.spectrum)</a>
@@ -2076,10 +2092,10 @@
 </li>
       <li><a href="reference/generated/networkx.generators.line.line_graph.html#networkx.generators.line.line_graph">line_graph() (in module networkx.generators.line)</a>
 </li>
-      <li><a href="reference/readwrite/generated/networkx.readwrite.gml.literal_destringizer.html#networkx.readwrite.gml.literal_destringizer">literal_destringizer() (in module networkx.readwrite.gml)</a>
-</li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/readwrite/generated/networkx.readwrite.gml.literal_destringizer.html#networkx.readwrite.gml.literal_destringizer">literal_destringizer() (in module networkx.readwrite.gml)</a>
+</li>
       <li><a href="reference/readwrite/generated/networkx.readwrite.gml.literal_stringizer.html#networkx.readwrite.gml.literal_stringizer">literal_stringizer() (in module networkx.readwrite.gml)</a>
 </li>
       <li><a href="reference/algorithms/generated/networkx.algorithms.centrality.load_centrality.html#networkx.algorithms.centrality.load_centrality">load_centrality() (in module networkx.algorithms.centrality)</a>
@@ -2604,6 +2620,8 @@
 </li>
         <li><a href="reference/readwrite/sparsegraph6.html#module-networkx.readwrite.sparse6">networkx.readwrite.sparse6</a>
 </li>
+        <li><a href="reference/readwrite/text.html#module-networkx.readwrite.text">networkx.readwrite.text</a>
+</li>
         <li><a href="reference/relabel.html#module-networkx.relabel">networkx.relabel</a>
 </li>
         <li><a href="reference/utils.html#module-networkx.utils">networkx.utils</a>
@@ -3482,8 +3500,6 @@
         <li><a href="reference/algorithms/structuralholes.html#module-networkx.algorithms.structuralholes">module</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     networkx.algorithms.summarization
 
@@ -3491,6 +3507,8 @@
         <li><a href="reference/algorithms/summarization.html#module-networkx.algorithms.summarization">module</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     networkx.algorithms.swap
 
@@ -4031,6 +4049,13 @@
 </li>
       </ul></li>
       <li>
+    networkx.readwrite.text
+
+      <ul>
+        <li><a href="reference/readwrite/text.html#module-networkx.readwrite.text">module</a>
+</li>
+      </ul></li>
+      <li>
     networkx.relabel
 
       <ul>
@@ -4369,6 +4394,8 @@
       <li><a href="reference/classes/generated/networkx.DiGraph.pred.html#networkx.DiGraph.pred">pred (DiGraph property)</a>
 
       <ul>
+        <li><a href="reference/classes/generated/networkx.MultiDiGraph.pred.html#networkx.MultiDiGraph.pred">(MultiDiGraph property)</a>
+</li>
         <li><a href="reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.pred.html#networkx.algorithms.planarity.PlanarEmbedding.pred">(PlanarEmbedding property)</a>
 </li>
       </ul></li>
@@ -5072,14 +5099,14 @@
 </li>
       <li><a href="reference/readwrite/generated/networkx.readwrite.adjlist.write_adjlist.html#networkx.readwrite.adjlist.write_adjlist">write_adjlist() (in module networkx.readwrite.adjlist)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/generated/networkx.drawing.nx_agraph.write_dot.html#networkx.drawing.nx_agraph.write_dot">write_dot() (in module networkx.drawing.nx_agraph)</a>
 
       <ul>
         <li><a href="reference/generated/networkx.drawing.nx_pydot.write_dot.html#networkx.drawing.nx_pydot.write_dot">(in module networkx.drawing.nx_pydot)</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.write_edgelist.html#networkx.algorithms.bipartite.edgelist.write_edgelist">write_edgelist() (in module networkx.algorithms.bipartite.edgelist)</a>
 
       <ul>
@@ -5098,6 +5125,8 @@
 </li>
       <li><a href="reference/readwrite/generated/networkx.readwrite.multiline_adjlist.write_multiline_adjlist.html#networkx.readwrite.multiline_adjlist.write_multiline_adjlist">write_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)</a>
 </li>
+      <li><a href="reference/readwrite/generated/networkx.readwrite.text.write_network_text.html#networkx.readwrite.text.write_network_text">write_network_text() (in module networkx.readwrite.text)</a>
+</li>
       <li><a href="reference/readwrite/generated/networkx.readwrite.pajek.write_pajek.html#networkx.readwrite.pajek.write_pajek">write_pajek() (in module networkx.readwrite.pajek)</a>
 </li>
       <li><a href="reference/readwrite/generated/networkx.readwrite.sparse6.write_sparse6.html#networkx.readwrite.sparse6.write_sparse6">write_sparse6() (in module networkx.readwrite.sparse6)</a>
@@ -5129,11 +5158,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/index.html b/index.html
index d1f3f24d..2678af3e 100644
--- a/index.html
+++ b/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Software for Complex Networks &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Software for Complex Networks &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,13 +47,19 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="_static/opensearch.xml"/>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Install" href="install.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -95,6 +101,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -246,7 +258,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -409,7 +421,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,10 +473,10 @@
 <span id="contents"></span><h1>Software for Complex Networks<a class="headerlink" href="#software-for-complex-networks" title="Permalink to this heading">#</a></h1>
 <dl class="field-list simple">
 <dt class="field-odd">Release<span class="colon">:</span></dt>
-<dd class="field-odd"><p>3.0rc2.dev0</p>
+<dd class="field-odd"><p>3.1rc1.dev0</p>
 </dd>
 <dt class="field-even">Date<span class="colon">:</span></dt>
-<dd class="field-even"><p>Jan 04, 2023</p>
+<dd class="field-even"><p>Feb 23, 2023</p>
 </dd>
 </dl>
 <p>NetworkX is a Python package for the creation, manipulation, and study
@@ -634,6 +646,15 @@ Addison Wesley Professional, 3rd ed., 2001.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -671,15 +692,6 @@ Addison Wesley Professional, 3rd ed., 2001.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/install.html b/install.html
index 431730db..f3f308ff 100644
--- a/install.html
+++ b/install.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Install &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Install &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'install';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/install.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="_static/opensearch.xml"/>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Tutorial" href="tutorial.html" />
     <link rel="prev" title="Software for Complex Networks" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -589,6 +601,15 @@ about pytest on their <a class="reference external" href="https://pytest.org">ho
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ about pytest on their <a class="reference external" href="https://pytest.org">ho
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/objects.inv b/objects.inv
index 7adc0732..f5a13498 100644
--- a/objects.inv
+++ b/objects.inv
diff --git a/py-modindex.html b/py-modindex.html
index c2074e64..eebb6400 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -5,7 +5,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Python Module Index &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Python Module Index &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -46,13 +46,19 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'py-modindex';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/py-modindex.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="_static/opensearch.xml"/>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
 
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
 
 
   </head>
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1490,6 +1502,11 @@
        <td>&#160;&#160;&#160;
        <a href="reference/readwrite/sparsegraph6.html#module-networkx.readwrite.sparse6"><code class="xref">networkx.readwrite.sparse6</code></a></td><td>
        <em></em></td></tr>
+     <tr class="cg-6">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="reference/readwrite/text.html#module-networkx.readwrite.text"><code class="xref">networkx.readwrite.text</code></a></td><td>
+       <em></em></td></tr>
      <tr>
        <td></td>
        <td>
@@ -1549,11 +1566,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/approximation.html b/reference/algorithms/approximation.html
index 752d044f..e45c196a 100644
--- a/reference/algorithms/approximation.html
+++ b/reference/algorithms/approximation.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Approximations and Heuristics &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Approximations and Heuristics &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/approximation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/approximation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="all_pairs_node_connectivity" href="generated/networkx.algorithms.approximation.connectivity.all_pairs_node_connectivity.html" />
     <link rel="prev" title="Algorithms" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -561,14 +573,13 @@
   <section id="module-networkx.algorithms.approximation">
 <span id="approximations-and-heuristics"></span><h1>Approximations and Heuristics<a class="headerlink" href="#module-networkx.algorithms.approximation" title="Permalink to this heading">#</a></h1>
 <p>Approximations of graph properties and Heuristic methods for optimization.</p>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>These functions are not imported in the top-level of <code class="docutils literal notranslate"><span class="pre">networkx</span></code></p>
+<p>The functions in this class are not imported into the top-level <code class="docutils literal notranslate"><span class="pre">networkx</span></code>
+namespace so the easiest way to use them is with:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">networkx.algorithms</span> <span class="kn">import</span> <span class="n">approximation</span>
+</pre></div>
 </div>
-<p>These functions can be accessed using
-<code class="docutils literal notranslate"><span class="pre">networkx.approximation.function_name</span></code></p>
-<p>They can be imported using <code class="docutils literal notranslate"><span class="pre">from</span> <span class="pre">networkx.algorithms</span> <span class="pre">import</span> <span class="pre">approximation</span></code>
-or <code class="docutils literal notranslate"><span class="pre">from</span> <span class="pre">networkx.algorithms.approximation</span> <span class="pre">import</span> <span class="pre">function_name</span></code></p>
+<p>Another option is to import the specific function with
+<code class="docutils literal notranslate"><span class="pre">from</span> <span class="pre">networkx.algorithms.approximation</span> <span class="pre">import</span> <span class="pre">function_name</span></code>.</p>
 <section id="module-networkx.algorithms.approximation.connectivity">
 <span id="connectivity"></span><h2>Connectivity<a class="headerlink" href="#module-networkx.algorithms.approximation.connectivity" title="Permalink to this heading">#</a></h2>
 <p>Fast approximation for node connectivity</p>
@@ -834,6 +845,15 @@ is incident to at least one node in the subset.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -918,15 +938,6 @@ is incident to at least one node in the subset.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/assortativity.html b/reference/algorithms/assortativity.html
index 90bc55a4..ec74059f 100644
--- a/reference/algorithms/assortativity.html
+++ b/reference/algorithms/assortativity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Assortativity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Assortativity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/assortativity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/assortativity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="degree_assortativity_coefficient" href="generated/networkx.algorithms.assortativity.degree_assortativity_coefficient.html" />
     <link rel="prev" title="one_exchange" href="generated/networkx.algorithms.approximation.maxcut.one_exchange.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -690,15 +711,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/asteroidal.html b/reference/algorithms/asteroidal.html
index ba8ace0f..7570d49f 100644
--- a/reference/algorithms/asteroidal.html
+++ b/reference/algorithms/asteroidal.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Asteroidal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Asteroidal &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/asteroidal';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/asteroidal.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_at_free" href="generated/networkx.algorithms.asteroidal.is_at_free.html" />
     <link rel="prev" title="node_degree_xy" href="generated/networkx.algorithms.assortativity.node_degree_xy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,11 +606,11 @@ independent set and coloring.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/bipartite.html b/reference/algorithms/bipartite.html
index 41f99a26..e79e72f7 100644
--- a/reference/algorithms/bipartite.html
+++ b/reference/algorithms/bipartite.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Bipartite &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Bipartite &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/bipartite';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/bipartite.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_bipartite" href="generated/networkx.algorithms.bipartite.basic.is_bipartite.html" />
     <link rel="prev" title="find_asteroidal_triple" href="generated/networkx.algorithms.asteroidal.find_asteroidal_triple.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -888,6 +900,15 @@ edges included in the matching is minimal.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -962,15 +983,6 @@ edges included in the matching is minimal.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/boundary.html b/reference/algorithms/boundary.html
index d37fa182..db280709 100644
--- a/reference/algorithms/boundary.html
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@@ -6,7 +6,7 @@
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-    <title>Boundary &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Boundary &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/boundary.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="min_edge_cover" href="generated/networkx.algorithms.bipartite.covering.min_edge_cover.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -591,11 +603,11 @@ nodes in <em>S</em> that are outside <em>S</em>.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/bridges.html b/reference/algorithms/bridges.html
index 8e9893db..0c912cfa 100644
--- a/reference/algorithms/bridges.html
+++ b/reference/algorithms/bridges.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Bridges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Bridges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/bridges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="bridges" href="generated/networkx.algorithms.bridges.bridges.html" />
     <link rel="prev" title="node_boundary" href="generated/networkx.algorithms.boundary.node_boundary.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -589,11 +601,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/centrality.html b/reference/algorithms/centrality.html
index 6918c6f3..ac4f7643 100644
--- a/reference/algorithms/centrality.html
+++ b/reference/algorithms/centrality.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/centrality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/centrality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="degree_centrality" href="generated/networkx.algorithms.centrality.degree_centrality.html" />
     <link rel="prev" title="local_bridges" href="generated/networkx.algorithms.bridges.local_bridges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -806,6 +818,16 @@
 </tbody>
 </table>
 </section>
+<section id="laplacian">
+<h2>Laplacian<a class="headerlink" href="#laplacian" title="Permalink to this heading">#</a></h2>
+<table class="autosummary longtable table autosummary">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="generated/networkx.algorithms.centrality.laplacian_centrality.html#networkx.algorithms.centrality.laplacian_centrality" title="networkx.algorithms.centrality.laplacian_centrality"><code class="xref py py-obj docutils literal notranslate"><span class="pre">laplacian_centrality</span></code></a>(G[, normalized, ...])</p></td>
+<td><p>Compute the Laplacian centrality for nodes in the graph <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code>.</p></td>
+</tr>
+</tbody>
+</table>
+</section>
 </section>
 
 
@@ -821,6 +843,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -911,6 +942,11 @@
    VoteRank
   </a>
  </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#laplacian">
+   Laplacian
+  </a>
+ </li>
 </ul>
 
 </nav>
@@ -918,15 +954,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/chains.html b/reference/algorithms/chains.html
index 76c06a7d..d0d2819a 100644
--- a/reference/algorithms/chains.html
+++ b/reference/algorithms/chains.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Chains &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Chains &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/chains';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/chains.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="chain_decomposition" href="generated/networkx.algorithms.chains.chain_decomposition.html" />
-    <link rel="prev" title="voterank" href="generated/networkx.algorithms.centrality.voterank.html" />
+    <link rel="prev" title="laplacian_centrality" href="generated/networkx.algorithms.centrality.laplacian_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/chordal.html b/reference/algorithms/chordal.html
index bda0a0b5..8aee5d3b 100644
--- a/reference/algorithms/chordal.html
+++ b/reference/algorithms/chordal.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Chordal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Chordal &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/chordal';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/chordal.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_chordal" href="generated/networkx.algorithms.chordal.is_chordal.html" />
     <link rel="prev" title="chain_decomposition" href="generated/networkx.algorithms.chains.chain_decomposition.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,11 +610,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/clique.html b/reference/algorithms/clique.html
index 81554848..d86bb2e0 100644
--- a/reference/algorithms/clique.html
+++ b/reference/algorithms/clique.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Clique &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Clique &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/clique';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/clique.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="enumerate_all_cliques" href="generated/networkx.algorithms.clique.enumerate_all_cliques.html" />
     <link rel="prev" title="find_induced_nodes" href="generated/networkx.algorithms.chordal.find_induced_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -622,11 +634,11 @@ see the Wikipedia article on the clique problem <a class="reference internal" hr
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/clustering.html b/reference/algorithms/clustering.html
index 73f2ded0..6fa1ec39 100644
--- a/reference/algorithms/clustering.html
+++ b/reference/algorithms/clustering.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Clustering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Clustering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/clustering';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/clustering.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="triangles" href="generated/networkx.algorithms.cluster.triangles.html" />
     <link rel="prev" title="max_weight_clique" href="generated/networkx.algorithms.clique.max_weight_clique.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,11 +610,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/coloring.html b/reference/algorithms/coloring.html
index 851ba979..d54742f9 100644
--- a/reference/algorithms/coloring.html
+++ b/reference/algorithms/coloring.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Coloring &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Coloring &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/coloring';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/coloring.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="greedy_color" href="generated/networkx.algorithms.coloring.greedy_color.html" />
     <link rel="prev" title="generalized_degree" href="generated/networkx.algorithms.cluster.generalized_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,11 +626,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/communicability_alg.html b/reference/algorithms/communicability_alg.html
index f47facd3..1126dd9c 100644
--- a/reference/algorithms/communicability_alg.html
+++ b/reference/algorithms/communicability_alg.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Communicability &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Communicability &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/communicability_alg';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/communicability_alg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="communicability" href="generated/networkx.algorithms.communicability_alg.communicability.html" />
     <link rel="prev" title="strategy_smallest_last" href="generated/networkx.algorithms.coloring.strategy_smallest_last.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -586,11 +598,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/community.html b/reference/algorithms/community.html
index 2a03755f..83ee7ec0 100644
--- a/reference/algorithms/community.html
+++ b/reference/algorithms/community.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Communities &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Communities &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/community';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/community.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="kernighan_lin_bisection" href="generated/networkx.algorithms.community.kernighan_lin.kernighan_lin_bisection.html" />
     <link rel="prev" title="communicability_exp" href="generated/networkx.algorithms.communicability_alg.communicability_exp.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -712,6 +724,15 @@ communities).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -774,15 +795,6 @@ communities).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/component.html b/reference/algorithms/component.html
index 2b2bda69..34e23b68 100644
--- a/reference/algorithms/component.html
+++ b/reference/algorithms/component.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/component';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/component.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_connected" href="generated/networkx.algorithms.components.is_connected.html" />
     <link rel="prev" title="is_partition" href="generated/networkx.algorithms.community.community_utils.is_partition.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -680,6 +692,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -722,15 +743,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/connectivity.html b/reference/algorithms/connectivity.html
index 969d937c..4debe1d2 100644
--- a/reference/algorithms/connectivity.html
+++ b/reference/algorithms/connectivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="k_edge_augmentation" href="generated/networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation.html" />
     <link rel="prev" title="is_semiconnected" href="generated/networkx.algorithms.components.is_semiconnected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -735,6 +747,15 @@ least k.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -799,15 +820,6 @@ least k.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/core.html b/reference/algorithms/core.html
index b0be1659..23543e56 100644
--- a/reference/algorithms/core.html
+++ b/reference/algorithms/core.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Cores &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Cores &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/core';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/core.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="core_number" href="generated/networkx.algorithms.core.core_number.html" />
     <link rel="prev" title="build_auxiliary_node_connectivity" href="generated/networkx.algorithms.connectivity.utils.build_auxiliary_node_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -619,11 +631,11 @@ Scientific Reports 6, 31708 (2016)
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/covering.html b/reference/algorithms/covering.html
index 61eea6d1..cfbb3429 100644
--- a/reference/algorithms/covering.html
+++ b/reference/algorithms/covering.html
@@ -6,7 +6,7 @@
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-    <title>Covering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Covering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="onion_layers" href="generated/networkx.algorithms.core.onion_layers.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -586,11 +598,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/cuts.html b/reference/algorithms/cuts.html
index 61e3bf90..8ab38850 100644
--- a/reference/algorithms/cuts.html
+++ b/reference/algorithms/cuts.html
@@ -6,7 +6,7 @@
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-    <title>Cuts &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Cuts &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/cuts';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/cuts.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="minimum_cycle_basis" href="generated/networkx.algorithms.cycles.minimum_cycle_basis.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -604,11 +616,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/cycles.html b/reference/algorithms/cycles.html
index 254fa011..dd5c7ab3 100644
--- a/reference/algorithms/cycles.html
+++ b/reference/algorithms/cycles.html
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-    <title>Cycles &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Cycles &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/cycles';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/cycles.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="is_edge_cover" href="generated/networkx.algorithms.covering.is_edge_cover.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -594,11 +606,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/d_separation.html b/reference/algorithms/d_separation.html
index a83bc205..aca1afba 100644
--- a/reference/algorithms/d_separation.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>D-Separation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>D-Separation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/d_separation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/d_separation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="volume" href="generated/networkx.algorithms.cuts.volume.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -700,6 +712,15 @@ Probabilistic graphical models: principles and techniques. The MIT Press.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -737,15 +758,6 @@ Probabilistic graphical models: principles and techniques. The MIT Press.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/dag.html b/reference/algorithms/dag.html
index 0a49ab51..24bd30fd 100644
--- a/reference/algorithms/dag.html
+++ b/reference/algorithms/dag.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Directed Acyclic Graphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Directed Acyclic Graphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="d_separated" href="generated/networkx.algorithms.d_separation.d_separated.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -628,11 +640,11 @@ to the user to check for that.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/distance_measures.html b/reference/algorithms/distance_measures.html
index 4d78453e..ab0f9343 100644
--- a/reference/algorithms/distance_measures.html
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@@ -6,7 +6,7 @@
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-    <title>Distance Measures &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Distance Measures &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/distance_measures.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="barycenter" href="generated/networkx.algorithms.distance_measures.barycenter.html" />
     <link rel="prev" title="dag_to_branching" href="generated/networkx.algorithms.dag.dag_to_branching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -601,11 +613,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/distance_regular.html b/reference/algorithms/distance_regular.html
index f9366612..ede3943f 100644
--- a/reference/algorithms/distance_regular.html
+++ b/reference/algorithms/distance_regular.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Distance-Regular Graphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Distance-Regular Graphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_distance_regular" href="generated/networkx.algorithms.distance_regular.is_distance_regular.html" />
     <link rel="prev" title="resistance_distance" href="generated/networkx.algorithms.distance_measures.resistance_distance.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -591,11 +603,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/dominance.html b/reference/algorithms/dominance.html
index 17211b6f..45dd95c3 100644
--- a/reference/algorithms/dominance.html
+++ b/reference/algorithms/dominance.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>Dominance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Dominance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="immediate_dominators" href="generated/networkx.algorithms.dominance.immediate_dominators.html" />
     <link rel="prev" title="global_parameters" href="generated/networkx.algorithms.distance_regular.global_parameters.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -586,11 +598,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/dominating.html b/reference/algorithms/dominating.html
index b6fd405b..832b37f3 100644
--- a/reference/algorithms/dominating.html
+++ b/reference/algorithms/dominating.html
@@ -6,7 +6,7 @@
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-    <title>Dominating Sets &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Dominating Sets &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/dominating';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/dominating.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="dominating_set" href="generated/networkx.algorithms.dominating.dominating_set.html" />
     <link rel="prev" title="dominance_frontiers" href="generated/networkx.algorithms.dominance.dominance_frontiers.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -586,11 +598,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/efficiency_measures.html b/reference/algorithms/efficiency_measures.html
index 349ee6fb..f6df2839 100644
--- a/reference/algorithms/efficiency_measures.html
+++ b/reference/algorithms/efficiency_measures.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>Efficiency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Efficiency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/efficiency_measures';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/efficiency_measures.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="efficiency" href="generated/networkx.algorithms.efficiency_measures.efficiency.html" />
     <link rel="prev" title="is_dominating_set" href="generated/networkx.algorithms.dominating.is_dominating_set.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/euler.html b/reference/algorithms/euler.html
index 64657957..3d9b4fec 100644
--- a/reference/algorithms/euler.html
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-    <title>Eulerian &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Eulerian &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/euler';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/euler.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_eulerian" href="generated/networkx.algorithms.euler.is_eulerian.html" />
     <link rel="prev" title="global_efficiency" href="generated/networkx.algorithms.efficiency_measures.global_efficiency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/flow.html b/reference/algorithms/flow.html
index d0cb1b48..edbaf05d 100644
--- a/reference/algorithms/flow.html
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-    <title>Flows &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Flows &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/flow';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="eulerian_path" href="generated/networkx.algorithms.euler.eulerian_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -696,6 +708,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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 </div>
@@ -758,15 +779,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-  
-</div>
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 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.construct.html b/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.construct.html
index 75ddf76c..f07fba07 100644
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-    <title>EdgeComponentAuxGraph.construct &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>EdgeComponentAuxGraph.construct &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="EdgeComponentAuxGraph.k_edge_components" href="networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_components.html" />
     <link rel="prev" title="networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph" href="../networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -599,6 +611,15 @@ node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -620,15 +641,6 @@ node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_components.html b/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_components.html
index 3ca969d7..43e08dc2 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_components.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>EdgeComponentAuxGraph.k_edge_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>EdgeComponentAuxGraph.k_edge_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_components';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="EdgeComponentAuxGraph.k_edge_subgraphs" href="networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs.html" />
     <link rel="prev" title="EdgeComponentAuxGraph.construct" href="networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.construct.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -599,6 +611,15 @@ k-edge-ccs in the original graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -620,15 +641,6 @@ k-edge-ccs in the original graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs.html b/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs.html
index 7b9bf8d4..1921ea34 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>EdgeComponentAuxGraph.k_edge_subgraphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>EdgeComponentAuxGraph.k_edge_subgraphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="k_components" href="../networkx.algorithms.connectivity.kcomponents.k_components.html" />
     <link rel="prev" title="EdgeComponentAuxGraph.k_edge_components" href="networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,6 +613,15 @@ then use this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -622,15 +643,6 @@ then use this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry.html b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry.html
index 1bdd030b..73cb03f5 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>ISMAGS.analyze_symmetry &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ISMAGS.analyze_symmetry &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="ISMAGS.find_isomorphisms" href="networkx.algorithms.isomorphism.ISMAGS.find_isomorphisms.html" />
     <link rel="prev" title="networkx.algorithms.isomorphism.ISMAGS" href="../networkx.algorithms.isomorphism.ISMAGS.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -571,7 +583,7 @@ given by <code class="xref py py-obj docutils literal notranslate"><span class="
 <dd class="field-odd"><dl class="simple">
 <dt><strong>graph</strong><span class="classifier">networkx.Graph</span></dt><dd><p>The graph whose symmetry should be analyzed.</p>
 </dd>
-<dt><strong>node_partitions</strong><span class="classifier">list of sets</span></dt><dd><p>A list of sets containining node keys. Node keys in the same set
+<dt><strong>node_partitions</strong><span class="classifier">list of sets</span></dt><dd><p>A list of sets containing node keys. Node keys in the same set
 are considered equivalent. Every node key in <code class="xref py py-obj docutils literal notranslate"><span class="pre">graph</span></code> should be in
 exactly one of the sets. If all nodes are equivalent, this should
 be <code class="docutils literal notranslate"><span class="pre">[set(graph.nodes)]</span></code>.</p>
@@ -612,6 +624,15 @@ without changing nodes less than <code class="docutils literal notranslate"><spa
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ without changing nodes less than <code class="docutils literal notranslate"><spa
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.find_isomorphisms.html b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.find_isomorphisms.html
index 7ea95b5b..a7aed249 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.find_isomorphisms.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.find_isomorphisms.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>ISMAGS.find_isomorphisms &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ISMAGS.find_isomorphisms &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.find_isomorphisms';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="ISMAGS.is_isomorphic" href="networkx.algorithms.isomorphism.ISMAGS.is_isomorphic.html" />
     <link rel="prev" title="ISMAGS.analyze_symmetry" href="networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,6 +609,15 @@ isomorphisms may be symmetrically equivalent.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@ isomorphisms may be symmetrically equivalent.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.is_isomorphic.html b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.is_isomorphic.html
index d2f85433..b8e0e5b3 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.is_isomorphic.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.is_isomorphic.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>ISMAGS.is_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ISMAGS.is_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.is_isomorphic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.is_isomorphic.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="ISMAGS.isomorphisms_iter" href="networkx.algorithms.isomorphism.ISMAGS.isomorphisms_iter.html" />
     <link rel="prev" title="ISMAGS.find_isomorphisms" href="networkx.algorithms.isomorphism.ISMAGS.find_isomorphisms.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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@@ -589,6 +601,15 @@ False otherwise.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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@@ -610,15 +631,6 @@ False otherwise.</p>
 
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-<div id="searchbox"></div>
-</div>
-
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-  
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-    <title>ISMAGS.isomorphisms_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="ISMAGS.is_isomorphic" href="networkx.algorithms.isomorphism.ISMAGS.is_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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@@ -603,15 +624,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.largest_common_subgraph.html b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.largest_common_subgraph.html
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-    <title>ISMAGS.largest_common_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="ISMAGS.isomorphisms_iter" href="networkx.algorithms.isomorphism.ISMAGS.isomorphisms_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,6 +609,15 @@ largest common subgraphs may be symmetrically equivalent.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@ largest common subgraphs may be symmetrically equivalent.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.subgraph_is_isomorphic.html b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.subgraph_is_isomorphic.html
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-    <title>ISMAGS.subgraph_is_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -589,6 +601,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -610,15 +631,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.subgraph_isomorphisms_iter.html b/reference/algorithms/generated/generated/networkx.algorithms.isomorphism.ISMAGS.subgraph_isomorphisms_iter.html
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-    <title>ISMAGS.subgraph_isomorphisms_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
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     <link rel="prev" title="ISMAGS.subgraph_is_isomorphic" href="networkx.algorithms.isomorphism.ISMAGS.subgraph_is_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
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-    <title>PlanarEmbedding.add_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="networkx.algorithms.planarity.PlanarEmbedding" href="../networkx.algorithms.planarity.PlanarEmbedding.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -628,6 +640,15 @@ an edge attribute (by default <code class="xref py py-obj docutils literal notra
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ an edge attribute (by default <code class="xref py py-obj docutils literal notra
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_edges_from.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_edges_from.html
index 11faed13..6d2ba98c 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_edges_from.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.add_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.add_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.add_half_edge_ccw" href="networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw.html" />
     <link rel="prev" title="PlanarEmbedding.add_edge" href="networkx.algorithms.planarity.PlanarEmbedding.add_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -636,6 +648,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -657,15 +678,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw.html
index a741c1bc..fee4ec66 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.add_half_edge_ccw &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.add_half_edge_ccw &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.add_half_edge_cw" href="networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw.html" />
     <link rel="prev" title="PlanarEmbedding.add_edges_from" href="networkx.algorithms.planarity.PlanarEmbedding.add_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw.html
index 3dc31ee6..fc20d91d 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.add_half_edge_cw &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.add_half_edge_cw &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.add_half_edge_first" href="networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first.html" />
     <link rel="prev" title="PlanarEmbedding.add_half_edge_ccw" href="networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first.html
index fc7f8d0f..335aabf0 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.add_half_edge_first &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.add_half_edge_first &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.add_node" href="networkx.algorithms.planarity.PlanarEmbedding.add_node.html" />
     <link rel="prev" title="PlanarEmbedding.add_half_edge_cw" href="networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,6 +609,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_node.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_node.html
index 59e13055..1d1d7ba9 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_node.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.add_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.add_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.add_nodes_from" href="networkx.algorithms.planarity.PlanarEmbedding.add_nodes_from.html" />
     <link rel="prev" title="PlanarEmbedding.add_half_edge_first" href="networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -619,6 +631,15 @@ doesn’t change on mutables.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@ doesn’t change on mutables.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_nodes_from.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_nodes_from.html
index 759d98b7..9ba8c5b3 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_nodes_from.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.add_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.add_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.add_weighted_edges_from" href="networkx.algorithms.planarity.PlanarEmbedding.add_weighted_edges_from.html" />
     <link rel="prev" title="PlanarEmbedding.add_node" href="networkx.algorithms.planarity.PlanarEmbedding.add_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_weighted_edges_from.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_weighted_edges_from.html
index d6b17746..8f060c31 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_weighted_edges_from.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.add_weighted_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.add_weighted_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.add_weighted_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.adjacency" href="networkx.algorithms.planarity.PlanarEmbedding.adjacency.html" />
     <link rel="prev" title="PlanarEmbedding.add_nodes_from" href="networkx.algorithms.planarity.PlanarEmbedding.add_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adj.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adj.html
index 7f61b1a8..924ea699 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adj.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adj.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.adj &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.adj &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adj';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adj.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.degree" href="networkx.algorithms.planarity.PlanarEmbedding.degree.html" />
     <link rel="prev" title="PlanarEmbedding.update" href="networkx.algorithms.planarity.PlanarEmbedding.update.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adjacency.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adjacency.html
index 92718baf..cd27eff9 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adjacency.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.adjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.adjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.adjacency';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.check_structure" href="networkx.algorithms.planarity.PlanarEmbedding.check_structure.html" />
     <link rel="prev" title="PlanarEmbedding.add_weighted_edges_from" href="networkx.algorithms.planarity.PlanarEmbedding.add_weighted_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,6 +609,15 @@ the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@ the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.check_structure.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.check_structure.html
index d124d2da..647cb41c 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.check_structure.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.check_structure.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.check_structure &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.check_structure &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.check_structure';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.clear" href="networkx.algorithms.planarity.PlanarEmbedding.clear.html" />
     <link rel="prev" title="PlanarEmbedding.adjacency" href="networkx.algorithms.planarity.PlanarEmbedding.adjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,6 +610,15 @@ PlanarEmbedding is invalid.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -619,15 +640,6 @@ PlanarEmbedding is invalid.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.clear.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.clear.html
index cbad9906..5c55a48c 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.clear.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.clear.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.clear &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.clear &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.clear_edges" href="networkx.algorithms.planarity.PlanarEmbedding.clear_edges.html" />
     <link rel="prev" title="PlanarEmbedding.check_structure" href="networkx.algorithms.planarity.PlanarEmbedding.check_structure.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -591,6 +603,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -612,15 +633,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.clear_edges.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.clear_edges.html
index 7a39e85c..12132d1d 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.clear_edges.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.clear_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.clear_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.connect_components" href="networkx.algorithms.planarity.PlanarEmbedding.connect_components.html" />
     <link rel="prev" title="PlanarEmbedding.clear" href="networkx.algorithms.planarity.PlanarEmbedding.clear.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.connect_components.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.connect_components.html
index c82e1b8d..3bc23a91 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.connect_components.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.connect_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.connect_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.connect_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.copy" href="networkx.algorithms.planarity.PlanarEmbedding.copy.html" />
     <link rel="prev" title="PlanarEmbedding.clear_edges" href="networkx.algorithms.planarity.PlanarEmbedding.clear_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,6 +615,15 @@ all set correctly after the first call.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ all set correctly after the first call.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.copy.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.copy.html
index e22ae17d..b4ad0d28 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.copy.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.edge_subgraph" href="networkx.algorithms.planarity.PlanarEmbedding.edge_subgraph.html" />
     <link rel="prev" title="PlanarEmbedding.connect_components" href="networkx.algorithms.planarity.PlanarEmbedding.connect_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.degree.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.degree.html
index bd347d8b..dd8f7bf3 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.degree.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.edges" href="networkx.algorithms.planarity.PlanarEmbedding.edges.html" />
     <link rel="prev" title="PlanarEmbedding.adj" href="networkx.algorithms.planarity.PlanarEmbedding.adj.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ If a single node is requested, returns the degree of the node as an integer.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ If a single node is requested, returns the degree of the node as an integer.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edge_subgraph.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edge_subgraph.html
index ce3204c9..7c9dda8d 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edge_subgraph.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.edge_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.edge_subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.get_data" href="networkx.algorithms.planarity.PlanarEmbedding.get_data.html" />
     <link rel="prev" title="PlanarEmbedding.copy" href="networkx.algorithms.planarity.PlanarEmbedding.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -616,6 +628,15 @@ of the edge or node attributes, use:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -637,15 +658,6 @@ of the edge or node attributes, use:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edges.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edges.html
index 3c2fd0c2..13f6158f 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edges.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.in_degree" href="networkx.algorithms.planarity.PlanarEmbedding.in_degree.html" />
     <link rel="prev" title="PlanarEmbedding.degree" href="networkx.algorithms.planarity.PlanarEmbedding.degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -639,6 +651,15 @@ For directed graphs this returns the out-edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -660,15 +681,6 @@ For directed graphs this returns the out-edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_data.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_data.html
index bcd6380a..53bfbf3a 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_data.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.get_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.get_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.get_edge_data" href="networkx.algorithms.planarity.PlanarEmbedding.get_edge_data.html" />
     <link rel="prev" title="PlanarEmbedding.edge_subgraph" href="networkx.algorithms.planarity.PlanarEmbedding.edge_subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -596,6 +608,15 @@ clockwise order.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -617,15 +638,6 @@ clockwise order.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_edge_data.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_edge_data.html
index 6fcec056..eb2bc25f 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_edge_data.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_edge_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.get_edge_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.get_edge_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_edge_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.get_edge_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.has_edge" href="networkx.algorithms.planarity.PlanarEmbedding.has_edge.html" />
     <link rel="prev" title="PlanarEmbedding.get_data" href="networkx.algorithms.planarity.PlanarEmbedding.get_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ But it is safe to assign attributes <code class="xref py py-obj docutils literal
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ But it is safe to assign attributes <code class="xref py py-obj docutils literal
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_edge.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_edge.html
index c5a337b6..c8bb7727 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_edge.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.has_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.has_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.has_node" href="networkx.algorithms.planarity.PlanarEmbedding.has_node.html" />
     <link rel="prev" title="PlanarEmbedding.get_edge_data" href="networkx.algorithms.planarity.PlanarEmbedding.get_edge_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -616,6 +628,15 @@ Nodes must be hashable (and not None) Python objects.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -637,15 +658,6 @@ Nodes must be hashable (and not None) Python objects.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_node.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_node.html
index 9e7f5b98..88fe75d0 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_node.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.has_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.has_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.has_predecessor" href="networkx.algorithms.planarity.PlanarEmbedding.has_predecessor.html" />
     <link rel="prev" title="PlanarEmbedding.has_edge" href="networkx.algorithms.planarity.PlanarEmbedding.has_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -600,6 +612,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -621,15 +642,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_predecessor.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_predecessor.html
index a2ba4d70..3286b705 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_predecessor.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_predecessor.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.has_predecessor &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.has_predecessor &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_predecessor';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_predecessor.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.has_successor" href="networkx.algorithms.planarity.PlanarEmbedding.has_successor.html" />
     <link rel="prev" title="PlanarEmbedding.has_node" href="networkx.algorithms.planarity.PlanarEmbedding.has_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -582,6 +594,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@
 
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-  
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-  
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_successor.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_successor.html
index 055c0bc0..08b89ddc 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.has_successor.html
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-    <title>PlanarEmbedding.has_successor &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.has_successor &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.is_directed" href="networkx.algorithms.planarity.PlanarEmbedding.is_directed.html" />
     <link rel="prev" title="PlanarEmbedding.has_predecessor" href="networkx.algorithms.planarity.PlanarEmbedding.has_predecessor.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.in_degree.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.in_degree.html
index 14237bb9..d7aba5ef 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.in_degree.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.in_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.in_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="PlanarEmbedding.edges" href="networkx.algorithms.planarity.PlanarEmbedding.edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ The degree is the sum of the edge weights adjacent to the node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ The degree is the sum of the edge weights adjacent to the node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.in_edges.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.in_edges.html
index 82e6ba02..49c0f1b1 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.in_edges.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.in_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.in_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.name" href="networkx.algorithms.planarity.PlanarEmbedding.name.html" />
     <link rel="prev" title="PlanarEmbedding.in_degree" href="networkx.algorithms.planarity.PlanarEmbedding.in_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -620,6 +632,15 @@ attribute lookup as <code class="xref py py-obj docutils literal notranslate"><s
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ attribute lookup as <code class="xref py py-obj docutils literal notranslate"><s
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.is_directed.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.is_directed.html
index 1db09870..f7bf3401 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.is_directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.is_directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="PlanarEmbedding.has_successor" href="networkx.algorithms.planarity.PlanarEmbedding.has_successor.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ contained.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ contained.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.is_multigraph.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.is_multigraph.html
index 2075b019..b50a1a72 100644
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@@ -6,7 +6,7 @@
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-    <title>PlanarEmbedding.is_multigraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.is_multigraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="PlanarEmbedding.is_directed" href="networkx.algorithms.planarity.PlanarEmbedding.is_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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index e01d20a5..7e5fd750 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.name.html
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-    <title>PlanarEmbedding.name &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.name &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.nodes" href="networkx.algorithms.planarity.PlanarEmbedding.nodes.html" />
     <link rel="prev" title="PlanarEmbedding.in_edges" href="networkx.algorithms.planarity.PlanarEmbedding.in_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -584,6 +596,15 @@ a property) <code class="xref py py-obj docutils literal notranslate"><span clas
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ a property) <code class="xref py py-obj docutils literal notranslate"><span clas
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index 03737d86..6fbe37af 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.nbunch_iter.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.nbunch_iter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.nbunch_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.nbunch_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.neighbors" href="networkx.algorithms.planarity.PlanarEmbedding.neighbors.html" />
     <link rel="prev" title="PlanarEmbedding.is_multigraph" href="networkx.algorithms.planarity.PlanarEmbedding.is_multigraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ nbunch is not hashable, a <code class="xref py py-exc docutils literal notransla
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ nbunch is not hashable, a <code class="xref py py-exc docutils literal notransla
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors.html
index 926dfb47..86339141 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.neighbors_cw_order" href="networkx.algorithms.planarity.PlanarEmbedding.neighbors_cw_order.html" />
     <link rel="prev" title="PlanarEmbedding.nbunch_iter" href="networkx.algorithms.planarity.PlanarEmbedding.nbunch_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,6 +617,15 @@ edge from n to m.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +647,6 @@ edge from n to m.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors_cw_order.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors_cw_order.html
index ffccd8b5..7170da0e 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors_cw_order.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors_cw_order.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.neighbors_cw_order &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.neighbors_cw_order &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.neighbors_cw_order.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.next_face_half_edge" href="networkx.algorithms.planarity.PlanarEmbedding.next_face_half_edge.html" />
     <link rel="prev" title="PlanarEmbedding.neighbors" href="networkx.algorithms.planarity.PlanarEmbedding.neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -593,6 +605,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -614,15 +635,6 @@
 
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-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
-</div>
-
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-  
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.next_face_half_edge.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.next_face_half_edge.html
index adba63b5..ecf5679f 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.next_face_half_edge.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.next_face_half_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.next_face_half_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.next_face_half_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.number_of_edges" href="networkx.algorithms.planarity.PlanarEmbedding.number_of_edges.html" />
     <link rel="prev" title="PlanarEmbedding.neighbors_cw_order" href="networkx.algorithms.planarity.PlanarEmbedding.neighbors_cw_order.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.nodes.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.nodes.html
index d59c79da..4af6e44f 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.nodes.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.out_degree" href="networkx.algorithms.planarity.PlanarEmbedding.out_degree.html" />
     <link rel="prev" title="PlanarEmbedding.name" href="networkx.algorithms.planarity.PlanarEmbedding.name.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,6 +680,15 @@ to guarantee the value is never None:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -689,15 +710,6 @@ to guarantee the value is never None:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.number_of_edges.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.number_of_edges.html
index 3d5159ad..0f6e656b 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.number_of_edges.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.number_of_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.number_of_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="PlanarEmbedding.next_face_half_edge" href="networkx.algorithms.planarity.PlanarEmbedding.next_face_half_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -628,6 +640,15 @@ directed edges from <code class="xref py py-obj docutils literal notranslate"><s
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ directed edges from <code class="xref py py-obj docutils literal notranslate"><s
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.number_of_nodes.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.number_of_nodes.html
index 6302a379..5575589b 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.number_of_nodes.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.number_of_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.number_of_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="PlanarEmbedding.number_of_edges" href="networkx.algorithms.planarity.PlanarEmbedding.number_of_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.order.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.order.html
index 63f51c3c..1b287df0 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.order.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.order.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.order &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.order &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.predecessors" href="networkx.algorithms.planarity.PlanarEmbedding.predecessors.html" />
     <link rel="prev" title="PlanarEmbedding.number_of_nodes" href="networkx.algorithms.planarity.PlanarEmbedding.number_of_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.out_degree.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.out_degree.html
index 34e05c14..99618ce4 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>PlanarEmbedding.out_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.out_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.out_edges" href="networkx.algorithms.planarity.PlanarEmbedding.out_edges.html" />
     <link rel="prev" title="PlanarEmbedding.nodes" href="networkx.algorithms.planarity.PlanarEmbedding.nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ The degree is the sum of the edge weights adjacent to the node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ The degree is the sum of the edge weights adjacent to the node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
-</div>
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-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.out_edges.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.out_edges.html
index 9fb3d65b..20024875 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.out_edges.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.out_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.out_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.pred" href="networkx.algorithms.planarity.PlanarEmbedding.pred.html" />
     <link rel="prev" title="PlanarEmbedding.out_degree" href="networkx.algorithms.planarity.PlanarEmbedding.out_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -639,6 +651,15 @@ For directed graphs this returns the out-edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -660,15 +681,6 @@ For directed graphs this returns the out-edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.pred.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.pred.html
index 48af554b..bb30254b 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.pred.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.pred.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.pred &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.pred &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.succ" href="networkx.algorithms.planarity.PlanarEmbedding.succ.html" />
     <link rel="prev" title="PlanarEmbedding.out_edges" href="networkx.algorithms.planarity.PlanarEmbedding.out_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -589,6 +601,15 @@ A default can be set via a <code class="xref py py-obj docutils literal notransl
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -610,15 +631,6 @@ A default can be set via a <code class="xref py py-obj docutils literal notransl
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.predecessors.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.predecessors.html
index 86b46b8c..59a97d65 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.predecessors.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.predecessors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.predecessors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.predecessors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.remove_edge" href="networkx.algorithms.planarity.PlanarEmbedding.remove_edge.html" />
     <link rel="prev" title="PlanarEmbedding.order" href="networkx.algorithms.planarity.PlanarEmbedding.order.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,6 +615,15 @@ edge from m to n.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ edge from m to n.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edge.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edge.html
index 66491911..70dd733d 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edge.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.remove_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.remove_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edge';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.remove_edges_from" href="networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from.html" />
     <link rel="prev" title="PlanarEmbedding.predecessors" href="networkx.algorithms.planarity.PlanarEmbedding.predecessors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from.html
index 45d9f8af..930dc4f7 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.remove_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.remove_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.remove_node" href="networkx.algorithms.planarity.PlanarEmbedding.remove_node.html" />
     <link rel="prev" title="PlanarEmbedding.remove_edge" href="networkx.algorithms.planarity.PlanarEmbedding.remove_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@ from the graph. The edges can be:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ from the graph. The edges can be:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_node.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_node.html
index 514c5494..d49cf2b7 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_node.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.remove_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.remove_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_node';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.remove_nodes_from" href="networkx.algorithms.planarity.PlanarEmbedding.remove_nodes_from.html" />
     <link rel="prev" title="PlanarEmbedding.remove_edges_from" href="networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ Attempting to remove a non-existent node will raise an exception.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ Attempting to remove a non-existent node will raise an exception.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_nodes_from.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_nodes_from.html
index 684ee40d..ff563b95 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_nodes_from.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.remove_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.remove_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.remove_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.reverse" href="networkx.algorithms.planarity.PlanarEmbedding.reverse.html" />
     <link rel="prev" title="PlanarEmbedding.remove_node" href="networkx.algorithms.planarity.PlanarEmbedding.remove_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -622,6 +634,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.reverse.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.reverse.html
index 9b215b1d..3d1dfb38 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.reverse.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.reverse &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.reverse &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.set_data" href="networkx.algorithms.planarity.PlanarEmbedding.set_data.html" />
     <link rel="prev" title="PlanarEmbedding.remove_nodes_from" href="networkx.algorithms.planarity.PlanarEmbedding.remove_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -593,6 +605,15 @@ the original graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -614,15 +635,6 @@ the original graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.set_data.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.set_data.html
index 487cf53a..d8968142 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.set_data.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.set_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.set_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.set_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.size" href="networkx.algorithms.planarity.PlanarEmbedding.size.html" />
     <link rel="prev" title="PlanarEmbedding.reverse" href="networkx.algorithms.planarity.PlanarEmbedding.reverse.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,6 +609,15 @@ clockwise order.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@ clockwise order.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.size.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.size.html
index ec8a0ab4..45886d4b 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.size.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.size.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.size &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.size';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.size.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.subgraph" href="networkx.algorithms.planarity.PlanarEmbedding.subgraph.html" />
     <link rel="prev" title="PlanarEmbedding.set_data" href="networkx.algorithms.planarity.PlanarEmbedding.set_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ as a weight. If None, then each edge has weight 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ as a weight. If None, then each edge has weight 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.subgraph.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.subgraph.html
index f4fac60f..9db7306a 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.subgraph.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.successors" href="networkx.algorithms.planarity.PlanarEmbedding.successors.html" />
     <link rel="prev" title="PlanarEmbedding.size" href="networkx.algorithms.planarity.PlanarEmbedding.size.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,6 +644,15 @@ more sense to just create the subgraph as its own graph with code like:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ more sense to just create the subgraph as its own graph with code like:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.succ.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.succ.html
index 54fd1e8f..c201e1be 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.succ.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.succ.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.succ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.succ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Planar Drawing" href="../../planar_drawing.html" />
     <link rel="prev" title="PlanarEmbedding.pred" href="networkx.algorithms.planarity.PlanarEmbedding.pred.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.successors.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.successors.html
index e733a776..53a87400 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.successors.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.successors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.successors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.successors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.successors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.successors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.to_directed" href="networkx.algorithms.planarity.PlanarEmbedding.to_directed.html" />
     <link rel="prev" title="PlanarEmbedding.subgraph" href="networkx.algorithms.planarity.PlanarEmbedding.subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,6 +617,15 @@ edge from n to m.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +647,6 @@ edge from n to m.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed.html
index 5b18538c..ab44c1e7 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.to_directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.to_directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.to_directed_class" href="networkx.algorithms.planarity.PlanarEmbedding.to_directed_class.html" />
     <link rel="prev" title="PlanarEmbedding.successors" href="networkx.algorithms.planarity.PlanarEmbedding.successors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@ DiGraph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ DiGraph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed_class.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed_class.html
index 8a857241..bb2bde70 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed_class.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed_class.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.to_directed_class &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.to_directed_class &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed_class';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_directed_class.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.to_undirected" href="networkx.algorithms.planarity.PlanarEmbedding.to_undirected.html" />
     <link rel="prev" title="PlanarEmbedding.to_directed" href="networkx.algorithms.planarity.PlanarEmbedding.to_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,15 @@ what directed class to use for <a class="reference internal" href="networkx.algo
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +625,6 @@ what directed class to use for <a class="reference internal" href="networkx.algo
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected.html
index fe7df85c..11be7026 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.to_undirected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.to_undirected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.to_undirected_class" href="networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class.html" />
     <link rel="prev" title="PlanarEmbedding.to_directed_class" href="networkx.algorithms.planarity.PlanarEmbedding.to_directed_class.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -635,6 +647,15 @@ Graph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -656,15 +677,6 @@ Graph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class.html
index d3c96af3..9946e8d2 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.to_undirected_class &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.to_undirected_class &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.traverse_face" href="networkx.algorithms.planarity.PlanarEmbedding.traverse_face.html" />
     <link rel="prev" title="PlanarEmbedding.to_undirected" href="networkx.algorithms.planarity.PlanarEmbedding.to_undirected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,15 @@ what directed class to use for <a class="reference internal" href="networkx.algo
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +625,6 @@ what directed class to use for <a class="reference internal" href="networkx.algo
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.traverse_face.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.traverse_face.html
index 024c9ed6..11b6f866 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.traverse_face.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.traverse_face.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.traverse_face &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.traverse_face &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.traverse_face';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.update" href="networkx.algorithms.planarity.PlanarEmbedding.update.html" />
     <link rel="prev" title="PlanarEmbedding.to_undirected_class" href="networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ any half-edges that belong to the face.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ any half-edges that belong to the face.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.update.html b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.update.html
index cdaac7ab..9ff21796 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.update.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.update.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>PlanarEmbedding.update &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>PlanarEmbedding.update &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.update';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.planarity.PlanarEmbedding.update.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="PlanarEmbedding.adj" href="networkx.algorithms.planarity.PlanarEmbedding.adj.html" />
     <link rel="prev" title="PlanarEmbedding.traverse_face" href="networkx.algorithms.planarity.PlanarEmbedding.traverse_face.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -681,6 +693,15 @@ be slightly different and require tweaks of these examples:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -702,15 +723,6 @@ be slightly different and require tweaks of these examples:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/generated/networkx.algorithms.tree.branchings.Edmonds.find_optimum.html b/reference/algorithms/generated/generated/networkx.algorithms.tree.branchings.Edmonds.find_optimum.html
index d3111dc3..134efbc4 100644
--- a/reference/algorithms/generated/generated/networkx.algorithms.tree.branchings.Edmonds.find_optimum.html
+++ b/reference/algorithms/generated/generated/networkx.algorithms.tree.branchings.Edmonds.find_optimum.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Edmonds.find_optimum &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Edmonds.find_optimum &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/generated/networkx.algorithms.tree.branchings.Edmonds.find_optimum';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/generated/networkx.algorithms.tree.branchings.Edmonds.find_optimum.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="from_nested_tuple" href="../networkx.algorithms.tree.coding.from_nested_tuple.html" />
     <link rel="prev" title="networkx.algorithms.tree.branchings.Edmonds" href="../networkx.algorithms.tree.branchings.Edmonds.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -615,6 +627,15 @@ See <a class="reference internal" href="../../../randomness.html#randomness"><sp
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -636,15 +657,6 @@ See <a class="reference internal" href="../../../randomness.html#randomness"><sp
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.clique.clique_removal.html b/reference/algorithms/generated/networkx.algorithms.approximation.clique.clique_removal.html
index 36c28d63..bc8e0a6e 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.clique.clique_removal.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.clique.clique_removal.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>clique_removal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>clique_removal &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.clique.clique_removal';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.clique.clique_removal.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="large_clique_size" href="networkx.algorithms.approximation.clique.large_clique_size.html" />
     <link rel="prev" title="max_clique" href="networkx.algorithms.approximation.clique.max_clique.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,6 +626,15 @@ BIT Numerical Mathematics, 32(2), 180–196. Springer.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@ BIT Numerical Mathematics, 32(2), 180–196. Springer.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.clique.large_clique_size.html b/reference/algorithms/generated/networkx.algorithms.approximation.clique.large_clique_size.html
index cd28f00e..751970d3 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.clique.large_clique_size.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.clique.large_clique_size.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>large_clique_size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>large_clique_size &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.clique.large_clique_size';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.clique.large_clique_size.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="average_clustering" href="networkx.algorithms.approximation.clustering_coefficient.average_clustering.html" />
     <link rel="prev" title="clique_removal" href="networkx.algorithms.approximation.clique.clique_removal.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,6 +644,15 @@ with Applications to Overlapping Community Detection.”
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ with Applications to Overlapping Community Detection.”
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.clique.max_clique.html b/reference/algorithms/generated/networkx.algorithms.approximation.clique.max_clique.html
index 22e04444..2349d28d 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.clique.max_clique.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.clique.max_clique.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>max_clique &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>max_clique &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.clique.max_clique';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.clique.max_clique.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="clique_removal" href="networkx.algorithms.approximation.clique.clique_removal.html" />
     <link rel="prev" title="maximum_independent_set" href="networkx.algorithms.approximation.clique.maximum_independent_set.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+
+
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+
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+  
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+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+
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 <div class="toc-item">
   
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+  <i class="fa-solid fa-magnifying-glass"></i>
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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 <div class="tocsection onthispage">
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+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  
 <div class="tocsection onthispage">
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+  data-domain="networkx.org"
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+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+  
 <div class="tocsection onthispage">
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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 </form>
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+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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 </div>
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-<div id="searchbox"></div>
-</div>
-
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-  
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-    <title>min_edge_dominating_set &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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-
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-  
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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 <div class="toc-item">
   
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-    <title>k_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="node_connectivity" href="networkx.algorithms.approximation.connectivity.node_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -674,6 +686,15 @@ American Sociological Review 68(1), 103–28.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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 <div class="toc-item">
   
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-
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-  
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-    <title>min_maximal_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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     <link rel="prev" title="min_edge_dominating_set" href="networkx.algorithms.approximation.dominating_set.min_edge_dominating_set.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ Runtime is <span class="math notranslate nohighlight">\(O(|E|)\)</span>.</p>
 
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-    <title>one_exchange &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="randomized_partitioning" href="networkx.algorithms.approximation.maxcut.randomized_partitioning.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ have weight one.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ have weight one.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.maxcut.randomized_partitioning.html b/reference/algorithms/generated/networkx.algorithms.approximation.maxcut.randomized_partitioning.html
index 410fbe3c..14763945 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.maxcut.randomized_partitioning.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.maxcut.randomized_partitioning.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>randomized_partitioning &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>randomized_partitioning &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.maxcut.randomized_partitioning';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.maxcut.randomized_partitioning.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="one_exchange" href="networkx.algorithms.approximation.maxcut.one_exchange.html" />
     <link rel="prev" title="min_weighted_vertex_cover" href="networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@ have weight one.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ have weight one.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.ramsey.ramsey_R2.html b/reference/algorithms/generated/networkx.algorithms.approximation.ramsey.ramsey_R2.html
index 43c9f398..9f2e15fb 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.ramsey.ramsey_R2.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.ramsey.ramsey_R2.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>ramsey_R2 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ramsey_R2 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.ramsey.ramsey_R2';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.ramsey.ramsey_R2.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="metric_closure" href="networkx.algorithms.approximation.steinertree.metric_closure.html" />
     <link rel="prev" title="min_maximal_matching" href="networkx.algorithms.approximation.matching.min_maximal_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,6 +617,15 @@ for large recursions. Note that self-loop edges are ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +647,6 @@ for large recursions. Note that self-loop edges are ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.metric_closure.html b/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.metric_closure.html
index bae89542..b433a864 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.metric_closure.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.metric_closure.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>metric_closure &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>metric_closure &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.steinertree.metric_closure';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.metric_closure.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="steiner_tree" href="networkx.algorithms.approximation.steinertree.steiner_tree.html" />
     <link rel="prev" title="ramsey_R2" href="networkx.algorithms.approximation.ramsey.ramsey_R2.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -596,6 +608,15 @@ is weighted by the shortest path distance between the nodes in <em>G</em> .</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -617,15 +638,6 @@ is weighted by the shortest path distance between the nodes in <em>G</em> .</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.steiner_tree.html b/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.steiner_tree.html
index f074e18a..04d6a0d9 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.steiner_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.steiner_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>steiner_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>steiner_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.steinertree.steiner_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.steinertree.steiner_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="christofides" href="networkx.algorithms.approximation.traveling_salesman.christofides.html" />
     <link rel="prev" title="metric_closure" href="networkx.algorithms.approximation.steinertree.metric_closure.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -570,23 +582,21 @@ is a tree within <code class="xref py py-obj docutils literal notranslate"><span
 edge weights) among all such trees.</p>
 <p>The approximation algorithm is specified with the <code class="xref py py-obj docutils literal notranslate"><span class="pre">method</span></code> keyword
 argument. All three available algorithms produce a tree whose weight is
-within a (2 - (2 / l)) factor of the weight of the optimal Steiner tree,
-where <em>l</em> is the minimum number of leaf nodes across all possible Steiner
+within a <code class="docutils literal notranslate"><span class="pre">(2</span> <span class="pre">-</span> <span class="pre">(2</span> <span class="pre">/</span> <span class="pre">l))</span></code> factor of the weight of the optimal Steiner tree,
+where <code class="docutils literal notranslate"><span class="pre">l</span></code> is the minimum number of leaf nodes across all possible Steiner
 trees.</p>
 <ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">kou</span></code> <a class="reference internal" href="#rfafe17775e63-2" id="id1">[2]</a> (runtime <span class="math notranslate nohighlight">\(O(|S| |V|^2)\)</span>) computes the minimum spanning tree of</p></li>
-</ul>
-<p>the subgraph of the metric closure of <em>G</em> induced by the terminal nodes,
+<li><p><code class="docutils literal notranslate"><span class="pre">&quot;kou&quot;</span></code> <a class="reference internal" href="#rfafe17775e63-2" id="id1">[2]</a> (runtime <span class="math notranslate nohighlight">\(O(|S| |V|^2)\)</span>) computes the minimum spanning tree of
+the subgraph of the metric closure of <em>G</em> induced by the terminal nodes,
 where the metric closure of <em>G</em> is the complete graph in which each edge is
-weighted by the shortest path distance between the nodes in <em>G</em>.</p>
-<ul class="simple">
-<li><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">mehlhorn</span></code> <a class="reference internal" href="#rfafe17775e63-3" id="id2">[3]</a> (runtime <span class="math notranslate nohighlight">\(O(|E|+|V|\log|V|)\)</span>) modifies Kou et al.’s</p></li>
-</ul>
-<p>algorithm, beginning by finding the closest terminal node for each
+weighted by the shortest path distance between the nodes in <em>G</em>.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&quot;mehlhorn&quot;</span></code> <a class="reference internal" href="#rfafe17775e63-3" id="id2">[3]</a> (runtime <span class="math notranslate nohighlight">\(O(|E|+|V|\log|V|)\)</span>) modifies Kou et al.’s
+algorithm, beginning by finding the closest terminal node for each
 non-terminal. This data is used to create a complete graph containing only
 the terminal nodes, in which edge is weighted with the shortest path
 distance between them. The algorithm then proceeds in the same way as Kou
-et al..</p>
+et al..</p></li>
+</ul>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
@@ -653,6 +663,15 @@ Information Processing Letters 27 (3): 125–28.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +693,6 @@ Information Processing Letters 27 (3): 125–28.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.asadpour_atsp.html b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.asadpour_atsp.html
index b3c8cd83..97931ff2 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.asadpour_atsp.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.asadpour_atsp.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>asadpour_atsp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>asadpour_atsp &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.asadpour_atsp';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.asadpour_atsp.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="treewidth_min_degree" href="networkx.algorithms.approximation.treewidth.treewidth_min_degree.html" />
     <link rel="prev" title="threshold_accepting_tsp" href="networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -651,6 +663,15 @@ pp. 1043–1061</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -672,15 +693,6 @@ pp. 1043–1061</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.christofides.html b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.christofides.html
index a6f5f0dd..4e9fb839 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.christofides.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.christofides.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>christofides &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>christofides &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="traveling_salesman_problem" href="networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem.html" />
     <link rel="prev" title="steiner_tree" href="networkx.algorithms.approximation.steinertree.steiner_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,6 +626,15 @@ Pittsburgh Pa Management Sciences Research Group, 1976.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@ Pittsburgh Pa Management Sciences Research Group, 1976.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.greedy_tsp.html b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.greedy_tsp.html
index a7d7b903..3bf5ecdf 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.greedy_tsp.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.greedy_tsp.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>greedy_tsp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>greedy_tsp &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.greedy_tsp';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.greedy_tsp.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="simulated_annealing_tsp" href="networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp.html" />
     <link rel="prev" title="traveling_salesman_problem" href="networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,6 +655,15 @@ as Simulated Annealing, or Threshold Accepting.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -664,15 +685,6 @@ as Simulated Annealing, or Threshold Accepting.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp.html b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp.html
index b067416c..901ae012 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>simulated_annealing_tsp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>simulated_annealing_tsp &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="threshold_accepting_tsp" href="networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp.html" />
     <link rel="prev" title="greedy_tsp" href="networkx.algorithms.approximation.traveling_salesman.greedy_tsp.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -709,6 +721,15 @@ outer loop, this algorithm has running time <span class="math notranslate nohigh
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -730,15 +751,6 @@ outer loop, this algorithm has running time <span class="math notranslate nohigh
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp.html b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp.html
index e74b9a7c..5a8ed802 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>threshold_accepting_tsp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>threshold_accepting_tsp &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="asadpour_atsp" href="networkx.algorithms.approximation.traveling_salesman.asadpour_atsp.html" />
     <link rel="prev" title="simulated_annealing_tsp" href="networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -716,6 +728,15 @@ of times the outer and inner loop run respectively.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -737,15 +758,6 @@ of times the outer and inner loop run respectively.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem.html b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem.html
index d146d6ad..7e6fc750 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>traveling_salesman_problem &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>traveling_salesman_problem &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="greedy_tsp" href="networkx.algorithms.approximation.traveling_salesman.greedy_tsp.html" />
     <link rel="prev" title="christofides" href="networkx.algorithms.approximation.traveling_salesman.christofides.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,6 +680,15 @@ complete version cannot be generated.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -689,15 +710,6 @@ complete version cannot be generated.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_degree.html b/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_degree.html
index 6c161e28..3b1555ed 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_degree.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>treewidth_min_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>treewidth_min_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="treewidth_min_fill_in" href="networkx.algorithms.approximation.treewidth.treewidth_min_fill_in.html" />
     <link rel="prev" title="asadpour_atsp" href="networkx.algorithms.approximation.traveling_salesman.asadpour_atsp.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,6 +610,15 @@ degree is chosen, and so on.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -619,15 +640,6 @@ degree is chosen, and so on.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_fill_in.html b/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_fill_in.html
index 88ec6bff..24ca0ce4 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_fill_in.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_fill_in.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>treewidth_min_fill_in &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>treewidth_min_fill_in &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_fill_in';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.treewidth.treewidth_min_fill_in.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="min_weighted_vertex_cover" href="networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover.html" />
     <link rel="prev" title="treewidth_min_degree" href="networkx.algorithms.approximation.treewidth.treewidth_min_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,6 +609,15 @@ small as possible.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@ small as possible.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover.html b/reference/algorithms/generated/networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover.html
index 97076622..1bf86c00 100644
--- a/reference/algorithms/generated/networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover.html
+++ b/reference/algorithms/generated/networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>min_weighted_vertex_cover &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>min_weighted_vertex_cover &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="randomized_partitioning" href="networkx.algorithms.approximation.maxcut.randomized_partitioning.html" />
     <link rel="prev" title="treewidth_min_fill_in" href="networkx.algorithms.approximation.treewidth.treewidth_min_fill_in.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ approximating the weighted vertex cover problem.”
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ approximating the weighted vertex cover problem.”
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_assortativity_coefficient.html b/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_assortativity_coefficient.html
index f500b1a7..a436ea85 100644
--- a/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_assortativity_coefficient.html
+++ b/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_assortativity_coefficient.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>attribute_assortativity_coefficient &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>attribute_assortativity_coefficient &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.assortativity.attribute_assortativity_coefficient';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_assortativity_coefficient.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="numeric_assortativity_coefficient" href="networkx.algorithms.assortativity.numeric_assortativity_coefficient.html" />
     <link rel="prev" title="degree_assortativity_coefficient" href="networkx.algorithms.assortativity.degree_assortativity_coefficient.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -622,6 +634,15 @@ Physical Review E, 67 026126, 2003</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ Physical Review E, 67 026126, 2003</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_mixing_dict.html b/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_mixing_dict.html
index 8c38f3c6..d8a5afcb 100644
--- a/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_mixing_dict.html
+++ b/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_mixing_dict.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>attribute_mixing_dict &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>attribute_mixing_dict &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="degree_mixing_dict" href="networkx.algorithms.assortativity.degree_mixing_dict.html" />
     <link rel="prev" title="degree_mixing_matrix" href="networkx.algorithms.assortativity.degree_mixing_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -613,6 +625,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -634,15 +655,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_mixing_matrix.html b/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_mixing_matrix.html
index 655594f0..b63f9bd7 100644
--- a/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_mixing_matrix.html
+++ b/reference/algorithms/generated/networkx.algorithms.assortativity.attribute_mixing_matrix.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>attribute_mixing_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>attribute_mixing_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
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     <link rel="prev" title="average_degree_connectivity" href="networkx.algorithms.assortativity.average_degree_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -627,6 +639,15 @@ by inputting a <code class="xref py py-obj docutils literal notranslate"><span c
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ by inputting a <code class="xref py py-obj docutils literal notranslate"><span c
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
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index d2bfde7f..27511d1a 100644
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-    <title>average_degree_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>average_degree_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="average_neighbor_degree" href="networkx.algorithms.assortativity.average_neighbor_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -646,6 +658,15 @@ PNAS 101 (11): 3747–3752 (2004).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -667,15 +688,6 @@ PNAS 101 (11): 3747–3752 (2004).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.average_neighbor_degree.html b/reference/algorithms/generated/networkx.algorithms.assortativity.average_neighbor_degree.html
index f6ea863c..b22edf3e 100644
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-    <title>average_neighbor_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>average_neighbor_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="degree_pearson_correlation_coefficient" href="networkx.algorithms.assortativity.degree_pearson_correlation_coefficient.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -671,6 +683,15 @@ PNAS 101 (11): 3747–3752 (2004).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -692,15 +713,6 @@ PNAS 101 (11): 3747–3752 (2004).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.degree_assortativity_coefficient.html b/reference/algorithms/generated/networkx.algorithms.assortativity.degree_assortativity_coefficient.html
index 27c6869c..de5d879a 100644
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-    <title>degree_assortativity_coefficient &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degree_assortativity_coefficient &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="Assortativity" href="../assortativity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -641,6 +653,15 @@ Edge direction and the structure of networks, PNAS 107, 10815-20 (2010).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -662,15 +683,6 @@ Edge direction and the structure of networks, PNAS 107, 10815-20 (2010).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
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index e648ce96..4bd2d447 100644
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-    <title>degree_mixing_dict &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degree_mixing_dict &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="attribute_mixing_dict" href="networkx.algorithms.assortativity.attribute_mixing_dict.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,6 +617,15 @@ The degree is the sum of the edge weights adjacent to the node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +647,6 @@ The degree is the sum of the edge weights adjacent to the node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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 </div>
 
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index e7af3787..c563c5a0 100644
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-    <title>degree_mixing_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degree_mixing_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="attribute_mixing_dict" href="networkx.algorithms.assortativity.attribute_mixing_dict.html" />
     <link rel="prev" title="attribute_mixing_matrix" href="networkx.algorithms.assortativity.attribute_mixing_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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@@ -632,6 +644,15 @@ have that degree, use <code class="xref py py-obj docutils literal notranslate">
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ have that degree, use <code class="xref py py-obj docutils literal notranslate">
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
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index f078d735..0bd973a8 100644
--- a/reference/algorithms/generated/networkx.algorithms.assortativity.degree_pearson_correlation_coefficient.html
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-    <title>degree_pearson_correlation_coefficient &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degree_pearson_correlation_coefficient &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="numeric_assortativity_coefficient" href="networkx.algorithms.assortativity.numeric_assortativity_coefficient.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -631,6 +643,15 @@ Edge direction and the structure of networks, PNAS 107, 10815-20 (2010).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ Edge direction and the structure of networks, PNAS 107, 10815-20 (2010).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.mixing_dict.html b/reference/algorithms/generated/networkx.algorithms.assortativity.mixing_dict.html
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-    <title>mixing_dict &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>mixing_dict &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="degree_mixing_dict" href="networkx.algorithms.assortativity.degree_mixing_dict.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -620,15 +641,6 @@
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.node_attribute_xy.html b/reference/algorithms/generated/networkx.algorithms.assortativity.node_attribute_xy.html
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-    <title>node_attribute_xy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_attribute_xy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="mixing_dict" href="networkx.algorithms.assortativity.mixing_dict.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ which only appear once.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ which only appear once.</p>
 
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-
-<div class="toc-item">
-  
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.node_degree_xy.html b/reference/algorithms/generated/networkx.algorithms.assortativity.node_degree_xy.html
index f8612106..54dc20c4 100644
--- a/reference/algorithms/generated/networkx.algorithms.assortativity.node_degree_xy.html
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-    <title>node_degree_xy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_degree_xy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Asteroidal" href="../asteroidal.html" />
     <link rel="prev" title="node_attribute_xy" href="networkx.algorithms.assortativity.node_attribute_xy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@ which only appear once.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ which only appear once.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.assortativity.numeric_assortativity_coefficient.html b/reference/algorithms/generated/networkx.algorithms.assortativity.numeric_assortativity_coefficient.html
index 9e09fe60..f079bb86 100644
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-    <title>numeric_assortativity_coefficient &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>numeric_assortativity_coefficient &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="degree_pearson_correlation_coefficient" href="networkx.algorithms.assortativity.degree_pearson_correlation_coefficient.html" />
     <link rel="prev" title="attribute_assortativity_coefficient" href="networkx.algorithms.assortativity.attribute_assortativity_coefficient.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ Physical Review E, 67 026126, 2003</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ Physical Review E, 67 026126, 2003</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
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 </div>
 
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index 8c51d6b8..58cf02c1 100644
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-    <title>find_asteroidal_triple &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>find_asteroidal_triple &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="next" title="Bipartite" href="../bipartite.html" />
     <link rel="prev" title="is_at_free" href="networkx.algorithms.asteroidal.is_at_free.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -626,6 +638,15 @@ Journal of Discrete Algorithms 2, pages 439-452, 2004.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ Journal of Discrete Algorithms 2, pages 439-452, 2004.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.asteroidal.is_at_free.html b/reference/algorithms/generated/networkx.algorithms.asteroidal.is_at_free.html
index 0b715e55..049e4445 100644
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-    <title>is_at_free &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_at_free &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="find_asteroidal_triple" href="networkx.algorithms.asteroidal.find_asteroidal_triple.html" />
     <link rel="prev" title="Asteroidal" href="../asteroidal.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ found the graph is not AT-free and False is returned.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ found the graph is not AT-free and False is returned.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.basic.color.html b/reference/algorithms/generated/networkx.algorithms.bipartite.basic.color.html
index d541dfb3..f58201df 100644
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-    <title>color &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>color &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="sets" href="networkx.algorithms.bipartite.basic.sets.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,6 +629,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.basic.degrees.html b/reference/algorithms/generated/networkx.algorithms.bipartite.basic.degrees.html
index 7b136527..b007b3cc 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.basic.degrees.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.basic.degrees.html
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-    <title>degrees &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degrees &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="density" href="networkx.algorithms.bipartite.basic.density.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.basic.density.html b/reference/algorithms/generated/networkx.algorithms.bipartite.basic.density.html
index 5af18520..bf2c0001 100644
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-    <title>density &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>density &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="color" href="networkx.algorithms.bipartite.basic.color.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -619,6 +631,15 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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 </div>
 
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-    <title>is_bipartite &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="Bipartite" href="../bipartite.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,6 +613,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -622,15 +643,6 @@
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.basic.is_bipartite_node_set.html b/reference/algorithms/generated/networkx.algorithms.bipartite.basic.is_bipartite_node_set.html
index 0ea6ce37..ebd2454f 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.basic.is_bipartite_node_set.html
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@@ -6,7 +6,7 @@
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-    <title>is_bipartite_node_set &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_bipartite_node_set &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="is_bipartite" href="networkx.algorithms.bipartite.basic.is_bipartite.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,6 +615,15 @@ disconnected graphs.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ disconnected graphs.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.basic.sets.html b/reference/algorithms/generated/networkx.algorithms.bipartite.basic.sets.html
index 707ebaef..be870296 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.basic.sets.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.basic.sets.html
@@ -6,7 +6,7 @@
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-    <title>sets &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>sets &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="color" href="networkx.algorithms.bipartite.basic.color.html" />
     <link rel="prev" title="is_bipartite_node_set" href="networkx.algorithms.bipartite.basic.is_bipartite_node_set.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -631,6 +643,15 @@ possible if the input graph is disconnected.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ possible if the input graph is disconnected.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.betweenness_centrality.html b/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.betweenness_centrality.html
index e8950ecb..742d21a9 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.betweenness_centrality.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.betweenness_centrality.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>betweenness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>betweenness_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="complete_bipartite_graph" href="networkx.algorithms.bipartite.generators.complete_bipartite_graph.html" />
     <link rel="prev" title="degree_centrality" href="networkx.algorithms.bipartite.centrality.degree_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ of Social Network Analysis. Sage Publications.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ of Social Network Analysis. Sage Publications.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.closeness_centrality.html b/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.closeness_centrality.html
index 3d3b0083..b2922ae2 100644
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+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.closeness_centrality.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>closeness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>closeness_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="degree_centrality" href="networkx.algorithms.bipartite.centrality.degree_centrality.html" />
     <link rel="prev" title="node_redundancy" href="networkx.algorithms.bipartite.redundancy.node_redundancy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -645,6 +657,15 @@ of Social Network Analysis. Sage Publications.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -666,15 +687,6 @@ of Social Network Analysis. Sage Publications.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.degree_centrality.html b/reference/algorithms/generated/networkx.algorithms.bipartite.centrality.degree_centrality.html
index 44e5ec21..a5ba2676 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>degree_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degree_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="betweenness_centrality" href="networkx.algorithms.bipartite.centrality.betweenness_centrality.html" />
     <link rel="prev" title="closeness_centrality" href="networkx.algorithms.bipartite.centrality.closeness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -634,6 +646,15 @@ of Social Network Analysis. Sage Publications.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -655,15 +676,6 @@ of Social Network Analysis. Sage Publications.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.average_clustering.html b/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.average_clustering.html
index c962e7c3..76c4b12e 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.average_clustering.html
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@@ -6,7 +6,7 @@
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-    <title>average_clustering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>average_clustering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="latapy_clustering" href="networkx.algorithms.bipartite.cluster.latapy_clustering.html" />
     <link rel="prev" title="clustering" href="networkx.algorithms.bipartite.cluster.clustering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -645,6 +657,15 @@ Social Networks 30(1), 31–48.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -666,15 +687,6 @@ Social Networks 30(1), 31–48.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.clustering.html b/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.clustering.html
index 7708f616..0e168d0e 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.clustering.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.clustering.html
@@ -6,7 +6,7 @@
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-    <title>clustering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>clustering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="average_clustering" href="networkx.algorithms.bipartite.cluster.average_clustering.html" />
     <link rel="prev" title="spectral_bipartivity" href="networkx.algorithms.bipartite.spectral.spectral_bipartivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ Social Networks 30(1), 31–48.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ Social Networks 30(1), 31–48.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.latapy_clustering.html b/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.latapy_clustering.html
index 6feac48f..0d06e884 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.latapy_clustering.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.latapy_clustering.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>latapy_clustering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>latapy_clustering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="robins_alexander_clustering" href="networkx.algorithms.bipartite.cluster.robins_alexander_clustering.html" />
     <link rel="prev" title="average_clustering" href="networkx.algorithms.bipartite.cluster.average_clustering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ Social Networks 30(1), 31–48.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ Social Networks 30(1), 31–48.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.robins_alexander_clustering.html b/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.robins_alexander_clustering.html
index d5074e90..2d57f70c 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.robins_alexander_clustering.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.robins_alexander_clustering.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>robins_alexander_clustering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>robins_alexander_clustering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.cluster.robins_alexander_clustering';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.cluster.robins_alexander_clustering.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="node_redundancy" href="networkx.algorithms.bipartite.redundancy.node_redundancy.html" />
     <link rel="prev" title="latapy_clustering" href="networkx.algorithms.bipartite.cluster.latapy_clustering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ Computational &amp; Mathematical Organization Theory 10(1), 69–94.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ Computational &amp; Mathematical Organization Theory 10(1), 69–94.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.covering.min_edge_cover.html b/reference/algorithms/generated/networkx.algorithms.bipartite.covering.min_edge_cover.html
index c890e174..de928321 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.covering.min_edge_cover.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.covering.min_edge_cover.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>min_edge_cover &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>min_edge_cover &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.covering.min_edge_cover';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.covering.min_edge_cover.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Boundary" href="../boundary.html" />
     <link rel="prev" title="gnmk_random_graph" href="networkx.algorithms.bipartite.generators.gnmk_random_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -616,6 +628,15 @@ is bounded by the worst-case running time of the function
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -637,15 +658,6 @@ is bounded by the worst-case running time of the function
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.generate_edgelist.html b/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.generate_edgelist.html
index 526530a3..c8ca981f 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.generate_edgelist.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.generate_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.generate_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.generate_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_edgelist" href="networkx.algorithms.bipartite.edgelist.write_edgelist.html" />
     <link rel="prev" title="degrees" href="networkx.algorithms.bipartite.basic.degrees.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ values corresponding to the keys.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ values corresponding to the keys.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.parse_edgelist.html b/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.parse_edgelist.html
index cedd1e3d..1bd086f1 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.parse_edgelist.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.parse_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>parse_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>parse_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.parse_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.parse_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="read_edgelist" href="networkx.algorithms.bipartite.edgelist.read_edgelist.html" />
     <link rel="prev" title="write_edgelist" href="networkx.algorithms.bipartite.edgelist.write_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -638,6 +650,15 @@ key names and types for edge data.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -659,15 +680,6 @@ key names and types for edge data.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.read_edgelist.html b/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.read_edgelist.html
index e794b49d..3dea2486 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.read_edgelist.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.read_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.read_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.read_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="eppstein_matching" href="networkx.algorithms.bipartite.matching.eppstein_matching.html" />
     <link rel="prev" title="parse_edgelist" href="networkx.algorithms.bipartite.edgelist.parse_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@ types (e.g. int, float, str, frozenset - or tuples of those, etc.)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ types (e.g. int, float, str, frozenset - or tuples of those, etc.)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.write_edgelist.html b/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.write_edgelist.html
index 5ef8b66f..118c1890 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.write_edgelist.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.write_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.write_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.edgelist.write_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="parse_edgelist" href="networkx.algorithms.bipartite.edgelist.parse_edgelist.html" />
     <link rel="prev" title="generate_edgelist" href="networkx.algorithms.bipartite.edgelist.generate_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -628,6 +640,15 @@ in the list.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ in the list.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph.html
index 67f19210..9df5d650 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>alternating_havel_hakimi_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>alternating_havel_hakimi_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="preferential_attachment_graph" href="networkx.algorithms.bipartite.generators.preferential_attachment_graph.html" />
     <link rel="prev" title="reverse_havel_hakimi_graph" href="networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@ To use it use nx.bipartite.alternating_havel_hakimi_graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ To use it use nx.bipartite.alternating_havel_hakimi_graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.complete_bipartite_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.complete_bipartite_graph.html
index 627ed83f..69a95d68 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.complete_bipartite_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.complete_bipartite_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>complete_bipartite_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>complete_bipartite_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.generators.complete_bipartite_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.generators.complete_bipartite_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="configuration_model" href="networkx.algorithms.bipartite.generators.configuration_model.html" />
     <link rel="prev" title="betweenness_centrality" href="networkx.algorithms.bipartite.centrality.betweenness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,6 +615,15 @@ To use it use nx.bipartite.complete_bipartite_graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ To use it use nx.bipartite.complete_bipartite_graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.configuration_model.html b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.configuration_model.html
index de3e1d4e..95070499 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.configuration_model.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.configuration_model.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>configuration_model &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>configuration_model &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.generators.configuration_model';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.generators.configuration_model.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="havel_hakimi_graph" href="networkx.algorithms.bipartite.generators.havel_hakimi_graph.html" />
     <link rel="prev" title="complete_bipartite_graph" href="networkx.algorithms.bipartite.generators.complete_bipartite_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@ To use it use nx.bipartite.configuration_model</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ To use it use nx.bipartite.configuration_model</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.gnmk_random_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.gnmk_random_graph.html
index e694aa12..0b70b7f0 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.gnmk_random_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.gnmk_random_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>gnmk_random_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>gnmk_random_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.generators.gnmk_random_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.generators.gnmk_random_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="min_edge_cover" href="networkx.algorithms.bipartite.covering.min_edge_cover.html" />
     <link rel="prev" title="random_graph" href="networkx.algorithms.bipartite.generators.random_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@ G = bipartite.gnmk_random_graph(10,20,50)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ G = bipartite.gnmk_random_graph(10,20,50)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.havel_hakimi_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.havel_hakimi_graph.html
index e9338d23..640ec713 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.havel_hakimi_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.havel_hakimi_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>havel_hakimi_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>havel_hakimi_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.generators.havel_hakimi_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.generators.havel_hakimi_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="reverse_havel_hakimi_graph" href="networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph.html" />
     <link rel="prev" title="configuration_model" href="networkx.algorithms.bipartite.generators.configuration_model.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ To use it use nx.bipartite.havel_hakimi_graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ To use it use nx.bipartite.havel_hakimi_graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.preferential_attachment_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.preferential_attachment_graph.html
index 52c85c7c..7a91fa88 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.preferential_attachment_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.preferential_attachment_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>preferential_attachment_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>preferential_attachment_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.generators.preferential_attachment_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.generators.preferential_attachment_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="random_graph" href="networkx.algorithms.bipartite.generators.random_graph.html" />
     <link rel="prev" title="alternating_havel_hakimi_graph" href="networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -622,6 +634,15 @@ Inf. Process. Lett. 90, 2004, pg. 215-221
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ Inf. Process. Lett. 90, 2004, pg. 215-221
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.random_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.random_graph.html
index 660c40b1..782c3b3c 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.random_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.random_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.generators.random_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.generators.random_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="gnmk_random_graph" href="networkx.algorithms.bipartite.generators.gnmk_random_graph.html" />
     <link rel="prev" title="preferential_attachment_graph" href="networkx.algorithms.bipartite.generators.preferential_attachment_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ Phys. Rev. E, 71, 036113, 2005.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ Phys. Rev. E, 71, 036113, 2005.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph.html
index deb992fb..27bd1a80 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>reverse_havel_hakimi_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>reverse_havel_hakimi_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="alternating_havel_hakimi_graph" href="networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph.html" />
     <link rel="prev" title="havel_hakimi_graph" href="networkx.algorithms.bipartite.generators.havel_hakimi_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ To use it use nx.bipartite.reverse_havel_hakimi_graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ To use it use nx.bipartite.reverse_havel_hakimi_graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.eppstein_matching.html b/reference/algorithms/generated/networkx.algorithms.bipartite.matching.eppstein_matching.html
index 01560a84..3c896550 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.eppstein_matching.html
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     <meta charset="utf-8" />
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-    <title>eppstein_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>eppstein_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="read_edgelist" href="networkx.algorithms.bipartite.edgelist.read_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.hopcroft_karp_matching.html b/reference/algorithms/generated/networkx.algorithms.bipartite.matching.hopcroft_karp_matching.html
index 95d2f9e7..d794b0c2 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.hopcroft_karp_matching.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hopcroft_karp_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hopcroft_karp_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="to_vertex_cover" href="networkx.algorithms.bipartite.matching.to_vertex_cover.html" />
     <link rel="prev" title="eppstein_matching" href="networkx.algorithms.bipartite.matching.eppstein_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -638,6 +650,15 @@ Maximum Matchings in Bipartite Graphs” In: <strong>SIAM Journal of Computing</
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -659,15 +680,6 @@ Maximum Matchings in Bipartite Graphs” In: <strong>SIAM Journal of Computing</
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.maximum_matching.html b/reference/algorithms/generated/networkx.algorithms.bipartite.matching.maximum_matching.html
index 63ed4056..8e6c94f7 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.maximum_matching.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.matching.maximum_matching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximum_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximum_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.matching.maximum_matching';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_weight_full_matching" href="networkx.algorithms.bipartite.matching.minimum_weight_full_matching.html" />
     <link rel="prev" title="to_vertex_cover" href="networkx.algorithms.bipartite.matching.to_vertex_cover.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.minimum_weight_full_matching.html b/reference/algorithms/generated/networkx.algorithms.bipartite.matching.minimum_weight_full_matching.html
index ab9705c2..b9a919f5 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_weight_full_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_weight_full_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="biadjacency_matrix" href="networkx.algorithms.bipartite.matrix.biadjacency_matrix.html" />
     <link rel="prev" title="maximum_matching" href="networkx.algorithms.bipartite.matching.maximum_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -637,6 +649,15 @@ Networks, 10(2):143–152, 1980.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ Networks, 10(2):143–152, 1980.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.to_vertex_cover.html b/reference/algorithms/generated/networkx.algorithms.bipartite.matching.to_vertex_cover.html
index bb726d2f..ac6a21c2 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.matching.to_vertex_cover.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_vertex_cover &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_vertex_cover &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="maximum_matching" href="networkx.algorithms.bipartite.matching.maximum_matching.html" />
     <link rel="prev" title="hopcroft_karp_matching" href="networkx.algorithms.bipartite.matching.hopcroft_karp_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,6 +644,15 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.matrix.biadjacency_matrix.html b/reference/algorithms/generated/networkx.algorithms.bipartite.matrix.biadjacency_matrix.html
index d7471a4e..9a83109a 100644
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>biadjacency_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>biadjacency_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="minimum_weight_full_matching" href="networkx.algorithms.bipartite.matching.minimum_weight_full_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ one to the transpose of the other.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ one to the transpose of the other.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
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index b835ac3c..256991de 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.matrix.from_biadjacency_matrix.html
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     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_biadjacency_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_biadjacency_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="projected_graph" href="networkx.algorithms.bipartite.projection.projected_graph.html" />
     <link rel="prev" title="biadjacency_matrix" href="networkx.algorithms.bipartite.matrix.biadjacency_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ will be ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ will be ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.collaboration_weighted_projected_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.collaboration_weighted_projected_graph.html
index cdfe723a..1b0d66a7 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>collaboration_weighted_projected_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>collaboration_weighted_projected_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="overlap_weighted_projected_graph" href="networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph.html" />
     <link rel="prev" title="weighted_projected_graph" href="networkx.algorithms.bipartite.projection.weighted_projected_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@ M. E. J. Newman, Phys. Rev. E 64, 016132 (2001).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ M. E. J. Newman, Phys. Rev. E 64, 016132 (2001).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.generic_weighted_projected_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.generic_weighted_projected_graph.html
index 7f4c683f..7105a284 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.generic_weighted_projected_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.generic_weighted_projected_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generic_weighted_projected_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generic_weighted_projected_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.projection.generic_weighted_projected_graph';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="spectral_bipartivity" href="networkx.algorithms.bipartite.spectral.spectral_bipartivity.html" />
     <link rel="prev" title="overlap_weighted_projected_graph" href="networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,6 +680,15 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -689,15 +710,6 @@ for further details on how bipartite graphs are handled in NetworkX.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph.html
index fbbf42ee..965f2662 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>overlap_weighted_projected_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>overlap_weighted_projected_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generic_weighted_projected_graph" href="networkx.algorithms.bipartite.projection.generic_weighted_projected_graph.html" />
     <link rel="prev" title="collaboration_weighted_projected_graph" href="networkx.algorithms.bipartite.projection.collaboration_weighted_projected_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@ of Social Network Analysis. Sage Publications.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ of Social Network Analysis. Sage Publications.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.projected_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.projected_graph.html
index 28b875a5..de3e80b0 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.projected_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.projected_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>projected_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>projected_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="weighted_projected_graph" href="networkx.algorithms.bipartite.projection.weighted_projected_graph.html" />
     <link rel="prev" title="from_biadjacency_matrix" href="networkx.algorithms.bipartite.matrix.from_biadjacency_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ building a multigraph results in two edges in the projection onto
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ building a multigraph results in two edges in the projection onto
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.weighted_projected_graph.html b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.weighted_projected_graph.html
index ffc0e8d7..175baa3e 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.projection.weighted_projected_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.projection.weighted_projected_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>weighted_projected_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>weighted_projected_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.bipartite.projection.weighted_projected_graph';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="collaboration_weighted_projected_graph" href="networkx.algorithms.bipartite.projection.collaboration_weighted_projected_graph.html" />
     <link rel="prev" title="projected_graph" href="networkx.algorithms.bipartite.projection.projected_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -650,6 +662,15 @@ of Social Network Analysis. Sage Publications.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -671,15 +692,6 @@ of Social Network Analysis. Sage Publications.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.redundancy.node_redundancy.html b/reference/algorithms/generated/networkx.algorithms.bipartite.redundancy.node_redundancy.html
index 597b3d59..697e8927 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.redundancy.node_redundancy.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.redundancy.node_redundancy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>node_redundancy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_redundancy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="closeness_centrality" href="networkx.algorithms.bipartite.centrality.closeness_centrality.html" />
     <link rel="prev" title="robins_alexander_clustering" href="networkx.algorithms.bipartite.cluster.robins_alexander_clustering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@ Social Networks 30(1), 31–48.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ Social Networks 30(1), 31–48.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bipartite.spectral.spectral_bipartivity.html b/reference/algorithms/generated/networkx.algorithms.bipartite.spectral.spectral_bipartivity.html
index 496f4284..41ae662a 100644
--- a/reference/algorithms/generated/networkx.algorithms.bipartite.spectral.spectral_bipartivity.html
+++ b/reference/algorithms/generated/networkx.algorithms.bipartite.spectral.spectral_bipartivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>spectral_bipartivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>spectral_bipartivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.bipartite.spectral.spectral_bipartivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="clustering" href="networkx.algorithms.bipartite.cluster.clustering.html" />
     <link rel="prev" title="generic_weighted_projected_graph" href="networkx.algorithms.bipartite.projection.generic_weighted_projected_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ bipartivity in complex networks”, PhysRev E 72, 046105 (2005)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ bipartivity in complex networks”, PhysRev E 72, 046105 (2005)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.boundary.edge_boundary.html b/reference/algorithms/generated/networkx.algorithms.boundary.edge_boundary.html
index f2fd86a5..50b128c0 100644
--- a/reference/algorithms/generated/networkx.algorithms.boundary.edge_boundary.html
+++ b/reference/algorithms/generated/networkx.algorithms.boundary.edge_boundary.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edge_boundary &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edge_boundary &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.boundary.edge_boundary';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.boundary.edge_boundary.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="node_boundary" href="networkx.algorithms.boundary.node_boundary.html" />
     <link rel="prev" title="Boundary" href="../boundary.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ the interest of speed and generality, that is not required here.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ the interest of speed and generality, that is not required here.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.boundary.node_boundary.html b/reference/algorithms/generated/networkx.algorithms.boundary.node_boundary.html
index 3b1b8cbf..f9d4ab97 100644
--- a/reference/algorithms/generated/networkx.algorithms.boundary.node_boundary.html
+++ b/reference/algorithms/generated/networkx.algorithms.boundary.node_boundary.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>node_boundary &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_boundary &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Bridges" href="../bridges.html" />
     <link rel="prev" title="edge_boundary" href="networkx.algorithms.boundary.edge_boundary.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ the interest of speed and generality, that is not required here.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ the interest of speed and generality, that is not required here.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.bridges.bridges.html b/reference/algorithms/generated/networkx.algorithms.bridges.bridges.html
index 3ef556d1..80b60063 100644
--- a/reference/algorithms/generated/networkx.algorithms.bridges.bridges.html
+++ b/reference/algorithms/generated/networkx.algorithms.bridges.bridges.html
@@ -6,7 +6,7 @@
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-    <title>bridges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bridges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="next" title="has_bridges" href="networkx.algorithms.bridges.has_bridges.html" />
     <link rel="prev" title="Bridges" href="../bridges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -637,6 +649,15 @@ the number of edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ the number of edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.bridges.has_bridges.html b/reference/algorithms/generated/networkx.algorithms.bridges.has_bridges.html
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-    <title>has_bridges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>has_bridges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="bridges" href="networkx.algorithms.bridges.bridges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -627,6 +639,15 @@ graph and <span class="math notranslate nohighlight">\(m\)</span> is the number
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ graph and <span class="math notranslate nohighlight">\(m\)</span> is the number
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.bridges.local_bridges.html b/reference/algorithms/generated/networkx.algorithms.bridges.local_bridges.html
index 11b5a149..9b4a6af3 100644
--- a/reference/algorithms/generated/networkx.algorithms.bridges.local_bridges.html
+++ b/reference/algorithms/generated/networkx.algorithms.bridges.local_bridges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>local_bridges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>local_bridges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Centrality" href="../centrality.html" />
     <link rel="prev" title="has_bridges" href="networkx.algorithms.bridges.has_bridges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -618,6 +630,15 @@ as a 3-tuple <code class="xref py py-obj docutils literal notranslate"><span cla
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ as a 3-tuple <code class="xref py py-obj docutils literal notranslate"><span cla
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.approximate_current_flow_betweenness_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.approximate_current_flow_betweenness_centrality.html
index cddd2ae3..13d5f2ed 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>approximate_current_flow_betweenness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>approximate_current_flow_betweenness_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="edge_current_flow_betweenness_centrality" href="networkx.algorithms.centrality.edge_current_flow_betweenness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ LNCS 3404, pp. 533-544. Springer-Verlag, 2005.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ LNCS 3404, pp. 533-544. Springer-Verlag, 2005.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.betweenness_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.betweenness_centrality.html
index fde1c9f4..c719ea9e 100644
--- a/reference/algorithms/generated/networkx.algorithms.centrality.betweenness_centrality.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>betweenness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>betweenness_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="betweenness_centrality_subset" href="networkx.algorithms.centrality.betweenness_centrality_subset.html" />
     <link rel="prev" title="information_centrality" href="networkx.algorithms.centrality.information_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -687,6 +699,15 @@ Sociometry 40: 35–41, 1977
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -708,15 +729,6 @@ Sociometry 40: 35–41, 1977
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.betweenness_centrality_subset.html b/reference/algorithms/generated/networkx.algorithms.centrality.betweenness_centrality_subset.html
index b02bf31d..4ae2a2e8 100644
--- a/reference/algorithms/generated/networkx.algorithms.centrality.betweenness_centrality_subset.html
+++ b/reference/algorithms/generated/networkx.algorithms.centrality.betweenness_centrality_subset.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>betweenness_centrality_subset &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>betweenness_centrality_subset &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="edge_betweenness_centrality" href="networkx.algorithms.centrality.edge_betweenness_centrality.html" />
     <link rel="prev" title="betweenness_centrality" href="networkx.algorithms.centrality.betweenness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
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+      v3.1rc1.dev0
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@@ -661,6 +673,15 @@ Social Networks 30(2):136-145, 2008.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -682,15 +703,6 @@ Social Networks 30(2):136-145, 2008.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -688,15 +709,6 @@ Cambridge University Press.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-    <title>communicability_betweenness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -642,6 +654,15 @@ Physica A 388 (2009) 764-774.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ Physica A 388 (2009) 764-774.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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-    <title>current_flow_betweenness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -651,6 +663,15 @@ M. E. J. Newman, Social Networks 27, 39-54 (2005).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -672,15 +693,6 @@ M. E. J. Newman, Social Networks 27, 39-54 (2005).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.current_flow_betweenness_centrality_subset.html b/reference/algorithms/generated/networkx.algorithms.centrality.current_flow_betweenness_centrality_subset.html
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-    <title>current_flow_betweenness_centrality_subset &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -655,6 +667,15 @@ M. E. J. Newman, Social Networks 27, 39-54 (2005).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -676,15 +697,6 @@ M. E. J. Newman, Social Networks 27, 39-54 (2005).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
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 </div>
 
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-    <title>current_flow_closeness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>current_flow_closeness_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="incremental_closeness_centrality" href="networkx.algorithms.centrality.incremental_closeness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -637,6 +649,15 @@ Social Networks 11(1):1-37, 1989.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ Social Networks 11(1):1-37, 1989.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.degree_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.degree_centrality.html
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-    <title>degree_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="Centrality" href="../centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -615,6 +627,15 @@ are possible.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -636,15 +657,6 @@ are possible.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.dispersion.html b/reference/algorithms/generated/networkx.algorithms.centrality.dispersion.html
index 604c393d..cdbe7bca 100644
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-    <title>dispersion &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dispersion &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="harmonic_centrality" href="networkx.algorithms.centrality.harmonic_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -629,6 +641,15 @@ Lars Backstrom, Jon Kleinberg.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ Lars Backstrom, Jon Kleinberg.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.edge_betweenness_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.edge_betweenness_centrality.html
index e7d9c75b..8f4facbe 100644
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     <meta charset="utf-8" />
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-    <title>edge_betweenness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edge_betweenness_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -648,6 +660,15 @@ Social Networks 30(2):136-145, 2008.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -669,15 +690,6 @@ Social Networks 30(2):136-145, 2008.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.edge_betweenness_centrality_subset.html b/reference/algorithms/generated/networkx.algorithms.centrality.edge_betweenness_centrality_subset.html
index 6e3ed031..754d20df 100644
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-    <title>edge_betweenness_centrality_subset &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ Social Networks 30(2):136-145, 2008.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ Social Networks 30(2):136-145, 2008.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.edge_current_flow_betweenness_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.edge_current_flow_betweenness_centrality.html
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-    <title>edge_current_flow_betweenness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="current_flow_betweenness_centrality" href="networkx.algorithms.centrality.current_flow_betweenness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -658,6 +670,15 @@ M. E. J. Newman, Social Networks 27, 39-54 (2005).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -679,15 +700,6 @@ M. E. J. Newman, Social Networks 27, 39-54 (2005).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
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index 25ced1bf..2b613ec0 100644
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-    <title>edge_current_flow_betweenness_centrality_subset &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="current_flow_betweenness_centrality_subset" href="networkx.algorithms.centrality.current_flow_betweenness_centrality_subset.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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-    <title>edge_load_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ This function is for demonstration and testing purposes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-    <title>eigenvector_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -672,6 +684,15 @@ Oxford University Press, USA, 2010, pp. 169.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -693,15 +714,6 @@ Oxford University Press, USA, 2010, pp. 169.</p>
 
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-</div>
-
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-  
-</div>
-
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 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.eigenvector_centrality_numpy.html b/reference/algorithms/generated/networkx.algorithms.centrality.eigenvector_centrality_numpy.html
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-    <title>eigenvector_centrality_numpy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -657,6 +669,15 @@ Oxford University Press, USA, 2010, pp. 169.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -678,15 +699,6 @@ Oxford University Press, USA, 2010, pp. 169.</p>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.estrada_index.html b/reference/algorithms/generated/networkx.algorithms.centrality.estrada_index.html
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-    <title>estrada_index &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="subgraph_centrality_exp" href="networkx.algorithms.centrality.subgraph_centrality_exp.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -632,6 +644,15 @@ Linear Algebra and its Applications. 427, 1 (2007).
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ Linear Algebra and its Applications. 427, 1 (2007).
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
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-  
-</div>
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-    <title>global_reaching_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
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     <link rel="prev" title="local_reaching_centrality" href="networkx.algorithms.centrality.local_reaching_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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@@ -636,6 +648,15 @@ weights.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -657,15 +678,6 @@ weights.</p>
 
 <div class="toc-item">
   
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-  
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-    <title>group_betweenness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="communicability_betweenness_centrality" href="networkx.algorithms.centrality.communicability_betweenness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -697,15 +718,6 @@ SIAM International Conference on Data Mining, SDM 2018, 126–134.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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index bd7a8dbf..96acca0e 100644
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-    <title>group_closeness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="group_betweenness_centrality" href="networkx.algorithms.centrality.group_betweenness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -653,6 +665,15 @@ WWWConference Proceedings, 2014. 689-694.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ WWWConference Proceedings, 2014. 689-694.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
-
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-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.group_degree_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.group_degree_centrality.html
index ce45fc80..818ba95a 100644
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-    <title>group_degree_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="group_closeness_centrality" href="networkx.algorithms.centrality.group_closeness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -629,6 +641,15 @@ Journal of Mathematical Sociology. 23(3): 181-201. 1999.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ Journal of Mathematical Sociology. 23(3): 181-201. 1999.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
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-  
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-  
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index d03adde9..bbe3008d 100644
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-    <title>group_in_degree_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>group_in_degree_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="group_degree_centrality" href="networkx.algorithms.centrality.group_degree_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -622,6 +634,15 @@ so for group in-degree centrality, the reverse graph is used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ so for group in-degree centrality, the reverse graph is used.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
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 </div>
 
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-    <title>group_out_degree_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="group_in_degree_centrality" href="networkx.algorithms.centrality.group_in_degree_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -622,6 +634,15 @@ so for group out-degree centrality, the graph itself is used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ so for group out-degree centrality, the graph itself is used.</p>
 
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-<div class="toc-item">
-  
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index b02b0818..b1486c52 100644
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-    <title>harmonic_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="estrada_index" href="networkx.algorithms.centrality.estrada_index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -633,6 +645,15 @@ Internet Mathematics 10.3-4 (2014): 222-262.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -654,15 +675,6 @@ Internet Mathematics 10.3-4 (2014): 222-262.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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-    <title>in_degree_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -621,6 +633,15 @@ are possible.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ are possible.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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-    <title>incremental_closeness_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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     <link rel="prev" title="closeness_centrality" href="networkx.algorithms.centrality.closeness_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -665,6 +677,15 @@ Algorithms for Closeness Centrality. 2013 IEEE International Conference on Big D
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -686,15 +707,6 @@ Algorithms for Closeness Centrality. 2013 IEEE International Conference on Big D
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
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 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.information_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.information_centrality.html
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-    <title>information_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -637,6 +649,15 @@ Social Networks 11(1):1-37, 1989.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ Social Networks 11(1):1-37, 1989.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
-
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.katz_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.katz_centrality.html
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-    <title>katz_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>katz_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="eigenvector_centrality_numpy" href="networkx.algorithms.centrality.eigenvector_centrality_numpy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -697,6 +709,15 @@ Psychometrika 18(1):39–43, 1953
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -718,15 +739,6 @@ Psychometrika 18(1):39–43, 1953
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-  
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 </div>
 
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-    <title>katz_centrality_numpy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="katz_centrality" href="networkx.algorithms.centrality.katz_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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@@ -684,6 +696,15 @@ Psychometrika 18(1):39–43, 1953
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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+  <section id="laplacian-centrality">
+<h1>laplacian_centrality<a class="headerlink" href="#laplacian-centrality" title="Permalink to this heading">#</a></h1>
+<dl class="py function">
+<dt class="sig sig-object py" id="networkx.algorithms.centrality.laplacian_centrality">
+<span class="sig-name descname"><span class="pre">laplacian_centrality</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">G</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">normalized</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nodelist</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">weight</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'weight'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">walk_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">alpha</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.95</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/algorithms/centrality/laplacian.html#laplacian_centrality"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.algorithms.centrality.laplacian_centrality" title="Permalink to this definition">#</a></dt>
+<dd><p>Compute the Laplacian centrality for nodes in the graph <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code>.</p>
+<p>The Laplacian Centrality of a node <code class="docutils literal notranslate"><span class="pre">i</span></code> is measured by the drop in the
+Laplacian Energy after deleting node <code class="docutils literal notranslate"><span class="pre">i</span></code> from the graph. The Laplacian Energy
+is the sum of the squared eigenvalues of a graph’s Laplacian matrix.</p>
+<div class="math notranslate nohighlight">
+\[ \begin{align}\begin{aligned}C_L(u_i,G) = \frac{(\Delta E)_i}{E_L (G)} = \frac{E_L (G)-E_L (G_i)}{E_L (G)}\\E_L (G) = \sum_{i=0}^n \lambda_i^2\end{aligned}\end{align} \]</div>
+<p>Where <span class="math notranslate nohighlight">\(E_L (G)\)</span> is the Laplacian energy of graph <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code>,
+E_L (G_i) is the Laplacian energy of graph <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> after deleting node <code class="docutils literal notranslate"><span class="pre">i</span></code>
+and <span class="math notranslate nohighlight">\(\lambda_i\)</span> are the eigenvalues of <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code>’s Laplacian matrix.
+This formula shows the normalized value. Without normalization,
+the numerator on the right side is returned.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>G</strong><span class="classifier">graph</span></dt><dd><p>A networkx graph</p>
+</dd>
+<dt><strong>normalized</strong><span class="classifier">bool (default = True)</span></dt><dd><p>If True the centrality score is scaled so the sum over all nodes is 1.
+If False the centrality score for each node is the drop in Laplacian
+energy when that node is removed.</p>
+</dd>
+<dt><strong>nodelist</strong><span class="classifier">list, optional (default = None)</span></dt><dd><p>The rows and columns are ordered according to the nodes in nodelist.
+If nodelist is None, then the ordering is produced by G.nodes().</p>
+</dd>
+<dt><strong>weight: string or None, optional (default=`weight`)</strong></dt><dd><p>Optional parameter <code class="xref py py-obj docutils literal notranslate"><span class="pre">weight</span></code> to compute the Laplacian matrix.
+The edge data key used to compute each value in the matrix.
+If None, then each edge has weight 1.</p>
+</dd>
+<dt><strong>walk_type</strong><span class="classifier">string or None, optional (default=None)</span></dt><dd><p>Optional parameter <code class="xref py py-obj docutils literal notranslate"><span class="pre">walk_type</span></code> used when calling
+<code class="xref py py-func docutils literal notranslate"><span class="pre">directed_laplacian_matrix</span></code>.
+If None, the transition matrix is selected depending on the properties
+of the graph. Otherwise can be <a class="reference external" href="https://docs.python.org/3/library/random.html#module-random" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">random</span></code></a>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">lazy</span></code>, or <code class="xref py py-obj docutils literal notranslate"><span class="pre">pagerank</span></code>.</p>
+</dd>
+<dt><strong>alpha</strong><span class="classifier">real (default = 0.95)</span></dt><dd><p>Optional parameter <code class="xref py py-obj docutils literal notranslate"><span class="pre">alpha</span></code> used when calling
+<code class="xref py py-func docutils literal notranslate"><span class="pre">directed_laplacian_matrix</span></code>.
+(1 - alpha) is the teleportation probability used with pagerank.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><dl class="simple">
+<dt><strong>nodes</strong><span class="classifier">dictionary</span></dt><dd><p>Dictionary of nodes with Laplacian centrality as the value.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt>NetworkXPointlessConcept</dt><dd><p>If the graph <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> is the null graph.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<dl class="simple">
+<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">directed_laplacian_matrix</span></code></dt><dd></dd>
+<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">laplacian_matrix</span></code></dt><dd></dd>
+</dl>
+</div>
+<p class="rubric">Notes</p>
+<p>The algorithm is implemented based on <a class="reference internal" href="#r9706a14ca604-1" id="id1">[1]</a> with an extension to directed graphs
+using the <code class="docutils literal notranslate"><span class="pre">directed_laplacian_matrix</span></code> function.</p>
+<p class="rubric">References</p>
+<div role="list" class="citation-list">
+<div class="citation" id="r9706a14ca604-1" role="doc-biblioentry">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id1">1</a><span class="fn-bracket">]</span></span>
+<p>Qi, X., Fuller, E., Wu, Q., Wu, Y., and Zhang, C.-Q. (2012).
+Laplacian centrality: A new centrality measure for weighted networks.
+Information Sciences, 194:240-253.
+<a class="reference external" href="https://math.wvu.edu/~cqzhang/Publication-files/my-paper/INS-2012-Laplacian-W.pdf">https://math.wvu.edu/~cqzhang/Publication-files/my-paper/INS-2012-Laplacian-W.pdf</a></p>
+</div>
+</div>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">Graph</span><span class="p">()</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">edges</span> <span class="o">=</span> <span class="p">[(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">1</span><span class="p">)]</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">G</span><span class="o">.</span><span class="n">add_weighted_edges_from</span><span class="p">(</span><span class="n">edges</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="nb">sorted</span><span class="p">((</span><span class="n">v</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">c</span><span class="si">:</span><span class="s2">0.2f</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span> <span class="k">for</span> <span class="n">v</span><span class="p">,</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">laplacian_centrality</span><span class="p">(</span><span class="n">G</span><span class="p">)</span><span class="o">.</span><span class="n">items</span><span class="p">())</span>
+<span class="go">[(0, &#39;0.70&#39;), (1, &#39;0.90&#39;), (2, &#39;0.28&#39;), (3, &#39;0.22&#39;), (4, &#39;0.26&#39;), (5, &#39;0.04&#39;)]</span>
+</pre></div>
+</div>
+</dd></dl>
+
+</section>
+
+
+            </article>
+            
+            
+            
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       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -640,6 +652,15 @@ weights.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -661,15 +682,6 @@ weights.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.out_degree_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.out_degree_centrality.html
index d8e24ead..8b9772c7 100644
--- a/reference/algorithms/generated/networkx.algorithms.centrality.out_degree_centrality.html
+++ b/reference/algorithms/generated/networkx.algorithms.centrality.out_degree_centrality.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>out_degree_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>out_degree_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="eigenvector_centrality" href="networkx.algorithms.centrality.eigenvector_centrality.html" />
     <link rel="prev" title="in_degree_centrality" href="networkx.algorithms.centrality.in_degree_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ are possible.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ are possible.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.percolation_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.percolation_centrality.html
index 2b86f074..557ae839 100644
--- a/reference/algorithms/generated/networkx.algorithms.centrality.percolation_centrality.html
+++ b/reference/algorithms/generated/networkx.algorithms.centrality.percolation_centrality.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>percolation_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>percolation_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.centrality.percolation_centrality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.centrality.percolation_centrality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="second_order_centrality" href="networkx.algorithms.centrality.second_order_centrality.html" />
     <link rel="prev" title="global_reaching_centrality" href="networkx.algorithms.centrality.global_reaching_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,7 +622,7 @@ The weight of an edge is treated as the length or distance between the two sides
 <p class="rubric">Notes</p>
 <p>The algorithm is from Mahendra Piraveenan, Mikhail Prokopenko, and
 Liaquat Hossain <a class="reference internal" href="#rba736a0302cb-1" id="id1">[1]</a>
-Pair dependecies are calculated and accumulated using <a class="reference internal" href="#rba736a0302cb-2" id="id2">[2]</a></p>
+Pair dependencies are calculated and accumulated using <a class="reference internal" href="#rba736a0302cb-2" id="id2">[2]</a></p>
 <p>For weighted graphs the edge weights must be greater than zero.
 Zero edge weights can produce an infinite number of equal length
 paths between pairs of nodes.</p>
@@ -648,6 +660,15 @@ Journal of Mathematical Sociology 25(2):163-177, 2001.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -669,15 +690,6 @@ Journal of Mathematical Sociology 25(2):163-177, 2001.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.prominent_group.html b/reference/algorithms/generated/networkx.algorithms.centrality.prominent_group.html
index 20bc3c81..88e0767c 100644
--- a/reference/algorithms/generated/networkx.algorithms.centrality.prominent_group.html
+++ b/reference/algorithms/generated/networkx.algorithms.centrality.prominent_group.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>prominent_group &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>prominent_group &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.centrality.prominent_group';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.centrality.prominent_group.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="load_centrality" href="networkx.algorithms.centrality.load_centrality.html" />
     <link rel="prev" title="group_out_degree_centrality" href="networkx.algorithms.centrality.group_out_degree_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -682,6 +694,15 @@ SIAM International Conference on Data Mining, SDM 2018, 126–134.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -703,15 +724,6 @@ SIAM International Conference on Data Mining, SDM 2018, 126–134.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.second_order_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.second_order_centrality.html
index 04f9240f..9898693f 100644
--- a/reference/algorithms/generated/networkx.algorithms.centrality.second_order_centrality.html
+++ b/reference/algorithms/generated/networkx.algorithms.centrality.second_order_centrality.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>second_order_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>second_order_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.centrality.second_order_centrality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.centrality.second_order_centrality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="trophic_levels" href="networkx.algorithms.centrality.trophic_levels.html" />
     <link rel="prev" title="percolation_centrality" href="networkx.algorithms.centrality.percolation_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -638,6 +650,15 @@ complex networks”, Elsevier Computer Communications 34(5):619-628, 2011.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -659,15 +680,6 @@ complex networks”, Elsevier Computer Communications 34(5):619-628, 2011.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.subgraph_centrality.html b/reference/algorithms/generated/networkx.algorithms.centrality.subgraph_centrality.html
index 32c56168..12856308 100644
--- a/reference/algorithms/generated/networkx.algorithms.centrality.subgraph_centrality.html
+++ b/reference/algorithms/generated/networkx.algorithms.centrality.subgraph_centrality.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>subgraph_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>subgraph_centrality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.centrality.subgraph_centrality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.centrality.subgraph_centrality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="subgraph_centrality_exp" href="networkx.algorithms.centrality.subgraph_centrality_exp.html" />
     <link rel="prev" title="edge_load_centrality" href="networkx.algorithms.centrality.edge_load_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@ Physical Review E 71, 056103 (2005).
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ Physical Review E 71, 056103 (2005).
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.subgraph_centrality_exp.html b/reference/algorithms/generated/networkx.algorithms.centrality.subgraph_centrality_exp.html
index 91154361..2e07a370 100644
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-    <title>subgraph_centrality_exp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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-
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-  
-</div>
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index 6571fbd5..79bd13b8 100644
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-    <title>trophic_differences &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="trophic_levels" href="networkx.algorithms.centrality.trophic_levels.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -609,6 +621,15 @@ Munoz (2014) PNAS “Trophic coherence determines food-web stability”</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ Munoz (2014) PNAS “Trophic coherence determines food-web stability”</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.trophic_incoherence_parameter.html b/reference/algorithms/generated/networkx.algorithms.centrality.trophic_incoherence_parameter.html
index 0aae5f0f..5c34925b 100644
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-    <title>trophic_incoherence_parameter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>trophic_incoherence_parameter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="trophic_differences" href="networkx.algorithms.centrality.trophic_differences.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -610,6 +622,15 @@ Munoz (2014) PNAS “Trophic coherence determines food-web stability”</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ Munoz (2014) PNAS “Trophic coherence determines food-web stability”</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.centrality.trophic_levels.html b/reference/algorithms/generated/networkx.algorithms.centrality.trophic_levels.html
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-    <title>trophic_levels &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>trophic_levels &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="second_order_centrality" href="networkx.algorithms.centrality.second_order_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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@@ -632,15 +653,6 @@
 
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-  
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index f1a599aa..cdf7f93e 100644
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-    <title>voterank &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
-    <link rel="next" title="Chains" href="../chains.html" />
+    <link rel="next" title="laplacian_centrality" href="networkx.algorithms.centrality.laplacian_centrality.html" />
     <link rel="prev" title="trophic_incoherence_parameter" href="networkx.algorithms.centrality.trophic_incoherence_parameter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -628,6 +640,15 @@ However, the directed version is different in two ways:
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ However, the directed version is different in two ways:
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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 </div>
 
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-    <title>chain_decomposition &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Chordal" href="../chordal.html" />
     <link rel="prev" title="Chains" href="../chains.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -636,6 +648,15 @@ and 2-edge-connectivity.” <em>Information Processing Letters</em>,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -657,15 +678,6 @@ and 2-edge-connectivity.” <em>Information Processing Letters</em>,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_cliques.html b/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_cliques.html
index 5e93d30b..42a3254f 100644
--- a/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_cliques.html
+++ b/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_cliques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>chordal_graph_cliques &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>chordal_graph_cliques &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="chordal_graph_treewidth" href="networkx.algorithms.chordal.chordal_graph_treewidth.html" />
     <link rel="prev" title="is_chordal" href="networkx.algorithms.chordal.is_chordal.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ graph is found to be non-chordal, a <code class="xref py py-exc docutils literal
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ graph is found to be non-chordal, a <code class="xref py py-exc docutils literal
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_treewidth.html b/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_treewidth.html
index a4a02f31..e8915d46 100644
--- a/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_treewidth.html
+++ b/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_treewidth.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>chordal_graph_treewidth &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>chordal_graph_treewidth &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_treewidth';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.chordal.chordal_graph_treewidth.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="complete_to_chordal_graph" href="networkx.algorithms.chordal.complete_to_chordal_graph.html" />
     <link rel="prev" title="chordal_graph_cliques" href="networkx.algorithms.chordal.chordal_graph_cliques.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ graph is found to be non-chordal, a <code class="xref py py-exc docutils literal
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ graph is found to be non-chordal, a <code class="xref py py-exc docutils literal
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.chordal.complete_to_chordal_graph.html b/reference/algorithms/generated/networkx.algorithms.chordal.complete_to_chordal_graph.html
index e13e0fb0..01e62f2d 100644
--- a/reference/algorithms/generated/networkx.algorithms.chordal.complete_to_chordal_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.chordal.complete_to_chordal_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>complete_to_chordal_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>complete_to_chordal_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.chordal.complete_to_chordal_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.chordal.complete_to_chordal_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="find_induced_nodes" href="networkx.algorithms.chordal.find_induced_nodes.html" />
     <link rel="prev" title="chordal_graph_treewidth" href="networkx.algorithms.chordal.chordal_graph_treewidth.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ Graphs.  Algorithmica. 39. 287-298. 10.1007/s00453-004-1084-3.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ Graphs.  Algorithmica. 39. 287-298. 10.1007/s00453-004-1084-3.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.chordal.find_induced_nodes.html b/reference/algorithms/generated/networkx.algorithms.chordal.find_induced_nodes.html
index 03311e47..4440228e 100644
--- a/reference/algorithms/generated/networkx.algorithms.chordal.find_induced_nodes.html
+++ b/reference/algorithms/generated/networkx.algorithms.chordal.find_induced_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>find_induced_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>find_induced_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.chordal.find_induced_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.chordal.find_induced_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Clique" href="../clique.html" />
     <link rel="prev" title="complete_to_chordal_graph" href="networkx.algorithms.chordal.complete_to_chordal_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -635,6 +647,15 @@ Gal Elidan, Stephen Gould; JMLR, 9(Dec):2699–2731, 2008.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -656,15 +677,6 @@ Gal Elidan, Stephen Gould; JMLR, 9(Dec):2699–2731, 2008.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.chordal.is_chordal.html b/reference/algorithms/generated/networkx.algorithms.chordal.is_chordal.html
index e1b8b345..feacf86e 100644
--- a/reference/algorithms/generated/networkx.algorithms.chordal.is_chordal.html
+++ b/reference/algorithms/generated/networkx.algorithms.chordal.is_chordal.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_chordal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_chordal &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.chordal.is_chordal';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.chordal.is_chordal.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="chordal_graph_cliques" href="networkx.algorithms.chordal.chordal_graph_cliques.html" />
     <link rel="prev" title="Chordal" href="../chordal.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -635,6 +647,15 @@ pp. 566–579.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -656,15 +677,6 @@ pp. 566–579.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.cliques_containing_node.html b/reference/algorithms/generated/networkx.algorithms.clique.cliques_containing_node.html
index ef160907..b1720735 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.cliques_containing_node.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.cliques_containing_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cliques_containing_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cliques_containing_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.cliques_containing_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.cliques_containing_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="max_weight_clique" href="networkx.algorithms.clique.max_weight_clique.html" />
     <link rel="prev" title="number_of_cliques" href="networkx.algorithms.clique.number_of_cliques.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,6 +576,14 @@
 <dt class="sig sig-object py" id="networkx.algorithms.clique.cliques_containing_node">
 <span class="sig-name descname"><span class="pre">cliques_containing_node</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">G</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nodes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cliques</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/algorithms/clique.html#cliques_containing_node"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.algorithms.clique.cliques_containing_node" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns a list of cliques containing the given node.</p>
+<div class="deprecated">
+<p><span class="versionmodified deprecated">Deprecated since version 3.0: </span>cliques_containing_node is deprecated and will be removed in 3.2.
+Use the result of <a class="reference internal" href="networkx.algorithms.clique.find_cliques.html#networkx.algorithms.clique.find_cliques" title="networkx.algorithms.clique.find_cliques"><code class="xref py py-obj docutils literal notranslate"><span class="pre">find_cliques</span></code></a> directly to compute the cliques that
+contain each node:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="p">[</span><span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">)</span> <span class="k">if</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">c</span><span class="p">]</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G</span><span class="p">}</span>
+</pre></div>
+</div>
+</div>
 <p>Returns a single list or list of lists depending on input nodes.
 Optional list of cliques can be input if already computed.</p>
 </dd></dl>
@@ -583,6 +603,15 @@ Optional list of cliques can be input if already computed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +633,6 @@ Optional list of cliques can be input if already computed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.enumerate_all_cliques.html b/reference/algorithms/generated/networkx.algorithms.clique.enumerate_all_cliques.html
index e865d72c..9fbb6ca9 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.enumerate_all_cliques.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.enumerate_all_cliques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>enumerate_all_cliques &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>enumerate_all_cliques &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.enumerate_all_cliques';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.enumerate_all_cliques.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="find_cliques" href="networkx.algorithms.clique.find_cliques.html" />
     <link rel="prev" title="Clique" href="../clique.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ Conference, pp. 12, 12–18 Nov. 2005.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ Conference, pp. 12, 12–18 Nov. 2005.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.find_cliques.html b/reference/algorithms/generated/networkx.algorithms.clique.find_cliques.html
index 31f82b8e..3f7b3813 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.find_cliques.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.find_cliques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>find_cliques &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>find_cliques &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.find_cliques';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.find_cliques.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="find_cliques_recursive" href="networkx.algorithms.clique.find_cliques_recursive.html" />
     <link rel="prev" title="enumerate_all_cliques" href="networkx.algorithms.clique.enumerate_all_cliques.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,67 @@ Volume 407, Issues 1–3, 6 November 2008, Pages 564–568,
 &lt;<a class="reference external" href="https://doi.org/10.1016/j.tcs.2008.05.010">https://doi.org/10.1016/j.tcs.2008.05.010</a>&gt;</p>
 </div>
 </div>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">pprint</span> <span class="kn">import</span> <span class="n">pprint</span>  <span class="c1"># For nice dict formatting</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">karate_club_graph</span><span class="p">()</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>  <span class="c1"># The number of maximal cliques in G</span>
+<span class="go">36</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="nb">max</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">),</span> <span class="n">key</span><span class="o">=</span><span class="nb">len</span><span class="p">)</span>  <span class="c1"># The largest maximal clique in G</span>
+<span class="go">[0, 1, 2, 3, 13]</span>
+</pre></div>
+</div>
+<p>The size of the largest maximal clique is known as the <em>clique number</em> of
+the graph, which can be found directly with:</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="nb">max</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">c</span><span class="p">)</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
+<span class="go">5</span>
+</pre></div>
+</div>
+<p>One can also compute the number of maximal cliques in <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that contain a given
+node. The following produces a dictionary keyed by node whose
+values are the number of maximal cliques in <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that contain the node:</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">pprint</span><span class="p">({</span><span class="n">n</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">)</span> <span class="k">if</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">c</span><span class="p">)</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G</span><span class="p">})</span>
+<span class="go">{0: 13,</span>
+<span class="go"> 1: 6,</span>
+<span class="go"> 2: 7,</span>
+<span class="go"> 3: 3,</span>
+<span class="go"> 4: 2,</span>
+<span class="go"> 5: 3,</span>
+<span class="go"> 6: 3,</span>
+<span class="go"> 7: 1,</span>
+<span class="go"> 8: 3,</span>
+<span class="go"> 9: 2,</span>
+<span class="go"> 10: 2,</span>
+<span class="go"> 11: 1,</span>
+<span class="go"> 12: 1,</span>
+<span class="go"> 13: 2,</span>
+<span class="go"> 14: 1,</span>
+<span class="go"> 15: 1,</span>
+<span class="go"> 16: 1,</span>
+<span class="go"> 17: 1,</span>
+<span class="go"> 18: 1,</span>
+<span class="go"> 19: 2,</span>
+<span class="go"> 20: 1,</span>
+<span class="go"> 21: 1,</span>
+<span class="go"> 22: 1,</span>
+<span class="go"> 23: 3,</span>
+<span class="go"> 24: 2,</span>
+<span class="go"> 25: 2,</span>
+<span class="go"> 26: 1,</span>
+<span class="go"> 27: 3,</span>
+<span class="go"> 28: 2,</span>
+<span class="go"> 29: 2,</span>
+<span class="go"> 30: 2,</span>
+<span class="go"> 31: 4,</span>
+<span class="go"> 32: 9,</span>
+<span class="go"> 33: 14}</span>
+</pre></div>
+</div>
+<p>Or, similarly, the maximal cliques in <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that contain a given node.
+For example, the 4 maximal cliques that contain node 31:</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="p">[</span><span class="n">c</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">)</span> <span class="k">if</span> <span class="mi">31</span> <span class="ow">in</span> <span class="n">c</span><span class="p">]</span>
+<span class="go">[[0, 31], [33, 32, 31], [33, 28, 31], [24, 25, 31]]</span>
+</pre></div>
+</div>
 </dd></dl>
 
 </section>
@@ -666,6 +739,15 @@ Volume 407, Issues 1–3, 6 November 2008, Pages 564–568,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -687,15 +769,6 @@ Volume 407, Issues 1–3, 6 November 2008, Pages 564–568,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.find_cliques_recursive.html b/reference/algorithms/generated/networkx.algorithms.clique.find_cliques_recursive.html
index c1ec806a..eca5e022 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.find_cliques_recursive.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.find_cliques_recursive.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>find_cliques_recursive &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>find_cliques_recursive &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.find_cliques_recursive';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.find_cliques_recursive.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="make_max_clique_graph" href="networkx.algorithms.clique.make_max_clique_graph.html" />
     <link rel="prev" title="find_cliques" href="networkx.algorithms.clique.find_cliques.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -602,7 +614,7 @@ cliques is arbitrary.</p>
 <div class="admonition seealso">
 <p class="admonition-title">See also</p>
 <dl class="simple">
-<dt><a class="reference internal" href="networkx.algorithms.clique.find_cliques.html#networkx.algorithms.clique.find_cliques" title="networkx.algorithms.clique.find_cliques"><code class="xref py py-obj docutils literal notranslate"><span class="pre">find_cliques</span></code></a></dt><dd><p>An iterative version of the same algorithm.</p>
+<dt><a class="reference internal" href="networkx.algorithms.clique.find_cliques.html#networkx.algorithms.clique.find_cliques" title="networkx.algorithms.clique.find_cliques"><code class="xref py py-obj docutils literal notranslate"><span class="pre">find_cliques</span></code></a></dt><dd><p>An iterative version of the same algorithm. See docstring for examples.</p>
 </dd>
 </dl>
 </div>
@@ -664,6 +676,15 @@ Volume 407, Issues 1–3, 6 November 2008, Pages 564–568,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -685,15 +706,6 @@ Volume 407, Issues 1–3, 6 November 2008, Pages 564–568,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.graph_clique_number.html b/reference/algorithms/generated/networkx.algorithms.clique.graph_clique_number.html
index 3aa97657..e368593c 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.graph_clique_number.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.graph_clique_number.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>graph_clique_number &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>graph_clique_number &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.graph_clique_number';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.graph_clique_number.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="graph_number_of_cliques" href="networkx.algorithms.clique.graph_number_of_cliques.html" />
     <link rel="prev" title="make_clique_bipartite" href="networkx.algorithms.clique.make_clique_bipartite.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,13 @@
 <dd><p>Returns the clique number of the graph.</p>
 <p>The <em>clique number</em> of a graph is the size of the largest clique in
 the graph.</p>
+<div class="deprecated">
+<p><span class="versionmodified deprecated">Deprecated since version 3.0: </span>graph_clique_number is deprecated in NetworkX 3.0 and will be removed
+in v3.2. The graph clique number can be computed directly with:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">max</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">c</span><span class="p">)</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
@@ -605,6 +624,15 @@ maximal cliques.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +654,6 @@ maximal cliques.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.graph_number_of_cliques.html b/reference/algorithms/generated/networkx.algorithms.clique.graph_number_of_cliques.html
index 4bc31baa..4fa571e9 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.graph_number_of_cliques.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.graph_number_of_cliques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>graph_number_of_cliques &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>graph_number_of_cliques &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.graph_number_of_cliques';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.graph_number_of_cliques.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="node_clique_number" href="networkx.algorithms.clique.node_clique_number.html" />
     <link rel="prev" title="graph_clique_number" href="networkx.algorithms.clique.graph_clique_number.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,6 +576,13 @@
 <dt class="sig sig-object py" id="networkx.algorithms.clique.graph_number_of_cliques">
 <span class="sig-name descname"><span class="pre">graph_number_of_cliques</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">G</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cliques</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/algorithms/clique.html#graph_number_of_cliques"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.algorithms.clique.graph_number_of_cliques" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the number of maximal cliques in the graph.</p>
+<div class="deprecated">
+<p><span class="versionmodified deprecated">Deprecated since version 3.0: </span>graph_number_of_cliques is deprecated and will be removed in v3.2.
+The number of maximal cliques can be computed directly with:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
@@ -603,6 +622,15 @@ maximal cliques.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +652,6 @@ maximal cliques.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.make_clique_bipartite.html b/reference/algorithms/generated/networkx.algorithms.clique.make_clique_bipartite.html
index 8f695183..21179ab5 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.make_clique_bipartite.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.make_clique_bipartite.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>make_clique_bipartite &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>make_clique_bipartite &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.make_clique_bipartite';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.make_clique_bipartite.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="graph_clique_number" href="networkx.algorithms.clique.graph_clique_number.html" />
     <link rel="prev" title="make_max_clique_graph" href="networkx.algorithms.clique.make_max_clique_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@ convention for bipartite graphs in NetworkX.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ convention for bipartite graphs in NetworkX.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.make_max_clique_graph.html b/reference/algorithms/generated/networkx.algorithms.clique.make_max_clique_graph.html
index becc5234..e587b8ad 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.make_max_clique_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.make_max_clique_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>make_max_clique_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>make_max_clique_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.make_max_clique_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.make_max_clique_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="make_clique_bipartite" href="networkx.algorithms.clique.make_clique_bipartite.html" />
     <link rel="prev" title="find_cliques_recursive" href="networkx.algorithms.clique.find_cliques_recursive.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ steps.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ steps.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.max_weight_clique.html b/reference/algorithms/generated/networkx.algorithms.clique.max_weight_clique.html
index 46ebe6f2..2ff1e5c8 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.max_weight_clique.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.max_weight_clique.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>max_weight_clique &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>max_weight_clique &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.max_weight_clique';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.max_weight_clique.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Clustering" href="../clustering.html" />
     <link rel="prev" title="cliques_containing_node" href="networkx.algorithms.clique.cliques_containing_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -631,6 +643,15 @@ Texas A&amp;M University (2016).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ Texas A&amp;M University (2016).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.node_clique_number.html b/reference/algorithms/generated/networkx.algorithms.clique.node_clique_number.html
index ac5d20fb..9fbb248c 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.node_clique_number.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.node_clique_number.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>node_clique_number &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_clique_number &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.node_clique_number';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.node_clique_number.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="number_of_cliques" href="networkx.algorithms.clique.number_of_cliques.html" />
     <link rel="prev" title="graph_number_of_cliques" href="networkx.algorithms.clique.graph_number_of_cliques.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@ of the largest maximal clique containing that node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ of the largest maximal clique containing that node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.clique.number_of_cliques.html b/reference/algorithms/generated/networkx.algorithms.clique.number_of_cliques.html
index d8f4d3d8..eda64db6 100644
--- a/reference/algorithms/generated/networkx.algorithms.clique.number_of_cliques.html
+++ b/reference/algorithms/generated/networkx.algorithms.clique.number_of_cliques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_of_cliques &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_of_cliques &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.clique.number_of_cliques';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.clique.number_of_cliques.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="cliques_containing_node" href="networkx.algorithms.clique.cliques_containing_node.html" />
     <link rel="prev" title="node_clique_number" href="networkx.algorithms.clique.node_clique_number.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,6 +576,14 @@
 <dt class="sig sig-object py" id="networkx.algorithms.clique.number_of_cliques">
 <span class="sig-name descname"><span class="pre">number_of_cliques</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">G</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nodes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cliques</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/algorithms/clique.html#number_of_cliques"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.algorithms.clique.number_of_cliques" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the number of maximal cliques for each node.</p>
+<div class="deprecated">
+<p><span class="versionmodified deprecated">Deprecated since version 3.0: </span>number_of_cliques is deprecated and will be removed in v3.2.
+Use the result of <a class="reference internal" href="networkx.algorithms.clique.find_cliques.html#networkx.algorithms.clique.find_cliques" title="networkx.algorithms.clique.find_cliques"><code class="xref py py-obj docutils literal notranslate"><span class="pre">find_cliques</span></code></a> directly to compute the number of
+cliques containing each node:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span><span class="n">n</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">nx</span><span class="o">.</span><span class="n">find_cliques</span><span class="p">(</span><span class="n">G</span><span class="p">)</span> <span class="k">if</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">c</span><span class="p">)</span> <span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">G</span><span class="p">}</span>
+</pre></div>
+</div>
+</div>
 <p>Returns a single or list depending on input nodes.
 Optional list of cliques can be input if already computed.</p>
 </dd></dl>
@@ -583,6 +603,15 @@ Optional list of cliques can be input if already computed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +633,6 @@ Optional list of cliques can be input if already computed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cluster.average_clustering.html b/reference/algorithms/generated/networkx.algorithms.cluster.average_clustering.html
index 24e83d23..dad78619 100644
--- a/reference/algorithms/generated/networkx.algorithms.cluster.average_clustering.html
+++ b/reference/algorithms/generated/networkx.algorithms.cluster.average_clustering.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>average_clustering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>average_clustering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cluster.average_clustering';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cluster.average_clustering.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="square_clustering" href="networkx.algorithms.cluster.square_clustering.html" />
     <link rel="prev" title="clustering" href="networkx.algorithms.cluster.clustering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,6 +644,15 @@ nodes and leafs on clustering measures for small-world networks.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ nodes and leafs on clustering measures for small-world networks.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cluster.clustering.html b/reference/algorithms/generated/networkx.algorithms.cluster.clustering.html
index d6f1bf81..adc828e7 100644
--- a/reference/algorithms/generated/networkx.algorithms.cluster.clustering.html
+++ b/reference/algorithms/generated/networkx.algorithms.cluster.clustering.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>clustering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>clustering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cluster.clustering';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cluster.clustering.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="average_clustering" href="networkx.algorithms.cluster.average_clustering.html" />
     <link rel="prev" title="transitivity" href="networkx.algorithms.cluster.transitivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,8 +597,7 @@ in the network <span class="math notranslate nohighlight">\(\hat{w}_{uv} = w_{uv
 of all possible directed triangles or geometric average of the subgraph
 edge weights for unweighted and weighted directed graph respectively <a class="reference internal" href="#r880ab2ccc448-4" id="id4">[4]</a>.</p>
 <div class="math notranslate nohighlight">
-\[c_u = \frac{2}{deg^{tot}(u)(deg^{tot}(u)-1) - 2deg^{\leftrightarrow}(u)}
-      T(u),\]</div>
+\[c_u = \frac{T(u)}{2(deg^{tot}(u)(deg^{tot}(u)-1) - 2deg^{\leftrightarrow}(u))},\]</div>
 <p>where <span class="math notranslate nohighlight">\(T(u)\)</span> is the number of directed triangles through node
 <span class="math notranslate nohighlight">\(u\)</span>, <span class="math notranslate nohighlight">\(deg^{tot}(u)\)</span> is the sum of in degree and out degree of
 <span class="math notranslate nohighlight">\(u\)</span> and <span class="math notranslate nohighlight">\(deg^{\leftrightarrow}(u)\)</span> is the reciprocal degree of
@@ -595,7 +606,9 @@ edge weights for unweighted and weighted directed graph respectively <a class="r
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
 <dt><strong>G</strong><span class="classifier">graph</span></dt><dd></dd>
-<dt><strong>nodes</strong><span class="classifier">container of nodes, optional (default=all nodes in G)</span></dt><dd><p>Compute clustering for nodes in this container.</p>
+<dt><strong>nodes</strong><span class="classifier">node, iterable of nodes, or None (default=None)</span></dt><dd><p>If a singleton node, return the number of triangles for that node.
+If an iterable, compute the number of triangles for each of those nodes.
+If <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></a> (the default) compute the number of triangles for all nodes in <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code>.</p>
 </dd>
 <dt><strong>weight</strong><span class="classifier">string or None, optional (default=None)</span></dt><dd><p>The edge attribute that holds the numerical value used as a weight.
 If None, then each edge has weight 1.</p>
@@ -662,6 +675,15 @@ Physical Review E, 76(2), 026107 (2007).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -683,15 +705,6 @@ Physical Review E, 76(2), 026107 (2007).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cluster.generalized_degree.html b/reference/algorithms/generated/networkx.algorithms.cluster.generalized_degree.html
index acc65014..bd2e7558 100644
--- a/reference/algorithms/generated/networkx.algorithms.cluster.generalized_degree.html
+++ b/reference/algorithms/generated/networkx.algorithms.cluster.generalized_degree.html
@@ -6,7 +6,7 @@
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-    <title>generalized_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generalized_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Coloring" href="../coloring.html" />
     <link rel="prev" title="square_clustering" href="networkx.algorithms.cluster.square_clustering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -589,7 +601,7 @@ triangle multiplicity.</p>
 </dd>
 </dl>
 <p class="rubric">Notes</p>
-<p>In a network of N nodes, the highest triangle multiplicty an edge can have
+<p>In a network of N nodes, the highest triangle multiplicity an edge can have
 is N-2.</p>
 <p>The return value does not include a <code class="xref py py-obj docutils literal notranslate"><span class="pre">zero</span></code> entry if no edges of a
 particular triangle multiplicity are present.</p>
@@ -637,6 +649,15 @@ Volume 97, Number 2 (2012).
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ Volume 97, Number 2 (2012).
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cluster.square_clustering.html b/reference/algorithms/generated/networkx.algorithms.cluster.square_clustering.html
index 626242e9..0e66765c 100644
--- a/reference/algorithms/generated/networkx.algorithms.cluster.square_clustering.html
+++ b/reference/algorithms/generated/networkx.algorithms.cluster.square_clustering.html
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-    <title>square_clustering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>square_clustering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generalized_degree" href="networkx.algorithms.cluster.generalized_degree.html" />
     <link rel="prev" title="average_clustering" href="networkx.algorithms.cluster.average_clustering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -637,6 +649,15 @@ Bipartite Networks. Physica A: Statistical Mechanics and its Applications 387.27
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ Bipartite Networks. Physica A: Statistical Mechanics and its Applications 387.27
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cluster.transitivity.html b/reference/algorithms/generated/networkx.algorithms.cluster.transitivity.html
index ee631069..7b9024d2 100644
--- a/reference/algorithms/generated/networkx.algorithms.cluster.transitivity.html
+++ b/reference/algorithms/generated/networkx.algorithms.cluster.transitivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>transitivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>transitivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cluster.transitivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cluster.transitivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="clustering" href="networkx.algorithms.cluster.clustering.html" />
     <link rel="prev" title="triangles" href="networkx.algorithms.cluster.triangles.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -607,6 +619,15 @@ present in G.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -628,15 +649,6 @@ present in G.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cluster.triangles.html b/reference/algorithms/generated/networkx.algorithms.cluster.triangles.html
index 57486dc3..52338306 100644
--- a/reference/algorithms/generated/networkx.algorithms.cluster.triangles.html
+++ b/reference/algorithms/generated/networkx.algorithms.cluster.triangles.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>triangles &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>triangles &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cluster.triangles.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="transitivity" href="networkx.algorithms.cluster.transitivity.html" />
     <link rel="prev" title="Clustering" href="../clustering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@ three times, once at each node.  Self loops are ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ three times, once at each node.  Self loops are ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.equitable_color.html b/reference/algorithms/generated/networkx.algorithms.coloring.equitable_color.html
index 1b05f560..02288315 100644
--- a/reference/algorithms/generated/networkx.algorithms.coloring.equitable_color.html
+++ b/reference/algorithms/generated/networkx.algorithms.coloring.equitable_color.html
@@ -6,7 +6,7 @@
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-    <title>equitable_color &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>equitable_color &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strategy_connected_sequential" href="networkx.algorithms.coloring.strategy_connected_sequential.html" />
     <link rel="prev" title="greedy_color" href="networkx.algorithms.coloring.greedy_color.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ in the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ in the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.greedy_color.html b/reference/algorithms/generated/networkx.algorithms.coloring.greedy_color.html
index 71b9aab1..dc5d8dba 100644
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+++ b/reference/algorithms/generated/networkx.algorithms.coloring.greedy_color.html
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-    <title>greedy_color &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>greedy_color &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="equitable_color" href="networkx.algorithms.coloring.equitable_color.html" />
     <link rel="prev" title="Coloring" href="../coloring.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -664,6 +676,15 @@ ISBN 0-486-45353-7.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -685,15 +706,6 @@ ISBN 0-486-45353-7.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential.html b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential.html
index fac77de3..c67c9d3a 100644
--- a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential.html
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     <meta charset="utf-8" />
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-    <title>strategy_connected_sequential &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strategy_connected_sequential &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strategy_connected_sequential_dfs" href="networkx.algorithms.coloring.strategy_connected_sequential_dfs.html" />
     <link rel="prev" title="equitable_color" href="networkx.algorithms.coloring.equitable_color.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -588,6 +600,15 @@ the first, at least one neighbor appeared earlier in the sequence.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -609,15 +630,6 @@ the first, at least one neighbor appeared earlier in the sequence.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential_bfs.html b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential_bfs.html
index 183c1b63..372840d2 100644
--- a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential_bfs.html
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     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>strategy_connected_sequential_bfs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strategy_connected_sequential_bfs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential_bfs';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strategy_independent_set" href="networkx.algorithms.coloring.strategy_independent_set.html" />
     <link rel="prev" title="strategy_connected_sequential_dfs" href="networkx.algorithms.coloring.strategy_connected_sequential_dfs.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ the first, at least one neighbor appeared earlier in the sequence.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ the first, at least one neighbor appeared earlier in the sequence.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential_dfs.html b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential_dfs.html
index 0cf2a493..85ba58ae 100644
--- a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential_dfs.html
+++ b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_connected_sequential_dfs.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>strategy_connected_sequential_dfs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strategy_connected_sequential_dfs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strategy_connected_sequential_bfs" href="networkx.algorithms.coloring.strategy_connected_sequential_bfs.html" />
     <link rel="prev" title="strategy_connected_sequential" href="networkx.algorithms.coloring.strategy_connected_sequential.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ the first, at least one neighbor appeared earlier in the sequence.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ the first, at least one neighbor appeared earlier in the sequence.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_independent_set.html b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_independent_set.html
index a279a81d..c8378632 100644
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     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>strategy_independent_set &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strategy_independent_set &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.coloring.strategy_independent_set';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.coloring.strategy_independent_set.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strategy_largest_first" href="networkx.algorithms.coloring.strategy_largest_first.html" />
     <link rel="prev" title="strategy_connected_sequential_bfs" href="networkx.algorithms.coloring.strategy_connected_sequential_bfs.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ instead of a maximal independent set.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ instead of a maximal independent set.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_largest_first.html b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_largest_first.html
index 8b24f7a9..590ec2dc 100644
--- a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_largest_first.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>strategy_largest_first &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strategy_largest_first &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.coloring.strategy_largest_first';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strategy_random_sequential" href="networkx.algorithms.coloring.strategy_random_sequential.html" />
     <link rel="prev" title="strategy_independent_set" href="networkx.algorithms.coloring.strategy_independent_set.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,15 @@ degree.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +625,6 @@ degree.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_random_sequential.html b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_random_sequential.html
index da9a3da4..b761e99d 100644
--- a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_random_sequential.html
+++ b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_random_sequential.html
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-    <title>strategy_random_sequential &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strategy_random_sequential &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="strategy_largest_first" href="networkx.algorithms.coloring.strategy_largest_first.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -587,6 +599,15 @@ See <a class="reference internal" href="../../randomness.html#randomness"><span
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -608,15 +629,6 @@ See <a class="reference internal" href="../../randomness.html#randomness"><span
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_saturation_largest_first.html b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_saturation_largest_first.html
index e5a2a0e3..41b25c0c 100644
--- a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_saturation_largest_first.html
+++ b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_saturation_largest_first.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>strategy_saturation_largest_first &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strategy_saturation_largest_first &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strategy_smallest_last" href="networkx.algorithms.coloring.strategy_smallest_last.html" />
     <link rel="prev" title="strategy_random_sequential" href="networkx.algorithms.coloring.strategy_random_sequential.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ known as “DSATUR”).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ known as “DSATUR”).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_smallest_last.html b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_smallest_last.html
index 2d362544..5c88cc9a 100644
--- a/reference/algorithms/generated/networkx.algorithms.coloring.strategy_smallest_last.html
+++ b/reference/algorithms/generated/networkx.algorithms.coloring.strategy_smallest_last.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>strategy_smallest_last &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strategy_smallest_last &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Communicability" href="../communicability_alg.html" />
     <link rel="prev" title="strategy_saturation_largest_first" href="networkx.algorithms.coloring.strategy_saturation_largest_first.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -593,6 +605,15 @@ maximal independent set.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -614,15 +635,6 @@ maximal independent set.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability.html b/reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability.html
index 26ca7df4..7c30f6fb 100644
--- a/reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability.html
+++ b/reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>communicability &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>communicability &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="communicability_exp" href="networkx.algorithms.communicability_alg.communicability_exp.html" />
     <link rel="prev" title="Communicability" href="../communicability_alg.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,7 +604,7 @@ as the value.</p>
 <dl class="simple">
 <dt><a class="reference internal" href="networkx.algorithms.communicability_alg.communicability_exp.html#networkx.algorithms.communicability_alg.communicability_exp" title="networkx.algorithms.communicability_alg.communicability_exp"><code class="xref py py-obj docutils literal notranslate"><span class="pre">communicability_exp</span></code></a></dt><dd><p>Communicability between all pairs of nodes in G  using spectral decomposition.</p>
 </dd>
-<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">communicability_betweenness_centrality</span></code></dt><dd><p>Communicability betweeness centrality for each node in G.</p>
+<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">communicability_betweenness_centrality</span></code></dt><dd><p>Communicability betweenness centrality for each node in G.</p>
 </dd>
 </dl>
 </div>
@@ -639,6 +651,15 @@ Phys. Rev. E 77, 036111 (2008).
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -660,15 +681,6 @@ Phys. Rev. E 77, 036111 (2008).
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability_exp.html b/reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability_exp.html
index 4369d963..d699d180 100644
--- a/reference/algorithms/generated/networkx.algorithms.communicability_alg.communicability_exp.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>communicability_exp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>communicability_exp &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Communities" href="../community.html" />
     <link rel="prev" title="communicability" href="networkx.algorithms.communicability_alg.communicability.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -592,7 +604,7 @@ as the value.</p>
 <dl class="simple">
 <dt><a class="reference internal" href="networkx.algorithms.communicability_alg.communicability.html#networkx.algorithms.communicability_alg.communicability" title="networkx.algorithms.communicability_alg.communicability"><code class="xref py py-obj docutils literal notranslate"><span class="pre">communicability</span></code></a></dt><dd><p>Communicability between pairs of nodes in G.</p>
 </dd>
-<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">communicability_betweenness_centrality</span></code></dt><dd><p>Communicability betweeness centrality for each node in G.</p>
+<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">communicability_betweenness_centrality</span></code></dt><dd><p>Communicability betweenness centrality for each node in G.</p>
 </dd>
 </dl>
 </div>
@@ -636,6 +648,15 @@ Phys. Rev. E 77, 036111 (2008).
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -657,15 +678,6 @@ Phys. Rev. E 77, 036111 (2008).
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.asyn_fluid.asyn_fluidc.html b/reference/algorithms/generated/networkx.algorithms.community.asyn_fluid.asyn_fluidc.html
index 85d51674..bd465a6d 100644
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+++ b/reference/algorithms/generated/networkx.algorithms.community.asyn_fluid.asyn_fluidc.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>asyn_fluidc &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>asyn_fluidc &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="louvain_partitions" href="networkx.algorithms.community.louvain.louvain_partitions.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ Competitive and Highly Scalable Community Detection Algorithm”.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ Competitive and Highly Scalable Community Detection Algorithm”.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.community.centrality.girvan_newman.html b/reference/algorithms/generated/networkx.algorithms.community.centrality.girvan_newman.html
index 77e6e54e..de53fe3c 100644
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-    <title>girvan_newman &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>girvan_newman &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_partition" href="networkx.algorithms.community.community_utils.is_partition.html" />
     <link rel="prev" title="partition_quality" href="networkx.algorithms.community.quality.partition_quality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -690,6 +702,15 @@ highest betweenness centrality:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -711,15 +732,6 @@ highest betweenness centrality:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.community_utils.is_partition.html b/reference/algorithms/generated/networkx.algorithms.community.community_utils.is_partition.html
index 05c2f3bd..2b5a30ee 100644
--- a/reference/algorithms/generated/networkx.algorithms.community.community_utils.is_partition.html
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-    <title>is_partition &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_partition &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Components" href="../component.html" />
     <link rel="prev" title="girvan_newman" href="networkx.algorithms.community.centrality.girvan_newman.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -593,6 +605,15 @@ If it is an iterator it is exhausted.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -614,15 +635,6 @@ If it is an iterator it is exhausted.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.kclique.k_clique_communities.html b/reference/algorithms/generated/networkx.algorithms.community.kclique.k_clique_communities.html
index 1eeeea37..35ccd8fc 100644
--- a/reference/algorithms/generated/networkx.algorithms.community.kclique.k_clique_communities.html
+++ b/reference/algorithms/generated/networkx.algorithms.community.kclique.k_clique_communities.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_clique_communities &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_clique_communities &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.community.kclique.k_clique_communities';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.community.kclique.k_clique_communities.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="greedy_modularity_communities" href="networkx.algorithms.community.modularity_max.greedy_modularity_communities.html" />
     <link rel="prev" title="kernighan_lin_bisection" href="networkx.algorithms.community.kernighan_lin.kernighan_lin_bisection.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ doi:10.1038/nature03607</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ doi:10.1038/nature03607</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.kernighan_lin.kernighan_lin_bisection.html b/reference/algorithms/generated/networkx.algorithms.community.kernighan_lin.kernighan_lin_bisection.html
index 9717d7d7..9276c5c2 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>kernighan_lin_bisection &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>kernighan_lin_bisection &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.community.kernighan_lin.kernighan_lin_bisection.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="k_clique_communities" href="networkx.algorithms.community.kclique.k_clique_communities.html" />
     <link rel="prev" title="Communities" href="../community.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -629,6 +641,15 @@ Oxford University Press 2011.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ Oxford University Press 2011.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.label_propagation.asyn_lpa_communities.html b/reference/algorithms/generated/networkx.algorithms.community.label_propagation.asyn_lpa_communities.html
index fd51d970..70a4d393 100644
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+++ b/reference/algorithms/generated/networkx.algorithms.community.label_propagation.asyn_lpa_communities.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>asyn_lpa_communities &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>asyn_lpa_communities &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.community.label_propagation.asyn_lpa_communities';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.community.label_propagation.asyn_lpa_communities.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="label_propagation_communities" href="networkx.algorithms.community.label_propagation.label_propagation_communities.html" />
     <link rel="prev" title="lukes_partitioning" href="networkx.algorithms.community.lukes.lukes_partitioning.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -628,6 +640,15 @@ networks.” Physical Review E 76.3 (2007): 036106.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ networks.” Physical Review E 76.3 (2007): 036106.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.label_propagation.label_propagation_communities.html b/reference/algorithms/generated/networkx.algorithms.community.label_propagation.label_propagation_communities.html
index ea1720af..5e0290bd 100644
--- a/reference/algorithms/generated/networkx.algorithms.community.label_propagation.label_propagation_communities.html
+++ b/reference/algorithms/generated/networkx.algorithms.community.label_propagation.label_propagation_communities.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>label_propagation_communities &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>label_propagation_communities &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.community.label_propagation.label_propagation_communities';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.community.label_propagation.label_propagation_communities.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="louvain_communities" href="networkx.algorithms.community.louvain.louvain_communities.html" />
     <link rel="prev" title="asyn_lpa_communities" href="networkx.algorithms.community.label_propagation.asyn_lpa_communities.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,6 +626,15 @@ Workshop on (pp. 1-8). IEEE.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@ Workshop on (pp. 1-8). IEEE.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_communities.html b/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_communities.html
index 6a500a9e..b71ec148 100644
--- a/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_communities.html
+++ b/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_communities.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>louvain_communities &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>louvain_communities &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_communities';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_communities.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="louvain_partitions" href="networkx.algorithms.community.louvain.louvain_partitions.html" />
     <link rel="prev" title="label_propagation_communities" href="networkx.algorithms.community.label_propagation.label_propagation_communities.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ well-connected communities. Sci Rep 9, 5233 (2019). <a class="reference external
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ well-connected communities. Sci Rep 9, 5233 (2019). <a class="reference external
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_partitions.html b/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_partitions.html
index 7caad751..ded84fa0 100644
--- a/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_partitions.html
+++ b/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_partitions.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>louvain_partitions &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>louvain_partitions &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_partitions';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.community.louvain.louvain_partitions.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="asyn_fluidc" href="networkx.algorithms.community.asyn_fluid.asyn_fluidc.html" />
     <link rel="prev" title="louvain_communities" href="networkx.algorithms.community.louvain.louvain_communities.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -570,7 +582,7 @@ structure of a network. This is a heuristic method based on modularity optimizat
 A dendrogram is a diagram representing a tree and each level represents
 a partition of the G graph. The top level contains the smallest communities
 and as you traverse to the bottom of the tree the communities get bigger
-and the overal modularity increases making the partition better.</p>
+and the overall modularity increases making the partition better.</p>
 <p>Each level is generated by executing the two phases of the Louvain Community
 Detection Algorithm.</p>
 <dl class="field-list simple">
@@ -631,6 +643,15 @@ large networks. J. Stat. Mech 10008, 1-12(2008)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ large networks. J. Stat. Mech 10008, 1-12(2008)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.lukes.lukes_partitioning.html b/reference/algorithms/generated/networkx.algorithms.community.lukes.lukes_partitioning.html
index 7ae30f07..97f78d3f 100644
--- a/reference/algorithms/generated/networkx.algorithms.community.lukes.lukes_partitioning.html
+++ b/reference/algorithms/generated/networkx.algorithms.community.lukes.lukes_partitioning.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>lukes_partitioning &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>lukes_partitioning &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.community.lukes.lukes_partitioning';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.community.lukes.lukes_partitioning.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="asyn_lpa_communities" href="networkx.algorithms.community.label_propagation.asyn_lpa_communities.html" />
     <link rel="prev" title="naive_greedy_modularity_communities" href="networkx.algorithms.community.modularity_max.naive_greedy_modularity_communities.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@ partition.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ partition.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.modularity_max.greedy_modularity_communities.html b/reference/algorithms/generated/networkx.algorithms.community.modularity_max.greedy_modularity_communities.html
index bea0857b..2a55a94e 100644
--- a/reference/algorithms/generated/networkx.algorithms.community.modularity_max.greedy_modularity_communities.html
+++ b/reference/algorithms/generated/networkx.algorithms.community.modularity_max.greedy_modularity_communities.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>greedy_modularity_communities &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>greedy_modularity_communities &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.community.modularity_max.greedy_modularity_communities';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.community.modularity_max.greedy_modularity_communities.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="naive_greedy_modularity_communities" href="networkx.algorithms.community.modularity_max.naive_greedy_modularity_communities.html" />
     <link rel="prev" title="k_clique_communities" href="networkx.algorithms.community.kclique.k_clique_communities.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -569,7 +581,7 @@
 to find the community partition with the largest modularity.</p>
 <p>Greedy modularity maximization begins with each node in its own community
 and repeatedly joins the pair of communities that lead to the largest
-modularity until no futher increase in modularity is possible (a maximum).
+modularity until no further increase in modularity is possible (a maximum).
 Two keyword arguments adjust the stopping condition. <code class="xref py py-obj docutils literal notranslate"><span class="pre">cutoff</span></code> is a lower
 limit on the number of communities so you can stop the process before
 reaching a maximum (used to save computation time). <code class="xref py py-obj docutils literal notranslate"><span class="pre">best_n</span></code> is an upper
@@ -671,6 +683,15 @@ Physical Review E 70(5 Pt 2):056131, 2004.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -692,15 +713,6 @@ Physical Review E 70(5 Pt 2):056131, 2004.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.community.modularity_max.naive_greedy_modularity_communities.html b/reference/algorithms/generated/networkx.algorithms.community.modularity_max.naive_greedy_modularity_communities.html
index 15160ee6..ead763be 100644
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@@ -6,7 +6,7 @@
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-    <title>naive_greedy_modularity_communities &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>naive_greedy_modularity_communities &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ Sorted by length with largest communities first.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.community.quality.modularity.html b/reference/algorithms/generated/networkx.algorithms.community.quality.modularity.html
index 09a0c64d..9b64c227 100644
--- a/reference/algorithms/generated/networkx.algorithms.community.quality.modularity.html
+++ b/reference/algorithms/generated/networkx.algorithms.community.quality.modularity.html
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-    <title>modularity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>modularity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="asyn_fluidc" href="networkx.algorithms.community.asyn_fluid.asyn_fluidc.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -604,7 +616,7 @@ Greater than 1 favors smaller communities.</p>
 </dd>
 <dt class="field-even">Returns<span class="colon">:</span></dt>
 <dd class="field-even"><dl class="simple">
-<dt><strong>Q</strong><span class="classifier">float</span></dt><dd><p>The modularity of the paritition.</p>
+<dt><strong>Q</strong><span class="classifier">float</span></dt><dd><p>The modularity of the partition.</p>
 </dd>
 </dl>
 </dd>
@@ -666,6 +678,15 @@ Phys. Rev. E 94, 052315, 2016. <a class="reference external" href="https://doi.o
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -687,15 +708,6 @@ Phys. Rev. E 94, 052315, 2016. <a class="reference external" href="https://doi.o
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.community.quality.partition_quality.html b/reference/algorithms/generated/networkx.algorithms.community.quality.partition_quality.html
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-    <title>partition_quality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>partition_quality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="modularity" href="networkx.algorithms.community.quality.modularity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -629,6 +641,15 @@ community.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ community.</p>
 
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-  
-</div>
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 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.components.articulation_points.html b/reference/algorithms/generated/networkx.algorithms.components.articulation_points.html
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-    <title>articulation_points &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>articulation_points &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="biconnected_component_edges" href="networkx.algorithms.components.biconnected_component_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -648,6 +660,15 @@ Communications of the ACM 16: 372–378. doi:10.1145/362248.362272</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -669,15 +690,6 @@ Communications of the ACM 16: 372–378. doi:10.1145/362248.362272</p>
 
 <div class="toc-item">
   
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 </div>
 
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index 17979505..63a77ee6 100644
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-    <title>attracting_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_biconnected" href="networkx.algorithms.components.is_biconnected.html" />
     <link rel="prev" title="number_attracting_components" href="networkx.algorithms.components.number_attracting_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -616,6 +628,15 @@ the node will be visited infinitely often.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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index fe340165..30189553 100644
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-    <title>biconnected_component_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.biconnected_component_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="articulation_points" href="networkx.algorithms.components.articulation_points.html" />
     <link rel="prev" title="biconnected_components" href="networkx.algorithms.components.biconnected_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -651,6 +663,15 @@ Communications of the ACM 16: 372–378. doi:10.1145/362248.362272</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -672,15 +693,6 @@ Communications of the ACM 16: 372–378. doi:10.1145/362248.362272</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.biconnected_components.html b/reference/algorithms/generated/networkx.algorithms.components.biconnected_components.html
index 680bebd7..d636315d 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.biconnected_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.biconnected_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>biconnected_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>biconnected_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.biconnected_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.biconnected_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="biconnected_component_edges" href="networkx.algorithms.components.biconnected_component_edges.html" />
     <link rel="prev" title="is_biconnected" href="networkx.algorithms.components.is_biconnected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -670,6 +682,15 @@ efficient to use max instead of sort.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ efficient to use max instead of sort.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.condensation.html b/reference/algorithms/generated/networkx.algorithms.components.condensation.html
index 3fb50cbe..bcd821ce 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.condensation.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.condensation.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>condensation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>condensation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.condensation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.condensation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_weakly_connected" href="networkx.algorithms.components.is_weakly_connected.html" />
     <link rel="prev" title="kosaraju_strongly_connected_components" href="networkx.algorithms.components.kosaraju_strongly_connected_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -638,6 +650,15 @@ using the barbell graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -659,15 +680,6 @@ using the barbell graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.connected_components.html b/reference/algorithms/generated/networkx.algorithms.components.connected_components.html
index 6e762667..eb70ea4e 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.connected_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.connected_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>connected_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>connected_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.connected_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.connected_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="node_connected_component" href="networkx.algorithms.components.node_connected_component.html" />
     <link rel="prev" title="number_connected_components" href="networkx.algorithms.components.number_connected_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ efficient to use max instead of sort.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ efficient to use max instead of sort.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.is_attracting_component.html b/reference/algorithms/generated/networkx.algorithms.components.is_attracting_component.html
index 046ab1a5..dcf221e9 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.is_attracting_component.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.is_attracting_component.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_attracting_component &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_attracting_component &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.is_attracting_component';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.is_attracting_component.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="number_attracting_components" href="networkx.algorithms.components.number_attracting_components.html" />
     <link rel="prev" title="weakly_connected_components" href="networkx.algorithms.components.weakly_connected_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.is_biconnected.html b/reference/algorithms/generated/networkx.algorithms.components.is_biconnected.html
index 01019b97..06ad0ff5 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.is_biconnected.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.is_biconnected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_biconnected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_biconnected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.is_biconnected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.is_biconnected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="biconnected_components" href="networkx.algorithms.components.biconnected_components.html" />
     <link rel="prev" title="attracting_components" href="networkx.algorithms.components.attracting_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ Communications of the ACM 16: 372–378. doi:10.1145/362248.362272</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ Communications of the ACM 16: 372–378. doi:10.1145/362248.362272</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.is_connected.html b/reference/algorithms/generated/networkx.algorithms.components.is_connected.html
index d4616e97..49bf2b19 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.is_connected.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.is_connected.html
@@ -6,7 +6,7 @@
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-    <title>is_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="number_connected_components" href="networkx.algorithms.components.number_connected_components.html" />
     <link rel="prev" title="Components" href="../component.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
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@@ -619,6 +631,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.components.is_semiconnected.html b/reference/algorithms/generated/networkx.algorithms.components.is_semiconnected.html
index e8bcb75c..b4ba84e2 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.is_semiconnected.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.is_semiconnected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_semiconnected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_semiconnected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Connectivity" href="../connectivity.html" />
     <link rel="prev" title="articulation_points" href="networkx.algorithms.components.articulation_points.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ is reachable from the other, or they are mutually reachable.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ is reachable from the other, or they are mutually reachable.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.is_strongly_connected.html b/reference/algorithms/generated/networkx.algorithms.components.is_strongly_connected.html
index 855789e9..44eccc4a 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.is_strongly_connected.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.is_strongly_connected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>is_strongly_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_strongly_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.is_strongly_connected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.is_strongly_connected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="number_strongly_connected_components" href="networkx.algorithms.components.number_strongly_connected_components.html" />
     <link rel="prev" title="node_connected_component" href="networkx.algorithms.components.node_connected_component.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ the graph is reachable from every other vertex.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ the graph is reachable from every other vertex.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.is_weakly_connected.html b/reference/algorithms/generated/networkx.algorithms.components.is_weakly_connected.html
index ae062793..91009115 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.is_weakly_connected.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.is_weakly_connected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>is_weakly_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_weakly_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.is_weakly_connected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.is_weakly_connected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="number_weakly_connected_components" href="networkx.algorithms.components.number_weakly_connected_components.html" />
     <link rel="prev" title="condensation" href="networkx.algorithms.components.condensation.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -628,6 +640,15 @@ connected as well.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ connected as well.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.kosaraju_strongly_connected_components.html b/reference/algorithms/generated/networkx.algorithms.components.kosaraju_strongly_connected_components.html
index 8b152f3f..315c4d39 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.kosaraju_strongly_connected_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.kosaraju_strongly_connected_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>kosaraju_strongly_connected_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>kosaraju_strongly_connected_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="condensation" href="networkx.algorithms.components.condensation.html" />
     <link rel="prev" title="strongly_connected_components_recursive" href="networkx.algorithms.components.strongly_connected_components_recursive.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -628,6 +640,15 @@ use max instead of sort.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ use max instead of sort.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.node_connected_component.html b/reference/algorithms/generated/networkx.algorithms.components.node_connected_component.html
index e01f0c63..dfd9af90 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.node_connected_component.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.node_connected_component.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>node_connected_component &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_connected_component &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.node_connected_component';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.node_connected_component.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_strongly_connected" href="networkx.algorithms.components.is_strongly_connected.html" />
     <link rel="prev" title="connected_components" href="networkx.algorithms.components.connected_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,6 +629,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.number_attracting_components.html b/reference/algorithms/generated/networkx.algorithms.components.number_attracting_components.html
index 9187b0c6..3921a43b 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.number_attracting_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.number_attracting_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_attracting_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_attracting_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.number_attracting_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.number_attracting_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="attracting_components" href="networkx.algorithms.components.attracting_components.html" />
     <link rel="prev" title="is_attracting_component" href="networkx.algorithms.components.is_attracting_component.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.number_connected_components.html b/reference/algorithms/generated/networkx.algorithms.components.number_connected_components.html
index 5dfef77c..f46c47a6 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.number_connected_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.number_connected_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_connected_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_connected_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.number_connected_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.number_connected_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="connected_components" href="networkx.algorithms.components.connected_components.html" />
     <link rel="prev" title="is_connected" href="networkx.algorithms.components.is_connected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.number_strongly_connected_components.html b/reference/algorithms/generated/networkx.algorithms.components.number_strongly_connected_components.html
index f47b4b50..fb6d6d81 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.number_strongly_connected_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.number_strongly_connected_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_strongly_connected_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_strongly_connected_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.number_strongly_connected_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.number_strongly_connected_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strongly_connected_components" href="networkx.algorithms.components.strongly_connected_components.html" />
     <link rel="prev" title="is_strongly_connected" href="networkx.algorithms.components.is_strongly_connected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,6 +629,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.number_weakly_connected_components.html b/reference/algorithms/generated/networkx.algorithms.components.number_weakly_connected_components.html
index f9633e65..ab4ef600 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.number_weakly_connected_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.number_weakly_connected_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_weakly_connected_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_weakly_connected_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.number_weakly_connected_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.number_weakly_connected_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="weakly_connected_components" href="networkx.algorithms.components.weakly_connected_components.html" />
     <link rel="prev" title="is_weakly_connected" href="networkx.algorithms.components.is_weakly_connected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,6 +629,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components.html b/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components.html
index 74fd47b3..fc1d08e3 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>strongly_connected_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strongly_connected_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strongly_connected_components_recursive" href="networkx.algorithms.components.strongly_connected_components_recursive.html" />
     <link rel="prev" title="number_strongly_connected_components" href="networkx.algorithms.components.number_strongly_connected_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,6 +655,15 @@ use max instead of sort.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -664,15 +685,6 @@ use max instead of sort.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components_recursive.html b/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components_recursive.html
index 7cd4e2e9..1e5edcf9 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components_recursive.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components_recursive.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>strongly_connected_components_recursive &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strongly_connected_components_recursive &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.strongly_connected_components_recursive';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="kosaraju_strongly_connected_components" href="networkx.algorithms.components.kosaraju_strongly_connected_components.html" />
     <link rel="prev" title="strongly_connected_components" href="networkx.algorithms.components.strongly_connected_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -645,6 +657,15 @@ use max instead of sort.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -666,15 +687,6 @@ use max instead of sort.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.components.weakly_connected_components.html b/reference/algorithms/generated/networkx.algorithms.components.weakly_connected_components.html
index c54bccdf..5ef6ce18 100644
--- a/reference/algorithms/generated/networkx.algorithms.components.weakly_connected_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.components.weakly_connected_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>weakly_connected_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>weakly_connected_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.components.weakly_connected_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.components.weakly_connected_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_attracting_component" href="networkx.algorithms.components.is_attracting_component.html" />
     <link rel="prev" title="number_weakly_connected_components" href="networkx.algorithms.components.number_weakly_connected_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ use max instead of sort:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ use max instead of sort:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity.html b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity.html
index 5ce21f40..67d07707 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_node_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_node_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="edge_connectivity" href="networkx.algorithms.connectivity.connectivity.edge_connectivity.html" />
     <link rel="prev" title="average_node_connectivity" href="networkx.algorithms.connectivity.connectivity.average_node_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ in G, or in nbunch if provided.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ in G, or in nbunch if provided.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.average_node_connectivity.html b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.average_node_connectivity.html
index 7314f76b..b6501ff3 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.average_node_connectivity.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.average_node_connectivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>average_node_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>average_node_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.average_node_connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.average_node_connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_pairs_node_connectivity" href="networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity.html" />
     <link rel="prev" title="node_disjoint_paths" href="networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ connectivity of a graph. Discrete mathematics 252(1-3), 31-45.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ connectivity of a graph. Discrete mathematics 252(1-3), 31-45.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.edge_connectivity.html b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.edge_connectivity.html
index 22c793e0..4b9cb171 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.edge_connectivity.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.edge_connectivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edge_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edge_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.edge_connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.edge_connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="local_edge_connectivity" href="networkx.algorithms.connectivity.connectivity.local_edge_connectivity.html" />
     <link rel="prev" title="all_pairs_node_connectivity" href="networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -679,6 +691,15 @@ the data structures used in the maximum flow computations. See
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -700,15 +721,6 @@ the data structures used in the maximum flow computations. See
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.local_edge_connectivity.html b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.local_edge_connectivity.html
index e6b1a4bb..e5b9cf28 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.local_edge_connectivity.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.local_edge_connectivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>local_edge_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>local_edge_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.local_edge_connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.local_edge_connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="local_node_connectivity" href="networkx.algorithms.connectivity.connectivity.local_node_connectivity.html" />
     <link rel="prev" title="edge_connectivity" href="networkx.algorithms.connectivity.connectivity.edge_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -710,6 +722,15 @@ functions have to be explicitly imported from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -731,15 +752,6 @@ functions have to be explicitly imported from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index 96c07ae3..eafbd7cd 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.local_node_connectivity.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>local_node_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>local_node_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="local_edge_connectivity" href="networkx.algorithms.connectivity.connectivity.local_edge_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -721,6 +733,15 @@ functions have to be explicitly imported from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -742,15 +763,6 @@ functions have to be explicitly imported from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.node_connectivity.html b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.node_connectivity.html
index cfb2031b..953bcd65 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.node_connectivity.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.connectivity.node_connectivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>node_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="local_node_connectivity" href="networkx.algorithms.connectivity.connectivity.local_node_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -670,6 +682,15 @@ the data structures used in the maximum flow computations. See
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ the data structures used in the maximum flow computations. See
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_edge_cut.html b/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_edge_cut.html
index b51da2fb..9d151531 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_edge_cut.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_edge_cut.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_edge_cut &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_edge_cut &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_node_cut" href="networkx.algorithms.connectivity.cuts.minimum_node_cut.html" />
     <link rel="prev" title="node_connectivity" href="networkx.algorithms.connectivity.connectivity.node_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ the data structures used in the maximum flow computations. See
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ the data structures used in the maximum flow computations. See
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_node_cut.html b/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_node_cut.html
index 8be28629..eb19451a 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_node_cut.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_node_cut.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_node_cut &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_node_cut &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="minimum_edge_cut" href="networkx.algorithms.connectivity.cuts.minimum_edge_cut.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -672,6 +684,15 @@ the data structures used in the maximum flow computations. See
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -693,15 +714,6 @@ the data structures used in the maximum flow computations. See
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_st_edge_cut.html b/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_st_edge_cut.html
index 9438661c..9dfae80f 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_st_edge_cut.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_st_edge_cut.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>minimum_st_edge_cut &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_st_edge_cut &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="minimum_node_cut" href="networkx.algorithms.connectivity.cuts.minimum_node_cut.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -686,6 +698,15 @@ functions have to be explicitly imported from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -707,15 +728,6 @@ functions have to be explicitly imported from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_st_node_cut.html b/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_st_node_cut.html
index 955193e0..5695408c 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_st_node_cut.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.cuts.minimum_st_node_cut.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_st_node_cut &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_st_node_cut &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="stoer_wagner" href="networkx.algorithms.connectivity.stoerwagner.stoer_wagner.html" />
     <link rel="prev" title="minimum_st_edge_cut" href="networkx.algorithms.connectivity.cuts.minimum_st_edge_cut.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -694,6 +706,15 @@ functions have to be explicitly imported from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -715,15 +736,6 @@ functions have to be explicitly imported from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.edge_disjoint_paths.html b/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.edge_disjoint_paths.html
index 880c3a23..6c8a2b93 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.edge_disjoint_paths.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.edge_disjoint_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edge_disjoint_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edge_disjoint_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.edge_disjoint_paths';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="node_disjoint_paths" href="networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths.html" />
     <link rel="prev" title="all_node_cuts" href="networkx.algorithms.connectivity.kcutsets.all_node_cuts.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -698,6 +710,15 @@ functions have to be explicitly imported from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -719,15 +740,6 @@ functions have to be explicitly imported from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths.html b/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths.html
index 42061586..ec14c547 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>node_disjoint_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_disjoint_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="average_node_connectivity" href="networkx.algorithms.connectivity.connectivity.average_node_connectivity.html" />
     <link rel="prev" title="edge_disjoint_paths" href="networkx.algorithms.connectivity.disjoint_paths.edge_disjoint_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -692,6 +704,15 @@ functions have to be explicitly imported from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -713,15 +734,6 @@ functions have to be explicitly imported from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected.html b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected.html
index 6d785bde..4fb67cf0 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_k_edge_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_k_edge_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_locally_k_edge_connected" href="networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected.html" />
     <link rel="prev" title="k_edge_augmentation" href="networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -613,6 +625,15 @@ If so, then G is k-edge-connected.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -634,15 +655,6 @@ If so, then G is k-edge-connected.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected.html b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected.html
index 00af796a..5bca8ec9 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_locally_k_edge_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_locally_k_edge_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="k_edge_components" href="networkx.algorithms.connectivity.edge_kcomponents.k_edge_components.html" />
     <link rel="prev" title="is_k_edge_connected" href="networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ If so, then s and t are locally k-edge-connected in G.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ If so, then s and t are locally k-edge-connected in G.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation.html b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation.html
index 44d0c19c..663a4bbf 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_edge_augmentation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_edge_augmentation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_k_edge_connected" href="networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected.html" />
     <link rel="prev" title="Connectivity" href="../connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -682,6 +694,15 @@ solution weight.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -703,15 +724,6 @@ solution weight.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.html b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.html
index 3b3b2b63..74a0eb1f 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="EdgeComponentAuxGraph.construct" href="generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.construct.html" />
     <link rel="prev" title="bridge_components" href="networkx.algorithms.connectivity.edge_kcomponents.bridge_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,6 +680,15 @@ search space.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -700,15 +721,6 @@ search space.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.bridge_components.html b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.bridge_components.html
index a60ab2d7..2958642f 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.bridge_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.bridge_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bridge_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bridge_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.bridge_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.bridge_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph" href="networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.html" />
     <link rel="prev" title="k_edge_subgraphs" href="networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_components.html b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_components.html
index 5bf311b3..3beeedc2 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_edge_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_edge_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="k_edge_subgraphs" href="networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs.html" />
     <link rel="prev" title="is_locally_k_edge_connected" href="networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ k-edge-connected components.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -670,15 +691,6 @@ k-edge-connected components.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs.html b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs.html
index 66a214c9..dd055176 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_edge_subgraphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_edge_subgraphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bridge_components" href="networkx.algorithms.connectivity.edge_kcomponents.bridge_components.html" />
     <link rel="prev" title="k_edge_components" href="networkx.algorithms.connectivity.edge_kcomponents.k_edge_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ Technology 2012 480-–491.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ Technology 2012 480-–491.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.kcomponents.k_components.html b/reference/algorithms/generated/networkx.algorithms.connectivity.kcomponents.k_components.html
index 8359795e..f47f600d 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.kcomponents.k_components.html
+++ b/reference/algorithms/generated/networkx.algorithms.connectivity.kcomponents.k_components.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_components &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_components &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.connectivity.kcomponents.k_components';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.connectivity.kcomponents.k_components.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_node_cuts" href="networkx.algorithms.connectivity.kcutsets.all_node_cuts.html" />
     <link rel="prev" title="EdgeComponentAuxGraph.k_edge_subgraphs" href="generated/networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -672,6 +684,15 @@ Visualization and Heuristics for Fast Computation.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -693,15 +714,6 @@ Visualization and Heuristics for Fast Computation.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.kcutsets.all_node_cuts.html b/reference/algorithms/generated/networkx.algorithms.connectivity.kcutsets.all_node_cuts.html
index 2af5e42b..221fae1a 100644
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-    <title>all_node_cuts &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="k_components" href="networkx.algorithms.connectivity.kcomponents.k_components.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ sets in a graph. Networks 23(6), 533–541.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ sets in a graph. Networks 23(6), 533–541.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index 4f7148dc..cc50f34e 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.stoerwagner.stoer_wagner.html
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-    <title>stoer_wagner &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>stoer_wagner &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="minimum_st_node_cut" href="networkx.algorithms.connectivity.cuts.minimum_st_node_cut.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -658,6 +670,15 @@ negative-weighted edge.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -679,15 +700,6 @@ negative-weighted edge.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.utils.build_auxiliary_edge_connectivity.html b/reference/algorithms/generated/networkx.algorithms.connectivity.utils.build_auxiliary_edge_connectivity.html
index 1d7299b8..ec5c814b 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>build_auxiliary_edge_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>build_auxiliary_edge_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="build_auxiliary_node_connectivity" href="networkx.algorithms.connectivity.utils.build_auxiliary_node_connectivity.html" />
     <link rel="prev" title="stoer_wagner" href="networkx.algorithms.connectivity.stoerwagner.stoer_wagner.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@ chapter, look for the reference of the book).
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ chapter, look for the reference of the book).
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.connectivity.utils.build_auxiliary_node_connectivity.html b/reference/algorithms/generated/networkx.algorithms.connectivity.utils.build_auxiliary_node_connectivity.html
index 14380c74..2cacc52a 100644
--- a/reference/algorithms/generated/networkx.algorithms.connectivity.utils.build_auxiliary_node_connectivity.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>build_auxiliary_node_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>build_auxiliary_node_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Cores" href="../core.html" />
     <link rel="prev" title="build_auxiliary_edge_connectivity" href="networkx.algorithms.connectivity.utils.build_auxiliary_edge_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -606,6 +618,15 @@ Notes in Computer Science, Volume 3418, Springer-Verlag, 2005.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -627,15 +648,6 @@ Notes in Computer Science, Volume 3418, Springer-Verlag, 2005.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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index b0de29f8..71e0521e 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>core_number &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>core_number &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="k_core" href="networkx.algorithms.core.k_core.html" />
     <link rel="prev" title="Cores" href="../core.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@ Vladimir Batagelj and Matjaz Zaversnik, 2003.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ Vladimir Batagelj and Matjaz Zaversnik, 2003.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.core.k_core.html b/reference/algorithms/generated/networkx.algorithms.core.k_core.html
index c0b16c33..daffa237 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>k_core &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_core &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="k_shell" href="networkx.algorithms.core.k_shell.html" />
     <link rel="prev" title="core_number" href="networkx.algorithms.core.core_number.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ Vladimir Batagelj and Matjaz Zaversnik,  2003.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ Vladimir Batagelj and Matjaz Zaversnik,  2003.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.core.k_corona.html b/reference/algorithms/generated/networkx.algorithms.core.k_corona.html
index f691af62..204fbd38 100644
--- a/reference/algorithms/generated/networkx.algorithms.core.k_corona.html
+++ b/reference/algorithms/generated/networkx.algorithms.core.k_corona.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_corona &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_corona &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.core.k_corona';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.core.k_corona.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="k_truss" href="networkx.algorithms.core.k_truss.html" />
     <link rel="prev" title="k_crust" href="networkx.algorithms.core.k_crust.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ Phys. Rev. E 73, 056101 (2006)
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ Phys. Rev. E 73, 056101 (2006)
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.core.k_crust.html b/reference/algorithms/generated/networkx.algorithms.core.k_crust.html
index d3bb689f..955eb46c 100644
--- a/reference/algorithms/generated/networkx.algorithms.core.k_crust.html
+++ b/reference/algorithms/generated/networkx.algorithms.core.k_crust.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_crust &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_crust &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.core.k_crust';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.core.k_crust.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="k_corona" href="networkx.algorithms.core.k_corona.html" />
     <link rel="prev" title="k_shell" href="networkx.algorithms.core.k_shell.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,6 +644,15 @@ and Eran Shir, PNAS  July 3, 2007   vol. 104  no. 27  11150-11154
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ and Eran Shir, PNAS  July 3, 2007   vol. 104  no. 27  11150-11154
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.core.k_shell.html b/reference/algorithms/generated/networkx.algorithms.core.k_shell.html
index e2a185e8..bd5a9f89 100644
--- a/reference/algorithms/generated/networkx.algorithms.core.k_shell.html
+++ b/reference/algorithms/generated/networkx.algorithms.core.k_shell.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_shell &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_shell &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.core.k_shell';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.core.k_shell.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="k_crust" href="networkx.algorithms.core.k_crust.html" />
     <link rel="prev" title="k_core" href="networkx.algorithms.core.k_core.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,6 +644,15 @@ and Eran Shir, PNAS  July 3, 2007   vol. 104  no. 27  11150-11154
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ and Eran Shir, PNAS  July 3, 2007   vol. 104  no. 27  11150-11154
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.core.k_truss.html b/reference/algorithms/generated/networkx.algorithms.core.k_truss.html
index 53c03dce..f740a4fe 100644
--- a/reference/algorithms/generated/networkx.algorithms.core.k_truss.html
+++ b/reference/algorithms/generated/networkx.algorithms.core.k_truss.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_truss &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_truss &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.core.k_truss';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.core.k_truss.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="onion_layers" href="networkx.algorithms.core.onion_layers.html" />
     <link rel="prev" title="k_corona" href="networkx.algorithms.core.k_corona.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -628,6 +640,15 @@ Cohen, 2005.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ Cohen, 2005.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.core.onion_layers.html b/reference/algorithms/generated/networkx.algorithms.core.onion_layers.html
index bea221dd..303f3da7 100644
--- a/reference/algorithms/generated/networkx.algorithms.core.onion_layers.html
+++ b/reference/algorithms/generated/networkx.algorithms.core.onion_layers.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>onion_layers &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>onion_layers &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.core.onion_layers';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.core.onion_layers.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Covering" href="../covering.html" />
     <link rel="prev" title="k_truss" href="networkx.algorithms.core.k_truss.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -633,6 +645,15 @@ Physical Review X 9, 011023 (2019)
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -654,15 +675,6 @@ Physical Review X 9, 011023 (2019)
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.covering.is_edge_cover.html b/reference/algorithms/generated/networkx.algorithms.covering.is_edge_cover.html
index b0e6d755..afc34f9b 100644
--- a/reference/algorithms/generated/networkx.algorithms.covering.is_edge_cover.html
+++ b/reference/algorithms/generated/networkx.algorithms.covering.is_edge_cover.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_edge_cover &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_edge_cover &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.covering.is_edge_cover';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.covering.is_edge_cover.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Cycles" href="../cycles.html" />
     <link rel="prev" title="min_edge_cover" href="networkx.algorithms.covering.min_edge_cover.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ the graph is incident to at least one edge of the set.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ the graph is incident to at least one edge of the set.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.covering.min_edge_cover.html b/reference/algorithms/generated/networkx.algorithms.covering.min_edge_cover.html
index 53b5ac41..e09f5184 100644
--- a/reference/algorithms/generated/networkx.algorithms.covering.min_edge_cover.html
+++ b/reference/algorithms/generated/networkx.algorithms.covering.min_edge_cover.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>min_edge_cover &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>min_edge_cover &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.covering.min_edge_cover';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.covering.min_edge_cover.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_edge_cover" href="networkx.algorithms.covering.is_edge_cover.html" />
     <link rel="prev" title="Covering" href="../covering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -634,6 +646,15 @@ simply this function with a default matching algorithm of
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -655,15 +676,6 @@ simply this function with a default matching algorithm of
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cuts.boundary_expansion.html b/reference/algorithms/generated/networkx.algorithms.cuts.boundary_expansion.html
index 8a41072d..75edc01a 100644
--- a/reference/algorithms/generated/networkx.algorithms.cuts.boundary_expansion.html
+++ b/reference/algorithms/generated/networkx.algorithms.cuts.boundary_expansion.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>boundary_expansion &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>boundary_expansion &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cuts.boundary_expansion';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cuts.boundary_expansion.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="conductance" href="networkx.algorithms.cuts.conductance.html" />
     <link rel="prev" title="Cuts" href="../cuts.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,6 +629,15 @@ of the node boundary and the cardinality of <em>S</em>. [1]</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@ of the node boundary and the cardinality of <em>S</em>. [1]</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cuts.conductance.html b/reference/algorithms/generated/networkx.algorithms.cuts.conductance.html
index 4b577bf5..3426b58f 100644
--- a/reference/algorithms/generated/networkx.algorithms.cuts.conductance.html
+++ b/reference/algorithms/generated/networkx.algorithms.cuts.conductance.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>conductance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>conductance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cuts.conductance';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cuts.conductance.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="cut_size" href="networkx.algorithms.cuts.cut_size.html" />
     <link rel="prev" title="boundary_expansion" href="networkx.algorithms.cuts.boundary_expansion.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ have weight one.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ have weight one.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cuts.cut_size.html b/reference/algorithms/generated/networkx.algorithms.cuts.cut_size.html
index f0202a3c..09f5346b 100644
--- a/reference/algorithms/generated/networkx.algorithms.cuts.cut_size.html
+++ b/reference/algorithms/generated/networkx.algorithms.cuts.cut_size.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cut_size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cut_size &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cuts.cut_size';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cuts.cut_size.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="edge_expansion" href="networkx.algorithms.cuts.edge_expansion.html" />
     <link rel="prev" title="conductance" href="networkx.algorithms.cuts.conductance.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ cut size:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ cut size:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cuts.edge_expansion.html b/reference/algorithms/generated/networkx.algorithms.cuts.edge_expansion.html
index a105f4f0..99e7579a 100644
--- a/reference/algorithms/generated/networkx.algorithms.cuts.edge_expansion.html
+++ b/reference/algorithms/generated/networkx.algorithms.cuts.edge_expansion.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edge_expansion &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edge_expansion &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cuts.edge_expansion';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cuts.edge_expansion.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="mixing_expansion" href="networkx.algorithms.cuts.mixing_expansion.html" />
     <link rel="prev" title="cut_size" href="networkx.algorithms.cuts.cut_size.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -622,6 +634,15 @@ American Mathematical Society, 1997, ISBN 0-8218-0315-8
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ American Mathematical Society, 1997, ISBN 0-8218-0315-8
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cuts.mixing_expansion.html b/reference/algorithms/generated/networkx.algorithms.cuts.mixing_expansion.html
index 84f4db1e..4c955231 100644
--- a/reference/algorithms/generated/networkx.algorithms.cuts.mixing_expansion.html
+++ b/reference/algorithms/generated/networkx.algorithms.cuts.mixing_expansion.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>mixing_expansion &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>mixing_expansion &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="node_expansion" href="networkx.algorithms.cuts.node_expansion.html" />
     <link rel="prev" title="edge_expansion" href="networkx.algorithms.cuts.edge_expansion.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -622,6 +634,15 @@ in Theoretical Computer Science</em> 7.1–3 (2011): 1–336.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ in Theoretical Computer Science</em> 7.1–3 (2011): 1–336.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cuts.node_expansion.html b/reference/algorithms/generated/networkx.algorithms.cuts.node_expansion.html
index b193f0bd..56f35e03 100644
--- a/reference/algorithms/generated/networkx.algorithms.cuts.node_expansion.html
+++ b/reference/algorithms/generated/networkx.algorithms.cuts.node_expansion.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>node_expansion &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_expansion &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cuts.node_expansion';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cuts.node_expansion.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="normalized_cut_size" href="networkx.algorithms.cuts.normalized_cut_size.html" />
     <link rel="prev" title="mixing_expansion" href="networkx.algorithms.cuts.mixing_expansion.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,6 +629,15 @@ in Theoretical Computer Science</em> 7.1–3 (2011): 1–336.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@ in Theoretical Computer Science</em> 7.1–3 (2011): 1–336.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cuts.normalized_cut_size.html b/reference/algorithms/generated/networkx.algorithms.cuts.normalized_cut_size.html
index 8228981d..ad4ab6e1 100644
--- a/reference/algorithms/generated/networkx.algorithms.cuts.normalized_cut_size.html
+++ b/reference/algorithms/generated/networkx.algorithms.cuts.normalized_cut_size.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>normalized_cut_size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>normalized_cut_size &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cuts.normalized_cut_size';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cuts.normalized_cut_size.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="volume" href="networkx.algorithms.cuts.volume.html" />
     <link rel="prev" title="node_expansion" href="networkx.algorithms.cuts.node_expansion.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ multiplicity.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ multiplicity.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cuts.volume.html b/reference/algorithms/generated/networkx.algorithms.cuts.volume.html
index b96fec9c..e500d312 100644
--- a/reference/algorithms/generated/networkx.algorithms.cuts.volume.html
+++ b/reference/algorithms/generated/networkx.algorithms.cuts.volume.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>volume &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>volume &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cuts.volume';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cuts.volume.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="D-Separation" href="../d_separation.html" />
     <link rel="prev" title="normalized_cut_size" href="networkx.algorithms.cuts.normalized_cut_size.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ have weight one.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ have weight one.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cycles.cycle_basis.html b/reference/algorithms/generated/networkx.algorithms.cycles.cycle_basis.html
index 296c2eef..b67b7720 100644
--- a/reference/algorithms/generated/networkx.algorithms.cycles.cycle_basis.html
+++ b/reference/algorithms/generated/networkx.algorithms.cycles.cycle_basis.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cycle_basis &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cycle_basis &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cycles.cycle_basis';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cycles.cycle_basis.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="simple_cycles" href="networkx.algorithms.cycles.simple_cycles.html" />
     <link rel="prev" title="Cycles" href="../cycles.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ cycles of a graph. Comm. ACM 12, 9 (Sept 1969), 514-518.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ cycles of a graph. Comm. ACM 12, 9 (Sept 1969), 514-518.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cycles.find_cycle.html b/reference/algorithms/generated/networkx.algorithms.cycles.find_cycle.html
index fe3a1810..4e3d6fdc 100644
--- a/reference/algorithms/generated/networkx.algorithms.cycles.find_cycle.html
+++ b/reference/algorithms/generated/networkx.algorithms.cycles.find_cycle.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>find_cycle &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>find_cycle &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cycles.find_cycle';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cycles.find_cycle.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_cycle_basis" href="networkx.algorithms.cycles.minimum_cycle_basis.html" />
     <link rel="prev" title="recursive_simple_cycles" href="networkx.algorithms.cycles.recursive_simple_cycles.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -648,6 +660,15 @@ is also known as a polytree).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -669,15 +690,6 @@ is also known as a polytree).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cycles.minimum_cycle_basis.html b/reference/algorithms/generated/networkx.algorithms.cycles.minimum_cycle_basis.html
index 0d73d4dc..76dfaad1 100644
--- a/reference/algorithms/generated/networkx.algorithms.cycles.minimum_cycle_basis.html
+++ b/reference/algorithms/generated/networkx.algorithms.cycles.minimum_cycle_basis.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_cycle_basis &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_cycle_basis &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cycles.minimum_cycle_basis';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cycles.minimum_cycle_basis.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Cuts" href="../cuts.html" />
     <link rel="prev" title="find_cycle" href="networkx.algorithms.cycles.find_cycle.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ Ph.D. thesis, University of Amsterdam, Netherlands</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ Ph.D. thesis, University of Amsterdam, Netherlands</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cycles.recursive_simple_cycles.html b/reference/algorithms/generated/networkx.algorithms.cycles.recursive_simple_cycles.html
index af8802a7..1347f70b 100644
--- a/reference/algorithms/generated/networkx.algorithms.cycles.recursive_simple_cycles.html
+++ b/reference/algorithms/generated/networkx.algorithms.cycles.recursive_simple_cycles.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>recursive_simple_cycles &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>recursive_simple_cycles &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cycles.recursive_simple_cycles';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cycles.recursive_simple_cycles.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="find_cycle" href="networkx.algorithms.cycles.find_cycle.html" />
     <link rel="prev" title="simple_cycles" href="networkx.algorithms.cycles.simple_cycles.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -638,6 +650,15 @@ D. B. Johnson, SIAM Journal on Computing 4, no. 1, 77-84, 1975.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -659,15 +680,6 @@ D. B. Johnson, SIAM Journal on Computing 4, no. 1, 77-84, 1975.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.cycles.simple_cycles.html b/reference/algorithms/generated/networkx.algorithms.cycles.simple_cycles.html
index 2514876c..d1306824 100644
--- a/reference/algorithms/generated/networkx.algorithms.cycles.simple_cycles.html
+++ b/reference/algorithms/generated/networkx.algorithms.cycles.simple_cycles.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>simple_cycles &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>simple_cycles &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.cycles.simple_cycles';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.cycles.simple_cycles.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="recursive_simple_cycles" href="networkx.algorithms.cycles.recursive_simple_cycles.html" />
     <link rel="prev" title="cycle_basis" href="networkx.algorithms.cycles.cycle_basis.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -648,6 +660,15 @@ For example, to exclude self-loops from the above example:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -669,15 +690,6 @@ For example, to exclude self-loops from the above example:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.d_separation.d_separated.html b/reference/algorithms/generated/networkx.algorithms.d_separation.d_separated.html
index b2fe7179..fdc80308 100644
--- a/reference/algorithms/generated/networkx.algorithms.d_separation.d_separated.html
+++ b/reference/algorithms/generated/networkx.algorithms.d_separation.d_separated.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>d_separated &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>d_separated &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.d_separation.d_separated';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.d_separation.d_separated.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Directed Acyclic Graphs" href="../dag.html" />
     <link rel="prev" title="D-Separation" href="../d_separation.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -619,6 +631,15 @@ is <code class="docutils literal notranslate"><span class="pre">...</span> <span
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@ is <code class="docutils literal notranslate"><span class="pre">...</span> <span
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.all_topological_sorts.html b/reference/algorithms/generated/networkx.algorithms.dag.all_topological_sorts.html
index 12e47fec..a8e34257 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.all_topological_sorts.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.all_topological_sorts.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_topological_sorts &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_topological_sorts &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.all_topological_sorts';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.all_topological_sorts.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="lexicographical_topological_sort" href="networkx.algorithms.dag.lexicographical_topological_sort.html" />
     <link rel="prev" title="topological_generations" href="networkx.algorithms.dag.topological_generations.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ Elsevier (North-Holland), Amsterdam</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ Elsevier (North-Holland), Amsterdam</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.ancestors.html b/reference/algorithms/generated/networkx.algorithms.dag.ancestors.html
index 43f41d94..cd3dd343 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.ancestors.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.ancestors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>ancestors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ancestors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.ancestors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.ancestors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="descendants" href="networkx.algorithms.dag.descendants.html" />
     <link rel="prev" title="Directed Acyclic Graphs" href="../dag.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.dag.antichains.html b/reference/algorithms/generated/networkx.algorithms.dag.antichains.html
index d908d6cd..b1d3e30b 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.antichains.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.antichains.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>antichains &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>antichains &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.antichains.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dag_longest_path" href="networkx.algorithms.dag.dag_longest_path.html" />
     <link rel="prev" title="transitive_reduction" href="networkx.algorithms.dag.transitive_reduction.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ AMS, Vol 42, 1995, p. 226.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ AMS, Vol 42, 1995, p. 226.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path.html b/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path.html
index 475fdd3c..b2626fa3 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dag_longest_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dag_longest_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dag_longest_path_length" href="networkx.algorithms.dag.dag_longest_path_length.html" />
     <link rel="prev" title="antichains" href="networkx.algorithms.dag.antichains.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -636,6 +648,15 @@ can be used to specify a specific ordering:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -657,15 +678,6 @@ can be used to specify a specific ordering:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path_length.html b/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path_length.html
index 339b2dfd..8d88aa14 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.dag_longest_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dag_longest_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dag_longest_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dag_to_branching" href="networkx.algorithms.dag.dag_to_branching.html" />
     <link rel="prev" title="dag_longest_path" href="networkx.algorithms.dag.dag_longest_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.dag.dag_to_branching.html b/reference/algorithms/generated/networkx.algorithms.dag.dag_to_branching.html
index e27af0c6..cbc59770 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.dag_to_branching.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.dag_to_branching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dag_to_branching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dag_to_branching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Distance Measures" href="../distance_measures.html" />
     <link rel="prev" title="dag_longest_path_length" href="networkx.algorithms.dag.dag_longest_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -659,6 +671,15 @@ example:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -680,15 +701,6 @@ example:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.dag.descendants.html b/reference/algorithms/generated/networkx.algorithms.dag.descendants.html
index caba6468..9dc1a7d0 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.descendants.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.descendants.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>descendants &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>descendants &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.descendants.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="topological_sort" href="networkx.algorithms.dag.topological_sort.html" />
     <link rel="prev" title="ancestors" href="networkx.algorithms.dag.ancestors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.dag.is_aperiodic.html b/reference/algorithms/generated/networkx.algorithms.dag.is_aperiodic.html
index 7eb0aee9..4d11d474 100644
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+++ b/reference/algorithms/generated/networkx.algorithms.dag.is_aperiodic.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_aperiodic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_aperiodic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.is_aperiodic';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.is_aperiodic.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="transitive_closure" href="networkx.algorithms.dag.transitive_closure.html" />
     <link rel="prev" title="is_directed_acyclic_graph" href="networkx.algorithms.dag.is_directed_acyclic_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ the graph is <em>not aperiodic</em>:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -670,15 +691,6 @@ the graph is <em>not aperiodic</em>:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.is_directed_acyclic_graph.html b/reference/algorithms/generated/networkx.algorithms.dag.is_directed_acyclic_graph.html
index 4e0e7ea7..28c34a94 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.is_directed_acyclic_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.is_directed_acyclic_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_directed_acyclic_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_directed_acyclic_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.is_directed_acyclic_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.is_directed_acyclic_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_aperiodic" href="networkx.algorithms.dag.is_aperiodic.html" />
     <link rel="prev" title="lexicographical_topological_sort" href="networkx.algorithms.dag.lexicographical_topological_sort.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ False if not.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ False if not.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.lexicographical_topological_sort.html b/reference/algorithms/generated/networkx.algorithms.dag.lexicographical_topological_sort.html
index dbf9fb9e..5a766d35 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.lexicographical_topological_sort.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.lexicographical_topological_sort.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>lexicographical_topological_sort &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>lexicographical_topological_sort &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.lexicographical_topological_sort';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.lexicographical_topological_sort.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_directed_acyclic_graph" href="networkx.algorithms.dag.is_directed_acyclic_graph.html" />
     <link rel="prev" title="all_topological_sorts" href="networkx.algorithms.dag.all_topological_sorts.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -672,6 +684,15 @@ This groups the strings and integers separately so they can be compared only amo
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -693,15 +714,6 @@ This groups the strings and integers separately so they can be compared only amo
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.topological_generations.html b/reference/algorithms/generated/networkx.algorithms.dag.topological_generations.html
index 4f931951..d34b7d53 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.topological_generations.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.topological_generations.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>topological_generations &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>topological_generations &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.topological_generations';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.topological_generations.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_topological_sorts" href="networkx.algorithms.dag.all_topological_sorts.html" />
     <link rel="prev" title="topological_sort" href="networkx.algorithms.dag.topological_sort.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -628,6 +640,15 @@ be obtained with this function using <code class="xref py py-obj docutils litera
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ be obtained with this function using <code class="xref py py-obj docutils litera
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.topological_sort.html b/reference/algorithms/generated/networkx.algorithms.dag.topological_sort.html
index 2f24b9b7..96a2c480 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.topological_sort.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.topological_sort.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>topological_sort &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>topological_sort &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.topological_sort';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.topological_sort.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="topological_generations" href="networkx.algorithms.dag.topological_generations.html" />
     <link rel="prev" title="descendants" href="networkx.algorithms.dag.descendants.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -646,6 +658,15 @@ with <code class="xref py py-func docutils literal notranslate"><span class="pre
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -667,15 +688,6 @@ with <code class="xref py py-func docutils literal notranslate"><span class="pre
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure.html b/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure.html
index 5b436f34..9d2a6247 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>transitive_closure &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>transitive_closure &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.transitive_closure';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="transitive_closure_dag" href="networkx.algorithms.dag.transitive_closure_dag.html" />
     <link rel="prev" title="is_aperiodic" href="networkx.algorithms.dag.is_aperiodic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -655,6 +667,15 @@ when <code class="docutils literal notranslate"><span class="pre">reflexive=Fals
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -676,15 +697,6 @@ when <code class="docutils literal notranslate"><span class="pre">reflexive=Fals
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure_dag.html b/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure_dag.html
index 9851a865..b4f1bf82 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure_dag.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure_dag.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>transitive_closure_dag &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>transitive_closure_dag &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.transitive_closure_dag';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.transitive_closure_dag.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="transitive_reduction" href="networkx.algorithms.dag.transitive_reduction.html" />
     <link rel="prev" title="transitive_closure" href="networkx.algorithms.dag.transitive_closure.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ a mention in the literature.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ a mention in the literature.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.dag.transitive_reduction.html b/reference/algorithms/generated/networkx.algorithms.dag.transitive_reduction.html
index 83362f74..369a48da 100644
--- a/reference/algorithms/generated/networkx.algorithms.dag.transitive_reduction.html
+++ b/reference/algorithms/generated/networkx.algorithms.dag.transitive_reduction.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>transitive_reduction &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>transitive_reduction &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.dag.transitive_reduction';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.dag.transitive_reduction.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="antichains" href="networkx.algorithms.dag.antichains.html" />
     <link rel="prev" title="transitive_closure_dag" href="networkx.algorithms.dag.transitive_closure_dag.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ To perform transitive reduction on a DiGraph and transfer node/edge data:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ To perform transitive reduction on a DiGraph and transfer node/edge data:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.distance_measures.barycenter.html b/reference/algorithms/generated/networkx.algorithms.distance_measures.barycenter.html
index 1b18ae70..005e757e 100644
--- a/reference/algorithms/generated/networkx.algorithms.distance_measures.barycenter.html
+++ b/reference/algorithms/generated/networkx.algorithms.distance_measures.barycenter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>barycenter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>barycenter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.distance_measures.barycenter';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.distance_measures.barycenter.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="center" href="networkx.algorithms.distance_measures.center.html" />
     <link rel="prev" title="Distance Measures" href="../distance_measures.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -635,6 +647,15 @@ lengths for any pairs.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -656,15 +677,6 @@ lengths for any pairs.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.distance_measures.center.html b/reference/algorithms/generated/networkx.algorithms.distance_measures.center.html
index ba56371b..955e1584 100644
--- a/reference/algorithms/generated/networkx.algorithms.distance_measures.center.html
+++ b/reference/algorithms/generated/networkx.algorithms.distance_measures.center.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>center &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>center &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.distance_measures.center';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.distance_measures.center.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="diameter" href="networkx.algorithms.distance_measures.diameter.html" />
     <link rel="prev" title="barycenter" href="networkx.algorithms.distance_measures.barycenter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ errors in distances. Use integer weights to avoid this.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ errors in distances. Use integer weights to avoid this.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.distance_measures.diameter.html b/reference/algorithms/generated/networkx.algorithms.distance_measures.diameter.html
index c3633ef0..5b8b309c 100644
--- a/reference/algorithms/generated/networkx.algorithms.distance_measures.diameter.html
+++ b/reference/algorithms/generated/networkx.algorithms.distance_measures.diameter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>diameter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>diameter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.distance_measures.diameter';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.distance_measures.diameter.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="eccentricity" href="networkx.algorithms.distance_measures.eccentricity.html" />
     <link rel="prev" title="center" href="networkx.algorithms.distance_measures.center.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ errors in distances. Use integer weights to avoid this.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ errors in distances. Use integer weights to avoid this.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.distance_measures.eccentricity.html b/reference/algorithms/generated/networkx.algorithms.distance_measures.eccentricity.html
index 5d691660..fc9d4de5 100644
--- a/reference/algorithms/generated/networkx.algorithms.distance_measures.eccentricity.html
+++ b/reference/algorithms/generated/networkx.algorithms.distance_measures.eccentricity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>eccentricity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>eccentricity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.distance_measures.eccentricity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.distance_measures.eccentricity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="periphery" href="networkx.algorithms.distance_measures.periphery.html" />
     <link rel="prev" title="diameter" href="networkx.algorithms.distance_measures.diameter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -626,6 +638,15 @@ errors in distances. Use integer weights to avoid this.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ errors in distances. Use integer weights to avoid this.</p>
 
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-  
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.distance_measures.periphery.html b/reference/algorithms/generated/networkx.algorithms.distance_measures.periphery.html
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@@ -6,7 +6,7 @@
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-    <title>periphery &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>periphery &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="eccentricity" href="networkx.algorithms.distance_measures.eccentricity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -626,6 +638,15 @@ errors in distances. Use integer weights to avoid this.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ errors in distances. Use integer weights to avoid this.</p>
 
 <div class="toc-item">
   
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-  
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-  
 </div>
 
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index ede1ca6f..f3602876 100644
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-    <title>radius &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>radius &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="periphery" href="networkx.algorithms.distance_measures.periphery.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -619,6 +631,15 @@ errors in distances. Use integer weights to avoid this.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@ errors in distances. Use integer weights to avoid this.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.distance_measures.resistance_distance.html b/reference/algorithms/generated/networkx.algorithms.distance_measures.resistance_distance.html
index e4e11ffb..848e1e05 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>resistance_distance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>resistance_distance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Distance-Regular Graphs" href="../distance_regular.html" />
     <link rel="prev" title="radius" href="networkx.algorithms.distance_measures.radius.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,6 +655,15 @@ Mestrado, Mathematisch Instituut Universiteit Leiden, 2016
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -664,15 +685,6 @@ Mestrado, Mathematisch Instituut Universiteit Leiden, 2016
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.distance_regular.global_parameters.html b/reference/algorithms/generated/networkx.algorithms.distance_regular.global_parameters.html
index 7be19c77..ec9ae4f2 100644
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@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>global_parameters &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>global_parameters &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Dominance" href="../dominance.html" />
     <link rel="prev" title="intersection_array" href="networkx.algorithms.distance_regular.intersection_array.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ From MathWorld–A Wolfram Web Resource.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ From MathWorld–A Wolfram Web Resource.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.distance_regular.intersection_array.html b/reference/algorithms/generated/networkx.algorithms.distance_regular.intersection_array.html
index 6ddd5948..28b8aaaf 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>intersection_array &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>intersection_array &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="is_strongly_regular" href="networkx.algorithms.distance_regular.is_strongly_regular.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ From MathWorld–A Wolfram Web Resource.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ From MathWorld–A Wolfram Web Resource.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index 5fea1c52..fbe2283d 100644
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-    <title>is_distance_regular &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_distance_regular &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="Distance-Regular Graphs" href="../distance_regular.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -626,6 +638,15 @@ Distance-Regular Graphs. New York: Springer-Verlag, 1989.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ Distance-Regular Graphs. New York: Springer-Verlag, 1989.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
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-  
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-    <title>is_strongly_regular &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_strongly_regular &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
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     <link rel="prev" title="is_distance_regular" href="networkx.algorithms.distance_regular.is_distance_regular.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@ and each pair of nonadjacent vertices has one shared neighbor:</p>
 
 <div class="toc-item">
   
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-</div>
-
-<div class="toc-item">
-  
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-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.dominance.dominance_frontiers.html b/reference/algorithms/generated/networkx.algorithms.dominance.dominance_frontiers.html
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-    <title>dominance_frontiers &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dominance_frontiers &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Dominating Sets" href="../dominating.html" />
     <link rel="prev" title="immediate_dominators" href="networkx.algorithms.dominance.immediate_dominators.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ Software Practice &amp; Experience, 4:110, 2001.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ Software Practice &amp; Experience, 4:110, 2001.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.dominance.immediate_dominators.html b/reference/algorithms/generated/networkx.algorithms.dominance.immediate_dominators.html
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-    <title>immediate_dominators &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dominance_frontiers" href="networkx.algorithms.dominance.dominance_frontiers.html" />
     <link rel="prev" title="Dominance" href="../dominance.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ Software Practice &amp; Experience, 4:110, 2001.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ Software Practice &amp; Experience, 4:110, 2001.</p>
 
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-  
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index 6692d879..9709825e 100644
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-    <title>dominating_set &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_dominating_set" href="networkx.algorithms.dominating.is_dominating_set.html" />
     <link rel="prev" title="Dominating Sets" href="../dominating.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ finds some dominating set, not necessarily the smallest one.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ finds some dominating set, not necessarily the smallest one.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-    <title>is_dominating_set &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Efficiency" href="../efficiency_measures.html" />
     <link rel="prev" title="dominating_set" href="networkx.algorithms.dominating.dominating_set.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+  
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+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+
+
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+  
 <div class="tocsection onthispage">
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-    <title>global_efficiency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
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+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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-    <title>local_efficiency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
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+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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-    <title>eulerian_circuit &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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@@ -645,6 +657,15 @@ Mathematical programming, Volume 5, Issue 1 (1973), 111-114.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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-    <title>eulerian_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_semieulerian" href="networkx.algorithms.euler.is_semieulerian.html" />
     <link rel="prev" title="eulerian_circuit" href="networkx.algorithms.euler.eulerian_circuit.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -633,6 +645,15 @@ Mathematical programming, Volume 5, Issue 1 (1973), 111-114.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -654,15 +675,6 @@ Mathematical programming, Volume 5, Issue 1 (1973), 111-114.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.euler.has_eulerian_path.html b/reference/algorithms/generated/networkx.algorithms.euler.has_eulerian_path.html
index 6a33e23d..a3da3981 100644
--- a/reference/algorithms/generated/networkx.algorithms.euler.has_eulerian_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.euler.has_eulerian_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>has_eulerian_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>has_eulerian_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.euler.has_eulerian_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.euler.has_eulerian_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="eulerian_path" href="networkx.algorithms.euler.eulerian_path.html" />
     <link rel="prev" title="is_semieulerian" href="networkx.algorithms.euler.is_semieulerian.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ you can first remove such vertices and then call <a class="reference internal" h
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ you can first remove such vertices and then call <a class="reference internal" h
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.euler.is_eulerian.html b/reference/algorithms/generated/networkx.algorithms.euler.is_eulerian.html
index b0f2e6c8..7cf384a8 100644
--- a/reference/algorithms/generated/networkx.algorithms.euler.is_eulerian.html
+++ b/reference/algorithms/generated/networkx.algorithms.euler.is_eulerian.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_eulerian &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_eulerian &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.euler.is_eulerian';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.euler.is_eulerian.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="eulerian_circuit" href="networkx.algorithms.euler.eulerian_circuit.html" />
     <link rel="prev" title="Eulerian" href="../euler.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@ you can first remove such vertices and then call <a class="reference internal" h
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ you can first remove such vertices and then call <a class="reference internal" h
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.euler.is_semieulerian.html b/reference/algorithms/generated/networkx.algorithms.euler.is_semieulerian.html
index 22b93d9c..46d994ed 100644
--- a/reference/algorithms/generated/networkx.algorithms.euler.is_semieulerian.html
+++ b/reference/algorithms/generated/networkx.algorithms.euler.is_semieulerian.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_semieulerian &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_semieulerian &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.euler.is_semieulerian';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.euler.is_semieulerian.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="has_eulerian_path" href="networkx.algorithms.euler.has_eulerian_path.html" />
     <link rel="prev" title="eulerize" href="networkx.algorithms.euler.eulerize.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -589,6 +601,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -610,15 +631,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.boykov_kolmogorov.html b/reference/algorithms/generated/networkx.algorithms.flow.boykov_kolmogorov.html
index 48320ce2..5e64fb45 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.boykov_kolmogorov.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.boykov_kolmogorov.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>boykov_kolmogorov &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>boykov_kolmogorov &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.boykov_kolmogorov';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.boykov_kolmogorov.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="gomory_hu_tree" href="networkx.algorithms.flow.gomory_hu_tree.html" />
     <link rel="prev" title="dinitz" href="networkx.algorithms.flow.dinitz.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -718,6 +730,15 @@ in the graph attribute <code class="xref py py-obj docutils literal notranslate"
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -739,15 +760,6 @@ in the graph attribute <code class="xref py py-obj docutils literal notranslate"
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.build_residual_network.html b/reference/algorithms/generated/networkx.algorithms.flow.build_residual_network.html
index 27da8aa1..aa5e821c 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.build_residual_network.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.build_residual_network.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>build_residual_network &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>build_residual_network &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.build_residual_network';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.build_residual_network.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="network_simplex" href="networkx.algorithms.flow.network_simplex.html" />
     <link rel="prev" title="gomory_hu_tree" href="networkx.algorithms.flow.gomory_hu_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -599,6 +611,15 @@ that <code class="samp docutils literal notranslate"><span class="pre">R[u][v]['
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -620,15 +641,6 @@ that <code class="samp docutils literal notranslate"><span class="pre">R[u][v]['
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.capacity_scaling.html b/reference/algorithms/generated/networkx.algorithms.flow.capacity_scaling.html
index 8175f645..655f4858 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.capacity_scaling.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.capacity_scaling.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>capacity_scaling &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>capacity_scaling &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.capacity_scaling';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.capacity_scaling.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph Hashing" href="../graph_hashing.html" />
     <link rel="prev" title="max_flow_min_cost" href="networkx.algorithms.flow.max_flow_min_cost.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -703,6 +715,15 @@ algorithm.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -724,15 +745,6 @@ algorithm.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.cost_of_flow.html b/reference/algorithms/generated/networkx.algorithms.flow.cost_of_flow.html
index 8317f8ee..45c46799 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.cost_of_flow.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.cost_of_flow.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cost_of_flow &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cost_of_flow &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.cost_of_flow';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.cost_of_flow.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="max_flow_min_cost" href="networkx.algorithms.flow.max_flow_min_cost.html" />
     <link rel="prev" title="min_cost_flow" href="networkx.algorithms.flow.min_cost_flow.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ constant factor (eg 100).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ constant factor (eg 100).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.dinitz.html b/reference/algorithms/generated/networkx.algorithms.flow.dinitz.html
index 81dd1aab..68a460de 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.dinitz.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.dinitz.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dinitz &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dinitz &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.dinitz';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.dinitz.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="boykov_kolmogorov" href="networkx.algorithms.flow.boykov_kolmogorov.html" />
     <link rel="prev" title="preflow_push" href="networkx.algorithms.flow.preflow_push.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -696,6 +708,15 @@ namespace, so you have to explicitly import them from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -717,15 +738,6 @@ namespace, so you have to explicitly import them from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.edmonds_karp.html b/reference/algorithms/generated/networkx.algorithms.flow.edmonds_karp.html
index e5b71915..5cd5fa3a 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.edmonds_karp.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.edmonds_karp.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edmonds_karp &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edmonds_karp &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.edmonds_karp';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.edmonds_karp.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="shortest_augmenting_path" href="networkx.algorithms.flow.shortest_augmenting_path.html" />
     <link rel="prev" title="minimum_cut_value" href="networkx.algorithms.flow.minimum_cut_value.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -686,6 +698,15 @@ namespace, so you have to explicitly import them from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -707,15 +728,6 @@ namespace, so you have to explicitly import them from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.gomory_hu_tree.html b/reference/algorithms/generated/networkx.algorithms.flow.gomory_hu_tree.html
index 302bfab3..3dd3e6dc 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.gomory_hu_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.gomory_hu_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>gomory_hu_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>gomory_hu_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.gomory_hu_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.gomory_hu_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="build_residual_network" href="networkx.algorithms.flow.build_residual_network.html" />
     <link rel="prev" title="boykov_kolmogorov" href="networkx.algorithms.flow.boykov_kolmogorov.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -694,6 +706,15 @@ SIAM J Comput 19(1):143-155, 1990.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -715,15 +736,6 @@ SIAM J Comput 19(1):143-155, 1990.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.max_flow_min_cost.html b/reference/algorithms/generated/networkx.algorithms.flow.max_flow_min_cost.html
index b6033ecf..86cafce1 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.max_flow_min_cost.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.max_flow_min_cost.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>max_flow_min_cost &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>max_flow_min_cost &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.max_flow_min_cost';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.max_flow_min_cost.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="capacity_scaling" href="networkx.algorithms.flow.capacity_scaling.html" />
     <link rel="prev" title="cost_of_flow" href="networkx.algorithms.flow.cost_of_flow.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -672,6 +684,15 @@ constant factor (eg 100).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -693,15 +714,6 @@ constant factor (eg 100).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow.html b/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow.html
index 6ad2f1a7..507200ee 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximum_flow &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximum_flow &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="maximum_flow_value" href="networkx.algorithms.flow.maximum_flow_value.html" />
     <link rel="prev" title="Flows" href="../flow.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -699,6 +711,15 @@ maximum flow by using the flow_func parameter.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -720,15 +741,6 @@ maximum flow by using the flow_func parameter.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow_value.html b/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow_value.html
index 8357e187..0083be8e 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow_value.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow_value.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximum_flow_value &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximum_flow_value &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.maximum_flow_value';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.maximum_flow_value.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_cut" href="networkx.algorithms.flow.minimum_cut.html" />
     <link rel="prev" title="maximum_flow" href="networkx.algorithms.flow.maximum_flow.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -694,6 +706,15 @@ maximum flow by using the flow_func parameter.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -715,15 +736,6 @@ maximum flow by using the flow_func parameter.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow.html b/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow.html
index 01f4e9ff..61e0a613 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>min_cost_flow &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>min_cost_flow &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="cost_of_flow" href="networkx.algorithms.flow.cost_of_flow.html" />
     <link rel="prev" title="min_cost_flow_cost" href="networkx.algorithms.flow.min_cost_flow_cost.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -664,6 +676,15 @@ constant factor (eg 100).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -685,15 +706,6 @@ constant factor (eg 100).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow_cost.html b/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow_cost.html
index cff4e31e..5a8c6dc6 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow_cost.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow_cost.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>min_cost_flow_cost &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>min_cost_flow_cost &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow_cost';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.min_cost_flow_cost.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="min_cost_flow" href="networkx.algorithms.flow.min_cost_flow.html" />
     <link rel="prev" title="network_simplex" href="networkx.algorithms.flow.network_simplex.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -665,6 +677,15 @@ constant factor (eg 100).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -686,15 +707,6 @@ constant factor (eg 100).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut.html b/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut.html
index 0a6e6265..4d9ba980 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_cut &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_cut &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.minimum_cut';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_cut_value" href="networkx.algorithms.flow.minimum_cut_value.html" />
     <link rel="prev" title="maximum_flow_value" href="networkx.algorithms.flow.maximum_flow_value.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -702,6 +714,15 @@ minimum cut by using the flow_func parameter.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -723,15 +744,6 @@ minimum cut by using the flow_func parameter.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut_value.html b/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut_value.html
index 15e18cc6..632d3979 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut_value.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut_value.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_cut_value &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_cut_value &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.minimum_cut_value';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.minimum_cut_value.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="edmonds_karp" href="networkx.algorithms.flow.edmonds_karp.html" />
     <link rel="prev" title="minimum_cut" href="networkx.algorithms.flow.minimum_cut.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -691,6 +703,15 @@ minimum cut by using the flow_func parameter.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -712,15 +733,6 @@ minimum cut by using the flow_func parameter.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.network_simplex.html b/reference/algorithms/generated/networkx.algorithms.flow.network_simplex.html
index ed3d1eeb..081dcf1c 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.network_simplex.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.network_simplex.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>network_simplex &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>network_simplex &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.network_simplex';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.network_simplex.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="min_cost_flow_cost" href="networkx.algorithms.flow.min_cost_flow_cost.html" />
     <link rel="prev" title="build_residual_network" href="networkx.algorithms.flow.build_residual_network.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -745,6 +757,15 @@ algorithm.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -766,15 +787,6 @@ algorithm.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.preflow_push.html b/reference/algorithms/generated/networkx.algorithms.flow.preflow_push.html
index 2a367ea8..11205cd3 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.preflow_push.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.preflow_push.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>preflow_push &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>preflow_push &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.preflow_push';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.preflow_push.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dinitz" href="networkx.algorithms.flow.dinitz.html" />
     <link rel="prev" title="shortest_augmenting_path" href="networkx.algorithms.flow.shortest_augmenting_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -699,6 +711,15 @@ namespace, so you have to explicitly import them from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -720,15 +741,6 @@ namespace, so you have to explicitly import them from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.flow.shortest_augmenting_path.html b/reference/algorithms/generated/networkx.algorithms.flow.shortest_augmenting_path.html
index fcb033a0..39c1b43b 100644
--- a/reference/algorithms/generated/networkx.algorithms.flow.shortest_augmenting_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.flow.shortest_augmenting_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>shortest_augmenting_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>shortest_augmenting_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.flow.shortest_augmenting_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.flow.shortest_augmenting_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="preflow_push" href="networkx.algorithms.flow.preflow_push.html" />
     <link rel="prev" title="edmonds_karp" href="networkx.algorithms.flow.edmonds_karp.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -691,6 +703,15 @@ namespace, so you have to explicitly import them from the flow package.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -712,15 +733,6 @@ namespace, so you have to explicitly import them from the flow package.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash.html b/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash.html
index 7b62e7cc..03110d07 100644
--- a/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash.html
+++ b/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>weisfeiler_lehman_graph_hash &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>weisfeiler_lehman_graph_hash &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="weisfeiler_lehman_subgraph_hashes" href="networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes.html" />
     <link rel="prev" title="Graph Hashing" href="../graph_hashing.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -673,6 +685,15 @@ the same hash digest.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -694,15 +715,6 @@ the same hash digest.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes.html b/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes.html
index c2aeeddb..e845e75b 100644
--- a/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes.html
+++ b/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>weisfeiler_lehman_subgraph_hashes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>weisfeiler_lehman_subgraph_hashes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graphical degree sequence" href="../graphical.html" />
     <link rel="prev" title="weisfeiler_lehman_graph_hash" href="networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -694,6 +706,15 @@ is similar.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -715,15 +736,6 @@ is similar.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.graphical.is_digraphical.html b/reference/algorithms/generated/networkx.algorithms.graphical.is_digraphical.html
index d731a5ff..0e629d2c 100644
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-    <title>is_digraphical &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_digraphical &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_multigraphical" href="networkx.algorithms.graphical.is_multigraphical.html" />
     <link rel="prev" title="is_graphical" href="networkx.algorithms.graphical.is_graphical.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -612,6 +624,15 @@ and Factors, Discrete Mathematics, 6(1), pp. 79-88 (1973)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ and Factors, Discrete Mathematics, 6(1), pp. 79-88 (1973)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.graphical.is_graphical.html b/reference/algorithms/generated/networkx.algorithms.graphical.is_graphical.html
index ebfbfd68..adaa3d3b 100644
--- a/reference/algorithms/generated/networkx.algorithms.graphical.is_graphical.html
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-    <title>is_graphical &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_graphical &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_digraphical" href="networkx.algorithms.graphical.is_digraphical.html" />
     <link rel="prev" title="Graphical degree sequence" href="../graphical.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -637,6 +649,15 @@ Chapman and Hall/CRC, 1996.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ Chapman and Hall/CRC, 1996.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.graphical.is_multigraphical.html b/reference/algorithms/generated/networkx.algorithms.graphical.is_multigraphical.html
index 779345ab..a97b0459 100644
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@@ -6,7 +6,7 @@
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-    <title>is_multigraphical &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_multigraphical &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_pseudographical" href="networkx.algorithms.graphical.is_pseudographical.html" />
     <link rel="prev" title="is_digraphical" href="networkx.algorithms.graphical.is_digraphical.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -607,6 +619,15 @@ degrees of the vertices of a linear graph”, J. SIAM, 10, pp. 496-506
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -628,15 +649,6 @@ degrees of the vertices of a linear graph”, J. SIAM, 10, pp. 496-506
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.graphical.is_pseudographical.html b/reference/algorithms/generated/networkx.algorithms.graphical.is_pseudographical.html
index 0b567f1d..4cb0afa1 100644
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-    <title>is_pseudographical &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_pseudographical &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_valid_degree_sequence_havel_hakimi" href="networkx.algorithms.graphical.is_valid_degree_sequence_havel_hakimi.html" />
     <link rel="prev" title="is_multigraphical" href="networkx.algorithms.graphical.is_multigraphical.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@ pp. 778-782 (1976).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ pp. 778-782 (1976).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.graphical.is_valid_degree_sequence_erdos_gallai.html b/reference/algorithms/generated/networkx.algorithms.graphical.is_valid_degree_sequence_erdos_gallai.html
index d142d755..829363fa 100644
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@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_valid_degree_sequence_erdos_gallai &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_valid_degree_sequence_erdos_gallai &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Hierarchy" href="../hierarchy.html" />
     <link rel="prev" title="is_valid_degree_sequence_havel_hakimi" href="networkx.algorithms.graphical.is_valid_degree_sequence_havel_hakimi.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -633,6 +645,15 @@ of graphic sequences”, Discrete Mathematics, 105, pp. 292-303 (1992).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -654,15 +675,6 @@ of graphic sequences”, Discrete Mathematics, 105, pp. 292-303 (1992).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
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index a191233d..72f913f8 100644
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@@ -6,7 +6,7 @@
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-    <title>is_valid_degree_sequence_havel_hakimi &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_valid_degree_sequence_havel_hakimi &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="is_pseudographical" href="networkx.algorithms.graphical.is_pseudographical.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -628,6 +640,15 @@ Chapman and Hall/CRC, 1996.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ Chapman and Hall/CRC, 1996.</p>
 
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-</div>
-
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-  
-</div>
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-  
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-    <title>flow_hierarchy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>flow_hierarchy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="Hierarchy" href="../hierarchy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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@@ -618,6 +630,15 @@ DOI: 10.1002/cplx.20368
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ DOI: 10.1002/cplx.20368
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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-    <title>is_kl_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_kl_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Isolates" href="../isolates.html" />
     <link rel="prev" title="kl_connected_subgraph" href="networkx.algorithms.hybrid.kl_connected_subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -622,6 +634,15 @@ Power Law Graphs.” <em>Complex Networks</em>. Springer Berlin Heidelberg,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ Power Law Graphs.” <em>Complex Networks</em>. Springer Berlin Heidelberg,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.hybrid.kl_connected_subgraph.html b/reference/algorithms/generated/networkx.algorithms.hybrid.kl_connected_subgraph.html
index 0692e4b0..153a162d 100644
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-    <title>kl_connected_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>kl_connected_subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_kl_connected" href="networkx.algorithms.hybrid.is_kl_connected.html" />
     <link rel="prev" title="Hybrid" href="../hybrid.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -631,6 +643,15 @@ Power Law Graphs.” <em>Complex Networks</em>. Springer Berlin Heidelberg,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ Power Law Graphs.” <em>Complex Networks</em>. Springer Berlin Heidelberg,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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 </div>
 
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index 3d91bc96..41195f62 100644
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-    <title>is_isolate &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_isolate &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="isolates" href="networkx.algorithms.isolate.isolates.html" />
     <link rel="prev" title="Isolates" href="../isolates.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@ out-neighbors.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ out-neighbors.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
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 </div>
 
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index abeb88a1..86328e46 100644
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-    <title>isolates &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>isolates &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="is_isolate" href="networkx.algorithms.isolate.is_isolate.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
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@@ -621,6 +633,15 @@ isolates, then use <code class="xref py py-meth docutils literal notranslate"><s
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ isolates, then use <code class="xref py py-meth docutils literal notranslate"><s
 
 <div class="toc-item">
   
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-    <title>number_of_isolates &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_of_isolates &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Isomorphism" href="../isomorphism.html" />
     <link rel="prev" title="isolates" href="networkx.algorithms.isolate.isolates.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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@@ -597,6 +609,15 @@ out-neighbors.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@ out-neighbors.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.__init__.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.__init__.html
index 8861e588..66beae42 100644
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-    <title>DiGraphMatcher.__init__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraphMatcher.__init__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="GraphMatcher.syntactic_feasibility" href="networkx.algorithms.isomorphism.GraphMatcher.syntactic_feasibility.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -610,6 +622,15 @@ considered when testing for an isomorphism.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ considered when testing for an isomorphism.</p>
 
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-<div id="searchbox"></div>
-</div>
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-</div>
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.candidate_pairs_iter.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.candidate_pairs_iter.html
index 0c88d856..5bcfb33c 100644
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-    <title>DiGraphMatcher.candidate_pairs_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraphMatcher.candidate_pairs_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="DiGraphMatcher.subgraph_isomorphisms_iter" href="networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_isomorphisms_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.initialize.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.initialize.html
index ef2c8b55..b843bcbf 100644
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-    <title>DiGraphMatcher.initialize &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="DiGraphMatcher.__init__" href="networkx.algorithms.isomorphism.DiGraphMatcher.__init__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,15 @@ If only subclassing GraphMatcher, a redefinition is not necessary.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +625,6 @@ If only subclassing GraphMatcher, a redefinition is not necessary.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
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index 3989154e..93adbe0f 100644
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-    <title>DiGraphMatcher.is_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="DiGraphMatcher.initialize" href="networkx.algorithms.isomorphism.DiGraphMatcher.initialize.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
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index a0cce5de..ff2add88 100644
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-    <title>DiGraphMatcher.isomorphisms_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraphMatcher.isomorphisms_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="DiGraphMatcher.subgraph_is_isomorphic" href="networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_is_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
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-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
-
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-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.match.html
index ca399b45..e63310cc 100644
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-    <title>DiGraphMatcher.match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraphMatcher.match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="DiGraphMatcher.candidate_pairs_iter" href="networkx.algorithms.isomorphism.DiGraphMatcher.candidate_pairs_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ we yield the mapping.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ we yield the mapping.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.semantic_feasibility.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.semantic_feasibility.html
index 82d31c7c..4f5c9cb4 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.semantic_feasibility.html
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-    <title>DiGraphMatcher.semantic_feasibility &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraphMatcher.semantic_feasibility &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraphMatcher.syntactic_feasibility" href="networkx.algorithms.isomorphism.DiGraphMatcher.syntactic_feasibility.html" />
     <link rel="prev" title="DiGraphMatcher.match" href="networkx.algorithms.isomorphism.DiGraphMatcher.match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_is_isomorphic.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_is_isomorphic.html
index b55361b6..a4c5e47d 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_is_isomorphic.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>DiGraphMatcher.subgraph_is_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraphMatcher.subgraph_is_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraphMatcher.isomorphisms_iter" href="networkx.algorithms.isomorphism.DiGraphMatcher.isomorphisms_iter.html" />
     <link rel="prev" title="DiGraphMatcher.is_isomorphic" href="networkx.algorithms.isomorphism.DiGraphMatcher.is_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_isomorphisms_iter.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_isomorphisms_iter.html
index a84aca43..0e405645 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_isomorphisms_iter.html
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@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraphMatcher.subgraph_isomorphisms_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraphMatcher.subgraph_isomorphisms_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraphMatcher.candidate_pairs_iter" href="networkx.algorithms.isomorphism.DiGraphMatcher.candidate_pairs_iter.html" />
     <link rel="prev" title="DiGraphMatcher.isomorphisms_iter" href="networkx.algorithms.isomorphism.DiGraphMatcher.isomorphisms_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.syntactic_feasibility.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.syntactic_feasibility.html
index 946f6ac2..1b05939c 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraphMatcher.syntactic_feasibility &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraphMatcher.syntactic_feasibility &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.DiGraphMatcher.syntactic_feasibility';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="categorical_node_match" href="networkx.algorithms.isomorphism.categorical_node_match.html" />
     <link rel="prev" title="DiGraphMatcher.semantic_feasibility" href="networkx.algorithms.isomorphism.DiGraphMatcher.semantic_feasibility.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ not make it impossible for an isomorphism/monomorphism to be found.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ not make it impossible for an isomorphism/monomorphism to be found.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index 746a9d0a..a9ec3377 100644
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-    <title>GraphMatcher.__init__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.__init__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.initialize" href="networkx.algorithms.isomorphism.GraphMatcher.initialize.html" />
     <link rel="prev" title="VF2 Algorithm" href="../isomorphism.vf2.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ considered when testing for an isomorphism.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ considered when testing for an isomorphism.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.candidate_pairs_iter.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.candidate_pairs_iter.html
index 9c2d2d72..0fe946b3 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.candidate_pairs_iter.html
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-    <title>GraphMatcher.candidate_pairs_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.candidate_pairs_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.match" href="networkx.algorithms.isomorphism.GraphMatcher.match.html" />
     <link rel="prev" title="GraphMatcher.subgraph_isomorphisms_iter" href="networkx.algorithms.isomorphism.GraphMatcher.subgraph_isomorphisms_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
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-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.initialize.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.initialize.html
index 3100537e..53ebeea5 100644
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+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.initialize.html
@@ -6,7 +6,7 @@
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-    <title>GraphMatcher.initialize &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.initialize &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.is_isomorphic" href="networkx.algorithms.isomorphism.GraphMatcher.is_isomorphic.html" />
     <link rel="prev" title="GraphMatcher.__init__" href="networkx.algorithms.isomorphism.GraphMatcher.__init__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,15 @@ If only subclassing GraphMatcher, a redefinition is not necessary.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +625,6 @@ If only subclassing GraphMatcher, a redefinition is not necessary.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.is_isomorphic.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.is_isomorphic.html
index f3334f30..47340dc3 100644
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-    <title>GraphMatcher.is_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.is_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.subgraph_is_isomorphic" href="networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic.html" />
     <link rel="prev" title="GraphMatcher.initialize" href="networkx.algorithms.isomorphism.GraphMatcher.initialize.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.isomorphisms_iter.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.isomorphisms_iter.html
index 76d772d8..be65cbf9 100644
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-    <title>GraphMatcher.isomorphisms_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.isomorphisms_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.subgraph_isomorphisms_iter" href="networkx.algorithms.isomorphism.GraphMatcher.subgraph_isomorphisms_iter.html" />
     <link rel="prev" title="GraphMatcher.subgraph_is_isomorphic" href="networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.match.html
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-    <title>GraphMatcher.match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.semantic_feasibility" href="networkx.algorithms.isomorphism.GraphMatcher.semantic_feasibility.html" />
     <link rel="prev" title="GraphMatcher.candidate_pairs_iter" href="networkx.algorithms.isomorphism.GraphMatcher.candidate_pairs_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ we yield the mapping.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ we yield the mapping.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
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-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.semantic_feasibility.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.semantic_feasibility.html
index a7bdeca8..94e30baa 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.semantic_feasibility.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.semantic_feasibility.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>GraphMatcher.semantic_feasibility &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.semantic_feasibility &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.syntactic_feasibility" href="networkx.algorithms.isomorphism.GraphMatcher.syntactic_feasibility.html" />
     <link rel="prev" title="GraphMatcher.match" href="networkx.algorithms.isomorphism.GraphMatcher.match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic.html
index 4d2cb95d..08b785db 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>GraphMatcher.subgraph_is_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.subgraph_is_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.isomorphisms_iter" href="networkx.algorithms.isomorphism.GraphMatcher.isomorphisms_iter.html" />
     <link rel="prev" title="GraphMatcher.is_isomorphic" href="networkx.algorithms.isomorphism.GraphMatcher.is_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_isomorphisms_iter.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_isomorphisms_iter.html
index 8a6a8fdc..76da4f02 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_isomorphisms_iter.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.subgraph_isomorphisms_iter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>GraphMatcher.subgraph_isomorphisms_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.subgraph_isomorphisms_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphMatcher.candidate_pairs_iter" href="networkx.algorithms.isomorphism.GraphMatcher.candidate_pairs_iter.html" />
     <link rel="prev" title="GraphMatcher.isomorphisms_iter" href="networkx.algorithms.isomorphism.GraphMatcher.isomorphisms_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.syntactic_feasibility.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.syntactic_feasibility.html
index 2272fa6d..6034e028 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.syntactic_feasibility.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.GraphMatcher.syntactic_feasibility.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>GraphMatcher.syntactic_feasibility &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphMatcher.syntactic_feasibility &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraphMatcher.__init__" href="networkx.algorithms.isomorphism.DiGraphMatcher.__init__.html" />
     <link rel="prev" title="GraphMatcher.semantic_feasibility" href="networkx.algorithms.isomorphism.GraphMatcher.semantic_feasibility.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ not make it impossible for an isomorphism/monomorphism to be found.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ not make it impossible for an isomorphism/monomorphism to be found.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.ISMAGS.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.ISMAGS.html
index b9a14171..0cb35592 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.ISMAGS.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.ISMAGS.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.algorithms.isomorphism.ISMAGS &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.isomorphism.ISMAGS &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.ISMAGS';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.isomorphism.ISMAGS.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="ISMAGS.analyze_symmetry" href="generated/networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry.html" />
     <link rel="prev" title="ISMAGS Algorithm" href="../isomorphism.ismags.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -563,7 +575,7 @@
 <dl class="py class">
 <dt class="sig sig-object py" id="networkx.algorithms.isomorphism.ISMAGS">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ISMAGS</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subgraph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node_match</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">edge_match</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/algorithms/isomorphism/ismags.html#ISMAGS"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.algorithms.isomorphism.ISMAGS" title="Permalink to this definition">#</a></dt>
-<dd><p>Implements the ISMAGS subgraph matching algorith. <a class="reference internal" href="#rcc65a4edf17b-1" id="id1">[1]</a> ISMAGS stands for
+<dd><p>Implements the ISMAGS subgraph matching algorithm. <a class="reference internal" href="#rcc65a4edf17b-1" id="id1">[1]</a> ISMAGS stands for
 “Index-based Subgraph Matching Algorithm with General Symmetries”. As the
 name implies, it is symmetry aware and will only generate non-symmetric
 isomorphisms.</p>
@@ -681,6 +693,15 @@ If <a class="reference external" href="https://docs.python.org/3/library/constan
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -713,15 +734,6 @@ If <a class="reference external" href="https://docs.python.org/3/library/constan
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_edge_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_edge_match.html
index 6e4cb0f1..4bf173c2 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_edge_match.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_edge_match.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>categorical_edge_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>categorical_edge_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="categorical_node_match" href="networkx.algorithms.isomorphism.categorical_node_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ default values for the categorical edge attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ default values for the categorical edge attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_multiedge_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_multiedge_match.html
index fecc09aa..d9a8757e 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_multiedge_match.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_multiedge_match.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>categorical_multiedge_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>categorical_multiedge_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_multiedge_match';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="numerical_node_match" href="networkx.algorithms.isomorphism.numerical_node_match.html" />
     <link rel="prev" title="categorical_edge_match" href="networkx.algorithms.isomorphism.categorical_edge_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ default values for the categorical edge attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ default values for the categorical edge attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_node_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_node_match.html
index 15879979..f05b036d 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_node_match.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.categorical_node_match.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>categorical_node_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>categorical_node_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="categorical_edge_match" href="networkx.algorithms.isomorphism.categorical_edge_match.html" />
     <link rel="prev" title="DiGraphMatcher.syntactic_feasibility" href="networkx.algorithms.isomorphism.DiGraphMatcher.syntactic_feasibility.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ default values for the categorical node attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ default values for the categorical node attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.could_be_isomorphic.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.could_be_isomorphic.html
index 6e4a0fee..013389ba 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.could_be_isomorphic.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.could_be_isomorphic.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>could_be_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>could_be_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="fast_could_be_isomorphic" href="networkx.algorithms.isomorphism.fast_could_be_isomorphic.html" />
     <link rel="prev" title="is_isomorphic" href="networkx.algorithms.isomorphism.is_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -595,6 +607,15 @@ involving that node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -616,15 +637,6 @@ involving that node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.fast_could_be_isomorphic.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.fast_could_be_isomorphic.html
index 71883e4d..60800b45 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.fast_could_be_isomorphic.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.fast_could_be_isomorphic.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>fast_could_be_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>fast_could_be_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="faster_could_be_isomorphic" href="networkx.algorithms.isomorphism.faster_could_be_isomorphic.html" />
     <link rel="prev" title="could_be_isomorphic" href="networkx.algorithms.isomorphism.could_be_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -593,6 +605,15 @@ sequence contains the number of triangles each node is part of.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -614,15 +635,6 @@ sequence contains the number of triangles each node is part of.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.faster_could_be_isomorphic.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.faster_could_be_isomorphic.html
index c5c9bb0f..90dedd66 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.faster_could_be_isomorphic.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>faster_could_be_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>faster_could_be_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="vf2pp_is_isomorphic" href="networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic.html" />
     <link rel="prev" title="fast_could_be_isomorphic" href="networkx.algorithms.isomorphism.fast_could_be_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
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@@ -592,6 +604,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.generic_edge_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.generic_edge_match.html
index 4fb4c3db..89900546 100644
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-    <title>generic_edge_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generic_edge_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generic_multiedge_match" href="networkx.algorithms.isomorphism.generic_multiedge_match.html" />
     <link rel="prev" title="generic_node_match" href="networkx.algorithms.isomorphism.generic_node_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,6 +626,15 @@ of operators to use when comparing values for each attribute.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@ of operators to use when comparing values for each attribute.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.generic_multiedge_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.generic_multiedge_match.html
index 6573af92..1f9772bb 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.generic_multiedge_match.html
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     <meta charset="utf-8" />
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-    <title>generic_multiedge_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generic_multiedge_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="ISMAGS Algorithm" href="../isomorphism.ismags.html" />
     <link rel="prev" title="generic_edge_match" href="networkx.algorithms.isomorphism.generic_edge_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,6 +629,15 @@ of operators to use when comparing values for each attribute.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@ of operators to use when comparing values for each attribute.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.generic_node_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.generic_node_match.html
index 8bca8f97..869371ce 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generic_node_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generic_node_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generic_edge_match" href="networkx.algorithms.isomorphism.generic_edge_match.html" />
     <link rel="prev" title="numerical_multiedge_match" href="networkx.algorithms.isomorphism.numerical_multiedge_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,6 +626,15 @@ of operators to use when comparing values for each attribute.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@ of operators to use when comparing values for each attribute.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.is_isomorphic.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.is_isomorphic.html
index cfa18b0a..52973338 100644
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@@ -6,7 +6,7 @@
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-    <title>is_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="could_be_isomorphic" href="networkx.algorithms.isomorphism.could_be_isomorphic.html" />
     <link rel="prev" title="Isomorphism" href="../isomorphism.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -677,6 +689,15 @@ default value ‘red’.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -698,15 +719,6 @@ default value ‘red’.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_edge_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_edge_match.html
index 7bc200ca..fdd20f4f 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_edge_match.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_edge_match.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>numerical_edge_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>numerical_edge_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="numerical_multiedge_match" href="networkx.algorithms.isomorphism.numerical_multiedge_match.html" />
     <link rel="prev" title="numerical_node_match" href="networkx.algorithms.isomorphism.numerical_node_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ default values for the numerical edge attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ default values for the numerical edge attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_multiedge_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_multiedge_match.html
index a36b21dc..c481b56c 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_multiedge_match.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_multiedge_match.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>numerical_multiedge_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>numerical_multiedge_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_multiedge_match';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generic_node_match" href="networkx.algorithms.isomorphism.generic_node_match.html" />
     <link rel="prev" title="numerical_edge_match" href="networkx.algorithms.isomorphism.numerical_edge_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ default values for the numerical edge attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ default values for the numerical edge attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_node_match.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_node_match.html
index cc26610b..fec3ab1f 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_node_match.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_node_match.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>numerical_node_match &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>numerical_node_match &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_node_match';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.isomorphism.numerical_node_match.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="numerical_edge_match" href="networkx.algorithms.isomorphism.numerical_edge_match.html" />
     <link rel="prev" title="categorical_multiedge_match" href="networkx.algorithms.isomorphism.categorical_multiedge_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ default values for the numerical node attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ default values for the numerical node attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html
index fd81aa18..197adf6b 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>rooted_tree_isomorphism &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>rooted_tree_isomorphism &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="tree_isomorphism" href="networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism.html" />
     <link rel="prev" title="vf2pp_isomorphism" href="networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,7 +576,7 @@
 <dt class="sig sig-object py" id="networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism">
 <span class="sig-name descname"><span class="pre">rooted_tree_isomorphism</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">t1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">t2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root2</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/algorithms/isomorphism/tree_isomorphism.html#rooted_tree_isomorphism"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism" title="Permalink to this definition">#</a></dt>
 <dd><p>Given two rooted trees <code class="xref py py-obj docutils literal notranslate"><span class="pre">t1</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">t2</span></code>,
-with roots <code class="xref py py-obj docutils literal notranslate"><span class="pre">root1</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">root2</span></code> respectivly
+with roots <code class="xref py py-obj docutils literal notranslate"><span class="pre">root1</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">root2</span></code> respectively
 this routine will determine if they are isomorphic.</p>
 <p>These trees may be either directed or undirected,
 but if they are directed, all edges should flow from the root.</p>
@@ -614,6 +626,15 @@ will not necessarily be unique.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@ will not necessarily be unique.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism.html
index 04390860..edae22a7 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>tree_isomorphism &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>tree_isomorphism &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="VF2 Algorithm" href="../isomorphism.vf2.html" />
     <link rel="prev" title="rooted_tree_isomorphism" href="networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@ will not necessarily be unique.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ will not necessarily be unique.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms.html
index a7486837..e1616b90 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>vf2pp_all_isomorphisms &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>vf2pp_all_isomorphisms &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="vf2pp_isomorphism" href="networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism.html" />
     <link rel="prev" title="vf2pp_is_isomorphic" href="networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,6 +615,15 @@ named <code class="xref py py-obj docutils literal notranslate"><span class="pre
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ named <code class="xref py py-obj docutils literal notranslate"><span class="pre
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic.html b/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic.html
index d02bb3e2..473c0f32 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic.html
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>vf2pp_is_isomorphic &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>vf2pp_is_isomorphic &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="vf2pp_all_isomorphisms" href="networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms.html" />
     <link rel="prev" title="faster_could_be_isomorphic" href="networkx.algorithms.isomorphism.faster_could_be_isomorphic.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -603,6 +615,15 @@ named <code class="xref py py-obj docutils literal notranslate"><span class="pre
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ named <code class="xref py py-obj docutils literal notranslate"><span class="pre
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index 90efb052..90061519 100644
--- a/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism.html
+++ b/reference/algorithms/generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>vf2pp_isomorphism &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>vf2pp_isomorphism &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="rooted_tree_isomorphism" href="networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html" />
     <link rel="prev" title="vf2pp_all_isomorphisms" href="networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -603,6 +615,15 @@ named <code class="xref py py-obj docutils literal notranslate"><span class="pre
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ named <code class="xref py py-obj docutils literal notranslate"><span class="pre
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.link_analysis.hits_alg.hits.html b/reference/algorithms/generated/networkx.algorithms.link_analysis.hits_alg.hits.html
index c5bd6987..42055bbe 100644
--- a/reference/algorithms/generated/networkx.algorithms.link_analysis.hits_alg.hits.html
+++ b/reference/algorithms/generated/networkx.algorithms.link_analysis.hits_alg.hits.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hits &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hits &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Link Prediction" href="../link_prediction.html" />
     <link rel="prev" title="google_matrix" href="networkx.algorithms.link_analysis.pagerank_alg.google_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -645,6 +657,15 @@ http://www.cs.cornell.edu/home/kleinber/auth.pdf.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -666,15 +687,6 @@ http://www.cs.cornell.edu/home/kleinber/auth.pdf.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.google_matrix.html b/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.google_matrix.html
index 0224cdc9..46aa3929 100644
--- a/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.google_matrix.html
+++ b/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.google_matrix.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>google_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>google_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.google_matrix';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.google_matrix.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="hits" href="networkx.algorithms.link_analysis.hits_alg.hits.html" />
     <link rel="prev" title="pagerank" href="networkx.algorithms.link_analysis.pagerank_alg.pagerank.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -575,7 +587,7 @@ graph with two directed edges for each undirected edge.</p>
 <dt><strong>personalization: dict, optional</strong></dt><dd><p>The “personalization vector” consisting of a dictionary with a
 key some subset of graph nodes and personalization value each of those.
 At least one personalization value must be non-zero.
-If not specfiied, a nodes personalization value will be zero.
+If not specifed, a nodes personalization value will be zero.
 By default, a uniform distribution is used.</p>
 </dd>
 <dt><strong>nodelist</strong><span class="classifier">list, optional</span></dt><dd><p>The rows and columns are ordered according to the nodes in nodelist.
@@ -633,6 +645,15 @@ between those nodes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -654,15 +675,6 @@ between those nodes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.pagerank.html b/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.pagerank.html
index 695b34cb..7275c687 100644
--- a/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.pagerank.html
+++ b/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.pagerank.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>pagerank &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>pagerank &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.pagerank';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.link_analysis.pagerank_alg.pagerank.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="google_matrix" href="networkx.algorithms.link_analysis.pagerank_alg.google_matrix.html" />
     <link rel="prev" title="Link Analysis" href="../link_analysis.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,12 +590,13 @@ graph with two directed edges for each undirected edge.</p>
 <dt><strong>personalization: dict, optional</strong></dt><dd><p>The “personalization vector” consisting of a dictionary with a
 key some subset of graph nodes and personalization value each of those.
 At least one personalization value must be non-zero.
-If not specfiied, a nodes personalization value will be zero.
+If not specified, a nodes personalization value will be zero.
 By default, a uniform distribution is used.</p>
 </dd>
 <dt><strong>max_iter</strong><span class="classifier">integer, optional</span></dt><dd><p>Maximum number of iterations in power method eigenvalue solver.</p>
 </dd>
-<dt><strong>tol</strong><span class="classifier">float, optional</span></dt><dd><p>Error tolerance used to check convergence in power method solver.</p>
+<dt><strong>tol</strong><span class="classifier">float, optional</span></dt><dd><p>Error tolerance used to check convergence in power method solver.
+The iteration will stop after a tolerance of <code class="docutils literal notranslate"><span class="pre">len(G)</span> <span class="pre">*</span> <span class="pre">tol</span></code> is reached.</p>
 </dd>
 <dt><strong>nstart</strong><span class="classifier">dictionary, optional</span></dt><dd><p>Starting value of PageRank iteration for each node.</p>
 </dd>
@@ -668,6 +681,15 @@ The PageRank citation ranking: Bringing order to the Web. 1999
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -689,15 +711,6 @@ The PageRank citation ranking: Bringing order to the Web. 1999
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.link_prediction.adamic_adar_index.html b/reference/algorithms/generated/networkx.algorithms.link_prediction.adamic_adar_index.html
index 383ffedb..a9381e19 100644
--- a/reference/algorithms/generated/networkx.algorithms.link_prediction.adamic_adar_index.html
+++ b/reference/algorithms/generated/networkx.algorithms.link_prediction.adamic_adar_index.html
@@ -6,7 +6,7 @@
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
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+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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 <div class="toc-item">
   
-<div id="searchbox"></div>
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-  
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-    <title>cn_soundarajan_hopcroft &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+      v3.1rc1.dev0
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@@ -641,6 +653,15 @@ World Wide Web (WWW ‘12 Companion). ACM, New York, NY, USA, 607-608.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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 </div>
@@ -662,15 +683,6 @@ World Wide Web (WWW ‘12 Companion). ACM, New York, NY, USA, 607-608.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-    <title>common_neighbor_centrality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -667,15 +688,6 @@ Sci Rep 10, 364 (2020).
 
 <div class="toc-item">
   
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-
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-  
-</div>
-
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-    <title>jaccard_coefficient &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ The Link Prediction Problem for Social Networks (2004).
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ The Link Prediction Problem for Social Networks (2004).
 
 <div class="toc-item">
   
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-</div>
-
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-  
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-    <title>preferential_attachment &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="adamic_adar_index" href="networkx.algorithms.link_prediction.adamic_adar_index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ The Link Prediction Problem for Social Networks (2004).
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ The Link Prediction Problem for Social Networks (2004).
 
 <div class="toc-item">
   
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-</div>
-
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-  
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 </div>
 
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index 2d395c79..5757c2b2 100644
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-    <title>ra_index_soundarajan_hopcroft &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -641,6 +653,15 @@ World Wide Web (WWW ‘12 Companion). ACM, New York, NY, USA, 607-608.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -662,15 +683,6 @@ World Wide Web (WWW ‘12 Companion). ACM, New York, NY, USA, 607-608.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.link_prediction.resource_allocation_index.html b/reference/algorithms/generated/networkx.algorithms.link_prediction.resource_allocation_index.html
index ad940034..5fd7030c 100644
--- a/reference/algorithms/generated/networkx.algorithms.link_prediction.resource_allocation_index.html
+++ b/reference/algorithms/generated/networkx.algorithms.link_prediction.resource_allocation_index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>resource_allocation_index &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>resource_allocation_index &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.link_prediction.resource_allocation_index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="jaccard_coefficient" href="networkx.algorithms.link_prediction.jaccard_coefficient.html" />
     <link rel="prev" title="Link Prediction" href="../link_prediction.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ Eur. Phys. J. B 71 (2009) 623.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ Eur. Phys. J. B 71 (2009) 623.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.link_prediction.within_inter_cluster.html b/reference/algorithms/generated/networkx.algorithms.link_prediction.within_inter_cluster.html
index e6ea1b69..70dfe37c 100644
--- a/reference/algorithms/generated/networkx.algorithms.link_prediction.within_inter_cluster.html
+++ b/reference/algorithms/generated/networkx.algorithms.link_prediction.within_inter_cluster.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>within_inter_cluster &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>within_inter_cluster &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.link_prediction.within_inter_cluster';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.link_prediction.within_inter_cluster.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="common_neighbor_centrality" href="networkx.algorithms.link_prediction.common_neighbor_centrality.html" />
     <link rel="prev" title="ra_index_soundarajan_hopcroft" href="networkx.algorithms.link_prediction.ra_index_soundarajan_hopcroft.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ Artificial Intelligence (SBIA’12)
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ Artificial Intelligence (SBIA’12)
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor.html b/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor.html
index 6abbfade..c901284b 100644
--- a/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor.html
+++ b/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_lowest_common_ancestor &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_lowest_common_ancestor &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="tree_all_pairs_lowest_common_ancestor" href="networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor.html" />
     <link rel="prev" title="Lowest Common Ancestor" href="../lowest_common_ancestors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -629,6 +641,15 @@ specified node pairings:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ specified node pairings:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor.html b/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor.html
index d4880695..20432ec8 100644
--- a/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor.html
+++ b/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>lowest_common_ancestor &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>lowest_common_ancestor &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Matching" href="../matching.html" />
     <link rel="prev" title="tree_all_pairs_lowest_common_ancestor" href="networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor.html b/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor.html
index 9fa29076..0c6ab347 100644
--- a/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor.html
+++ b/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>tree_all_pairs_lowest_common_ancestor &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>tree_all_pairs_lowest_common_ancestor &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="lowest_common_ancestor" href="networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor.html" />
     <link rel="prev" title="all_pairs_lowest_common_ancestor" href="networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -640,6 +652,15 @@ want to compute lowest common ancestors. Here is an example:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -661,15 +682,6 @@ want to compute lowest common ancestors. Here is an example:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.matching.is_matching.html b/reference/algorithms/generated/networkx.algorithms.matching.is_matching.html
index c592fced..322cb7ea 100644
--- a/reference/algorithms/generated/networkx.algorithms.matching.is_matching.html
+++ b/reference/algorithms/generated/networkx.algorithms.matching.is_matching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.matching.is_matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.matching.is_matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_maximal_matching" href="networkx.algorithms.matching.is_maximal_matching.html" />
     <link rel="prev" title="Matching" href="../matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ Or if the matching is not a collection of 2-tuple edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ Or if the matching is not a collection of 2-tuple edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.matching.is_maximal_matching.html b/reference/algorithms/generated/networkx.algorithms.matching.is_maximal_matching.html
index 4585ed48..b1e4bf0e 100644
--- a/reference/algorithms/generated/networkx.algorithms.matching.is_maximal_matching.html
+++ b/reference/algorithms/generated/networkx.algorithms.matching.is_maximal_matching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_maximal_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_maximal_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.matching.is_maximal_matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.matching.is_maximal_matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_perfect_matching" href="networkx.algorithms.matching.is_perfect_matching.html" />
     <link rel="prev" title="is_matching" href="networkx.algorithms.matching.is_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@ matching in the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ matching in the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.matching.is_perfect_matching.html b/reference/algorithms/generated/networkx.algorithms.matching.is_perfect_matching.html
index 1fb34149..2d8098a8 100644
--- a/reference/algorithms/generated/networkx.algorithms.matching.is_perfect_matching.html
+++ b/reference/algorithms/generated/networkx.algorithms.matching.is_perfect_matching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_perfect_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_perfect_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.matching.is_perfect_matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.matching.is_perfect_matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="maximal_matching" href="networkx.algorithms.matching.maximal_matching.html" />
     <link rel="prev" title="is_maximal_matching" href="networkx.algorithms.matching.is_maximal_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ matching in the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ matching in the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.matching.max_weight_matching.html b/reference/algorithms/generated/networkx.algorithms.matching.max_weight_matching.html
index 00fa4920..b446c16a 100644
--- a/reference/algorithms/generated/networkx.algorithms.matching.max_weight_matching.html
+++ b/reference/algorithms/generated/networkx.algorithms.matching.max_weight_matching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>max_weight_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>max_weight_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.matching.max_weight_matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.matching.max_weight_matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="min_weight_matching" href="networkx.algorithms.matching.min_weight_matching.html" />
     <link rel="prev" title="maximal_matching" href="networkx.algorithms.matching.maximal_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -634,6 +646,15 @@ Zvi Galil, ACM Computing Surveys, 1986.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -655,15 +676,6 @@ Zvi Galil, ACM Computing Surveys, 1986.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.matching.maximal_matching.html b/reference/algorithms/generated/networkx.algorithms.matching.maximal_matching.html
index 3c1c8b10..b8eb3ab3 100644
--- a/reference/algorithms/generated/networkx.algorithms.matching.maximal_matching.html
+++ b/reference/algorithms/generated/networkx.algorithms.matching.maximal_matching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximal_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximal_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.matching.maximal_matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.matching.maximal_matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="max_weight_matching" href="networkx.algorithms.matching.max_weight_matching.html" />
     <link rel="prev" title="is_perfect_matching" href="networkx.algorithms.matching.is_perfect_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -607,6 +619,15 @@ A maximal matching cannot add more edges and still be a matching.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -628,15 +649,6 @@ A maximal matching cannot add more edges and still be a matching.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.matching.min_weight_matching.html b/reference/algorithms/generated/networkx.algorithms.matching.min_weight_matching.html
index 5da4aa38..e35ffb22 100644
--- a/reference/algorithms/generated/networkx.algorithms.matching.min_weight_matching.html
+++ b/reference/algorithms/generated/networkx.algorithms.matching.min_weight_matching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>min_weight_matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>min_weight_matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.matching.min_weight_matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.matching.min_weight_matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Minors" href="../minors.html" />
     <link rel="prev" title="max_weight_matching" href="networkx.algorithms.matching.max_weight_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ If key not found, uses 1 as weight.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ If key not found, uses 1 as weight.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.minors.contracted_edge.html b/reference/algorithms/generated/networkx.algorithms.minors.contracted_edge.html
index 4cdbc5d1..a05f9510 100644
--- a/reference/algorithms/generated/networkx.algorithms.minors.contracted_edge.html
+++ b/reference/algorithms/generated/networkx.algorithms.minors.contracted_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>contracted_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>contracted_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.minors.contracted_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.minors.contracted_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="contracted_nodes" href="networkx.algorithms.minors.contracted_nodes.html" />
     <link rel="prev" title="Minors" href="../minors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ cycle graph on <em>n - 1</em> nodes:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ cycle graph on <em>n - 1</em> nodes:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.minors.contracted_nodes.html b/reference/algorithms/generated/networkx.algorithms.minors.contracted_nodes.html
index 36d10b3c..1350129d 100644
--- a/reference/algorithms/generated/networkx.algorithms.minors.contracted_nodes.html
+++ b/reference/algorithms/generated/networkx.algorithms.minors.contracted_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>contracted_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>contracted_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.minors.contracted_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.minors.contracted_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="identified_nodes" href="networkx.algorithms.minors.identified_nodes.html" />
     <link rel="prev" title="contracted_edge" href="networkx.algorithms.minors.contracted_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -652,6 +664,15 @@ yields the path graph (ignoring parallel edges):</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -673,15 +694,6 @@ yields the path graph (ignoring parallel edges):</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.minors.equivalence_classes.html b/reference/algorithms/generated/networkx.algorithms.minors.equivalence_classes.html
index ed366914..fda27df3 100644
--- a/reference/algorithms/generated/networkx.algorithms.minors.equivalence_classes.html
+++ b/reference/algorithms/generated/networkx.algorithms.minors.equivalence_classes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>equivalence_classes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>equivalence_classes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.minors.equivalence_classes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.minors.equivalence_classes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="quotient_graph" href="networkx.algorithms.minors.quotient_graph.html" />
     <link rel="prev" title="identified_nodes" href="networkx.algorithms.minors.identified_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ remainder <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ remainder <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.minors.identified_nodes.html b/reference/algorithms/generated/networkx.algorithms.minors.identified_nodes.html
index d5da3441..8021a817 100644
--- a/reference/algorithms/generated/networkx.algorithms.minors.identified_nodes.html
+++ b/reference/algorithms/generated/networkx.algorithms.minors.identified_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>identified_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>identified_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.minors.identified_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.minors.identified_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="equivalence_classes" href="networkx.algorithms.minors.equivalence_classes.html" />
     <link rel="prev" title="contracted_nodes" href="networkx.algorithms.minors.contracted_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -652,6 +664,15 @@ yields the path graph (ignoring parallel edges):</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -673,15 +694,6 @@ yields the path graph (ignoring parallel edges):</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.minors.quotient_graph.html b/reference/algorithms/generated/networkx.algorithms.minors.quotient_graph.html
index edc9f3a2..730b2871 100644
--- a/reference/algorithms/generated/networkx.algorithms.minors.quotient_graph.html
+++ b/reference/algorithms/generated/networkx.algorithms.minors.quotient_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>quotient_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>quotient_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.minors.quotient_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.minors.quotient_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Maximal independent set" href="../mis.html" />
     <link rel="prev" title="equivalence_classes" href="networkx.algorithms.minors.equivalence_classes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -761,6 +773,15 @@ in the right form, in order to call <a class="reference internal" href="#network
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -782,15 +803,6 @@ in the right form, in order to call <a class="reference internal" href="#network
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.mis.maximal_independent_set.html b/reference/algorithms/generated/networkx.algorithms.mis.maximal_independent_set.html
index 9635d537..91a4f715 100644
--- a/reference/algorithms/generated/networkx.algorithms.mis.maximal_independent_set.html
+++ b/reference/algorithms/generated/networkx.algorithms.mis.maximal_independent_set.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximal_independent_set &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximal_independent_set &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.mis.maximal_independent_set';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.mis.maximal_independent_set.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="non-randomness" href="../non_randomness.html" />
     <link rel="prev" title="Maximal independent set" href="../mis.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -624,6 +636,15 @@ do not form an independent set, an exception is raised.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ do not form an independent set, an exception is raised.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.moral.moral_graph.html b/reference/algorithms/generated/networkx.algorithms.moral.moral_graph.html
index c5df2bd6..54432286 100644
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-    <title>moral_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>moral_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Node Classification" href="../node_classification.html" />
     <link rel="prev" title="Moral" href="../moral.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -624,6 +636,15 @@ in artificial intelligence (UAI’95)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ in artificial intelligence (UAI’95)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.node_classification.harmonic_function.html b/reference/algorithms/generated/networkx.algorithms.node_classification.harmonic_function.html
index decdfa72..18a8a06c 100644
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-    <title>harmonic_function &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>harmonic_function &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="Node Classification" href="../node_classification.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -623,6 +635,15 @@ In ICML (Vol. 3, pp. 912-919).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ In ICML (Vol. 3, pp. 912-919).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.node_classification.local_and_global_consistency.html b/reference/algorithms/generated/networkx.algorithms.node_classification.local_and_global_consistency.html
index 70f8c076..15b64f2f 100644
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-    <title>local_and_global_consistency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>local_and_global_consistency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Operators" href="../operators.html" />
     <link rel="prev" title="harmonic_function" href="networkx.algorithms.node_classification.harmonic_function.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -625,6 +637,15 @@ Advances in neural information processing systems, 16(16), 321-328.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ Advances in neural information processing systems, 16(16), 321-328.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.non_randomness.non_randomness.html b/reference/algorithms/generated/networkx.algorithms.non_randomness.non_randomness.html
index 73c22a77..63524419 100644
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-    <title>non_randomness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>non_randomness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Moral" href="../moral.html" />
     <link rel="prev" title="non-randomness" href="../non_randomness.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -639,6 +651,15 @@ SIAM International Conference on Data Mining. 2009</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -660,15 +681,6 @@ SIAM International Conference on Data Mining. 2009</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.all.compose_all.html b/reference/algorithms/generated/networkx.algorithms.operators.all.compose_all.html
index cb8ec263..a8f7faae 100644
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     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>compose_all &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>compose_all &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="union_all" href="networkx.algorithms.operators.all.union_all.html" />
     <link rel="prev" title="full_join" href="networkx.algorithms.operators.binary.full_join.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ from the last graph in the list with that attribute is used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ from the last graph in the list with that attribute is used.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index 92e0572f..cfb0bfd4 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.all.disjoint_union_all.html
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-    <title>disjoint_union_all &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>disjoint_union_all &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="union_all" href="networkx.algorithms.operators.all.union_all.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -628,15 +649,6 @@ from the last graph in the list with that attribute is used.</p>
 
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-  
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-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.operators.all.intersection_all.html b/reference/algorithms/generated/networkx.algorithms.operators.all.intersection_all.html
index 21e921d0..4bcc55d8 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.all.intersection_all.html
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-    <title>intersection_all &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>intersection_all &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="disjoint_union_all" href="networkx.algorithms.operators.all.disjoint_union_all.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.operators.all.union_all.html b/reference/algorithms/generated/networkx.algorithms.operators.all.union_all.html
index 7cc1177c..9a371940 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.all.union_all.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.all.union_all.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>union_all &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>union_all &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.operators.all.union_all';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.all.union_all.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="disjoint_union_all" href="networkx.algorithms.operators.all.disjoint_union_all.html" />
     <link rel="prev" title="compose_all" href="networkx.algorithms.operators.all.compose_all.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -619,6 +631,15 @@ from the last graph in the list with that attribute is used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@ from the last graph in the list with that attribute is used.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
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-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.operators.binary.compose.html b/reference/algorithms/generated/networkx.algorithms.operators.binary.compose.html
index 728fcd94..5634fdae 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.binary.compose.html
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@@ -6,7 +6,7 @@
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-    <title>compose &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>compose &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="union" href="networkx.algorithms.operators.binary.union.html" />
     <link rel="prev" title="reverse" href="networkx.algorithms.operators.unary.reverse.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@ If you prefer another way of combining attributes, you can update them after the
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ If you prefer another way of combining attributes, you can update them after the
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-  
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 </div>
 
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index e34d24dd..de26b5f5 100644
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@@ -6,7 +6,7 @@
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-    <title>difference &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>difference &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="intersection" href="networkx.algorithms.operators.binary.intersection.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -616,6 +628,15 @@ as follows:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -637,15 +658,6 @@ as follows:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.operators.binary.disjoint_union.html b/reference/algorithms/generated/networkx.algorithms.operators.binary.disjoint_union.html
index 35eb5007..2512aa1d 100644
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@@ -6,7 +6,7 @@
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-    <title>disjoint_union &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>disjoint_union &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="union" href="networkx.algorithms.operators.binary.union.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ or the method, Graph.update().</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ or the method, Graph.update().</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.binary.full_join.html b/reference/algorithms/generated/networkx.algorithms.operators.binary.full_join.html
index 68f85458..bd79f726 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.binary.full_join.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.binary.full_join.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>full_join &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>full_join &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="compose_all" href="networkx.algorithms.operators.all.compose_all.html" />
     <link rel="prev" title="symmetric_difference" href="networkx.algorithms.operators.binary.symmetric_difference.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -629,6 +641,15 @@ G and H the value from H is used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ G and H the value from H is used.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.binary.intersection.html b/reference/algorithms/generated/networkx.algorithms.operators.binary.intersection.html
index 515adbce..6a2b0b7a 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.binary.intersection.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.binary.intersection.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>intersection &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>intersection &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.binary.intersection.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="difference" href="networkx.algorithms.operators.binary.difference.html" />
     <link rel="prev" title="disjoint_union" href="networkx.algorithms.operators.binary.disjoint_union.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ as follows</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ as follows</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.binary.symmetric_difference.html b/reference/algorithms/generated/networkx.algorithms.operators.binary.symmetric_difference.html
index 0f29be6e..2a7e023f 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.binary.symmetric_difference.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.binary.symmetric_difference.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>symmetric_difference &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>symmetric_difference &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.operators.binary.symmetric_difference';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.binary.symmetric_difference.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="full_join" href="networkx.algorithms.operators.binary.full_join.html" />
     <link rel="prev" title="difference" href="networkx.algorithms.operators.binary.difference.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.binary.union.html b/reference/algorithms/generated/networkx.algorithms.operators.binary.union.html
index 2a03e8de..c803d2e6 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.binary.union.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.binary.union.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>union &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>union &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.operators.binary.union';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.binary.union.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="disjoint_union" href="networkx.algorithms.operators.binary.disjoint_union.html" />
     <link rel="prev" title="compose" href="networkx.algorithms.operators.binary.compose.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ then the value from H is used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ then the value from H is used.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.product.cartesian_product.html b/reference/algorithms/generated/networkx.algorithms.operators.product.cartesian_product.html
index 9d28acd8..d03cbb6f 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.product.cartesian_product.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.product.cartesian_product.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cartesian_product &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cartesian_product &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="lexicographic_product" href="networkx.algorithms.operators.product.lexicographic_product.html" />
     <link rel="prev" title="intersection_all" href="networkx.algorithms.operators.all.intersection_all.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ new product graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ new product graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.product.corona_product.html b/reference/algorithms/generated/networkx.algorithms.operators.product.corona_product.html
index 1d546d86..bda0a66f 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.product.corona_product.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.product.corona_product.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>corona_product &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>corona_product &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Planarity" href="../planarity.html" />
     <link rel="prev" title="power" href="networkx.algorithms.operators.product.power.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ doi: 10.22108/toc.2014.5542.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ doi: 10.22108/toc.2014.5542.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.product.lexicographic_product.html b/reference/algorithms/generated/networkx.algorithms.operators.product.lexicographic_product.html
index b37ff5de..09fab0f2 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.product.lexicographic_product.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.product.lexicographic_product.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>lexicographic_product &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>lexicographic_product &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.operators.product.lexicographic_product';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.product.lexicographic_product.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="rooted_product" href="networkx.algorithms.operators.product.rooted_product.html" />
     <link rel="prev" title="cartesian_product" href="networkx.algorithms.operators.product.cartesian_product.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ new product graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ new product graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.product.power.html b/reference/algorithms/generated/networkx.algorithms.operators.product.power.html
index 48d80cff..88b603cb 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.product.power.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.product.power.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>power &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>power &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.operators.product.power';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.product.power.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="corona_product" href="networkx.algorithms.operators.product.corona_product.html" />
     <link rel="prev" title="tensor_product" href="networkx.algorithms.operators.product.tensor_product.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ powers:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ powers:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.product.rooted_product.html b/reference/algorithms/generated/networkx.algorithms.operators.product.rooted_product.html
index 0a00cf15..e5782bb9 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.product.rooted_product.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.product.rooted_product.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>rooted_product &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>rooted_product &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.operators.product.rooted_product';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.product.rooted_product.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="strong_product" href="networkx.algorithms.operators.product.strong_product.html" />
     <link rel="prev" title="lexicographic_product" href="networkx.algorithms.operators.product.lexicographic_product.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ The nodes of G and H are not relabeled.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ The nodes of G and H are not relabeled.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.product.strong_product.html b/reference/algorithms/generated/networkx.algorithms.operators.product.strong_product.html
index 75eb87f7..6c1fbc36 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.product.strong_product.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.product.strong_product.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>strong_product &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>strong_product &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.operators.product.strong_product';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.product.strong_product.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="tensor_product" href="networkx.algorithms.operators.product.tensor_product.html" />
     <link rel="prev" title="rooted_product" href="networkx.algorithms.operators.product.rooted_product.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ new product graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ new product graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.operators.product.tensor_product.html b/reference/algorithms/generated/networkx.algorithms.operators.product.tensor_product.html
index e7faa529..e2094b35 100644
--- a/reference/algorithms/generated/networkx.algorithms.operators.product.tensor_product.html
+++ b/reference/algorithms/generated/networkx.algorithms.operators.product.tensor_product.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>tensor_product &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>tensor_product &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.operators.product.tensor_product';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.operators.product.tensor_product.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="power" href="networkx.algorithms.operators.product.power.html" />
     <link rel="prev" title="strong_product" href="networkx.algorithms.operators.product.strong_product.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ new product graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ new product graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.operators.unary.complement.html b/reference/algorithms/generated/networkx.algorithms.operators.unary.complement.html
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-    <title>complement &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="prev" title="Operators" href="../operators.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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@@ -626,15 +647,6 @@ does not produce parallel edges for MultiGraphs.</p>
 
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-    <title>reverse &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
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+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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-    <title>combinatorial_embedding_to_pos &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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     <link rel="prev" title="Planar Drawing" href="../planar_drawing.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -612,6 +624,15 @@ A Linear-time Algorithm for Drawing a Planar Graph on a Grid 1989
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ A Linear-time Algorithm for Drawing a Planar Graph on a Grid 1989
 
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-</div>
-
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-  
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-  
 </div>
 
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-    <title>networkx.algorithms.planarity.PlanarEmbedding &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -881,6 +893,15 @@ SciPy sparse array, or a PyGraphviz graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -913,15 +934,6 @@ SciPy sparse array, or a PyGraphviz graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-  
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-    <title>check_planarity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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     <link rel="next" title="is_planar" href="networkx.algorithms.planarity.is_planar.html" />
     <link rel="prev" title="Planarity" href="../planarity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -646,6 +658,15 @@ Lecture Notes Series on Computing: Volume 12
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -667,15 +688,6 @@ Lecture Notes Series on Computing: Volume 12
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
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 </div>
 
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-    <title>is_planar &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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     <link rel="prev" title="check_planarity" href="networkx.algorithms.planarity.check_planarity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@ any edge intersections.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ any edge intersections.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.polynomials.chromatic_polynomial.html b/reference/algorithms/generated/networkx.algorithms.polynomials.chromatic_polynomial.html
index 06b7f229..aed06b4c 100644
--- a/reference/algorithms/generated/networkx.algorithms.polynomials.chromatic_polynomial.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>chromatic_polynomial &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>chromatic_polynomial &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Reciprocity" href="../reciprocity.html" />
     <link rel="prev" title="tutte_polynomial" href="networkx.algorithms.polynomials.tutte_polynomial.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -690,6 +702,15 @@ Discrete Mathematics, 2006
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -711,15 +732,6 @@ Discrete Mathematics, 2006
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.polynomials.tutte_polynomial.html b/reference/algorithms/generated/networkx.algorithms.polynomials.tutte_polynomial.html
index 20f3b704..3acf3ce5 100644
--- a/reference/algorithms/generated/networkx.algorithms.polynomials.tutte_polynomial.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>tutte_polynomial &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>tutte_polynomial &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="chromatic_polynomial" href="networkx.algorithms.polynomials.chromatic_polynomial.html" />
     <link rel="prev" title="Graph Polynomials" href="../polynomials.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -712,6 +724,15 @@ Structural Analysis of Complex Networks, 2011
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -733,15 +754,6 @@ Structural Analysis of Complex Networks, 2011
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.reciprocity.overall_reciprocity.html b/reference/algorithms/generated/networkx.algorithms.reciprocity.overall_reciprocity.html
index 2e24fdba..78c682e7 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>overall_reciprocity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>overall_reciprocity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Regular" href="../regular.html" />
     <link rel="prev" title="reciprocity" href="networkx.algorithms.reciprocity.reciprocity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.reciprocity.reciprocity.html b/reference/algorithms/generated/networkx.algorithms.reciprocity.reciprocity.html
index f03e447e..12393343 100644
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-    <title>reciprocity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>reciprocity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="overall_reciprocity" href="networkx.algorithms.reciprocity.overall_reciprocity.html" />
     <link rel="prev" title="Reciprocity" href="../reciprocity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ In such cases this function will return None.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ In such cases this function will return None.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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-    <title>is_k_regular &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_k_regular &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="is_regular" href="networkx.algorithms.regular.is_regular.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,6 +613,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -622,15 +643,6 @@
 
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-<div class="toc-item">
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index f8ca17eb..7936ac5e 100644
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-    <title>is_regular &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_regular &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_k_regular" href="networkx.algorithms.regular.is_k_regular.html" />
     <link rel="prev" title="Regular" href="../regular.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,6 +615,15 @@ vertex are equal.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ vertex are equal.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.regular.k_factor.html b/reference/algorithms/generated/networkx.algorithms.regular.k_factor.html
index 729f8f01..85016d79 100644
--- a/reference/algorithms/generated/networkx.algorithms.regular.k_factor.html
+++ b/reference/algorithms/generated/networkx.algorithms.regular.k_factor.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>k_factor &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>k_factor &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.regular.k_factor';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.regular.k_factor.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Rich Club" href="../rich_club.html" />
     <link rel="prev" title="is_k_regular" href="networkx.algorithms.regular.is_k_regular.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -619,6 +631,15 @@ Information processing letters, 2009.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@ Information processing letters, 2009.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.richclub.rich_club_coefficient.html b/reference/algorithms/generated/networkx.algorithms.richclub.rich_club_coefficient.html
index 4dda637f..9b636e45 100644
--- a/reference/algorithms/generated/networkx.algorithms.richclub.rich_club_coefficient.html
+++ b/reference/algorithms/generated/networkx.algorithms.richclub.rich_club_coefficient.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>rich_club_coefficient &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>rich_club_coefficient &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.richclub.rich_club_coefficient';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.richclub.rich_club_coefficient.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Shortest Paths" href="../shortest_paths.html" />
     <link rel="prev" title="Rich Club" href="../rich_club.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ sequences”, 2006. <a class="reference external" href="https://arxiv.org/abs/co
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ sequences”, 2006. <a class="reference external" href="https://arxiv.org/abs/co
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path.html
index be99cbae..f32dc2dc 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>astar_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>astar_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="astar_path_length" href="networkx.algorithms.shortest_paths.astar.astar_path_length.html" />
     <link rel="prev" title="reconstruct_path" href="networkx.algorithms.shortest_paths.dense.reconstruct_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@ will find the shortest red path.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@ will find the shortest red path.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path_length.html
index 0464cd3d..1c1aaec7 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>astar_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>astar_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.astar.astar_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Similarity Measures" href="../similarity.html" />
     <link rel="prev" title="astar_path" href="networkx.algorithms.shortest_paths.astar.astar_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ return a number or None to indicate a hidden edge.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ return a number or None to indicate a hidden edge.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall.html
index 690bd9ef..90ad770b 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>floyd_warshall &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>floyd_warshall &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.floyd_warshall.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="floyd_warshall_predecessor_and_distance" href="networkx.algorithms.shortest_paths.dense.floyd_warshall_predecessor_and_distance.html" />
     <link rel="prev" title="johnson" href="networkx.algorithms.shortest_paths.weighted.johnson.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ It has running time <span class="math notranslate nohighlight">\(O(n^3)\)</span>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ It has running time <span class="math notranslate nohighlight">\(O(n^3)\)</span>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
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index baebd43e..dd2d17c3 100644
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-    <title>floyd_warshall_numpy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ cycles. It has running time <span class="math notranslate nohighlight">\(O(n^3)\
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index d4c4745d..de03489b 100644
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-    <title>floyd_warshall_predecessor_and_distance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="floyd_warshall" href="networkx.algorithms.shortest_paths.dense.floyd_warshall.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -654,15 +675,6 @@ It has running time <span class="math notranslate nohighlight">\(O(n^3)\)</span>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.reconstruct_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.reconstruct_path.html
index c74df4d3..40d1ec6d 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.dense.reconstruct_path.html
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-    <title>reconstruct_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -611,6 +623,15 @@ floyd_warshall_predecessor_and_distance function</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ floyd_warshall_predecessor_and_distance function</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.all_shortest_paths.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.all_shortest_paths.html
index ece88a39..c996bb30 100644
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-    <title>all_shortest_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
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     <link rel="prev" title="shortest_path" href="networkx.algorithms.shortest_paths.generic.shortest_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ length – instead, we only produce the shortest simple paths.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ length – instead, we only produce the shortest simple paths.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.average_shortest_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.average_shortest_path_length.html
index 5636dc6b..910ce088 100644
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-    <title>average_shortest_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>average_shortest_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="shortest_path_length" href="networkx.algorithms.shortest_paths.generic.shortest_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -641,6 +653,15 @@ length for each component</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -662,15 +683,6 @@ length for each component</p>
 
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-    <title>has_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="average_shortest_path_length" href="networkx.algorithms.shortest_paths.generic.average_shortest_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path.html
index ac22940c..dca9822f 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>shortest_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>shortest_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_shortest_paths" href="networkx.algorithms.shortest_paths.generic.all_shortest_paths.html" />
     <link rel="prev" title="Shortest Paths" href="../shortest_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -662,6 +674,15 @@ This returns only one of them.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -683,15 +704,6 @@ This returns only one of them.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path_length.html
index 8484cb5d..6dee4b0c 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>shortest_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>shortest_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.generic.shortest_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="average_shortest_path_length" href="networkx.algorithms.shortest_paths.generic.average_shortest_path_length.html" />
     <link rel="prev" title="all_shortest_paths" href="networkx.algorithms.shortest_paths.generic.all_shortest_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -667,6 +679,15 @@ the edge orientation.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -688,15 +709,6 @@ the edge orientation.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html
index 8af004fc..305f2015 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_shortest_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_shortest_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_pairs_shortest_path_length" href="networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html" />
     <link rel="prev" title="bidirectional_shortest_path" href="networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html
index a5e73b5d..068abf83 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_shortest_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_shortest_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="predecessor" href="networkx.algorithms.shortest_paths.unweighted.predecessor.html" />
     <link rel="prev" title="all_pairs_shortest_path" href="networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -616,6 +628,15 @@ shortest path length as the key value.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -637,15 +658,6 @@ shortest path length as the key value.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path.html
index 7b02ee28..1aa01205 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bidirectional_shortest_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bidirectional_shortest_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_pairs_shortest_path" href="networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path.html" />
     <link rel="prev" title="single_target_shortest_path_length" href="networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.predecessor.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.predecessor.html
index 542e8680..412b9926 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.predecessor.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.predecessor.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>predecessor &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>predecessor &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.predecessor';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.predecessor.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dijkstra_predecessor_and_distance" href="networkx.algorithms.shortest_paths.weighted.dijkstra_predecessor_and_distance.html" />
     <link rel="prev" title="all_pairs_shortest_path_length" href="networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -620,6 +632,15 @@ during breadth-first-search).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -641,15 +662,6 @@ during breadth-first-search).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path.html
index 9c42cc39..c84a04ca 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_source_shortest_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_source_shortest_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_source_shortest_path_length" href="networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html" />
     <link rel="prev" title="has_path" href="networkx.algorithms.shortest_paths.generic.has_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -617,6 +629,15 @@ only one of those paths.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -638,15 +659,6 @@ only one of those paths.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html
index 4efe791f..86007c87 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_source_shortest_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_source_shortest_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_target_shortest_path" href="networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html" />
     <link rel="prev" title="single_source_shortest_path" href="networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html
index 893cf43f..701fcd4b 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_target_shortest_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_target_shortest_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_target_shortest_path_length" href="networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html" />
     <link rel="prev" title="single_source_shortest_path_length" href="networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -616,6 +628,15 @@ only one of those paths.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -637,15 +658,6 @@ only one of those paths.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html
index 407c9084..bbc5ef7a 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_target_shortest_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_target_shortest_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bidirectional_shortest_path" href="networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path.html" />
     <link rel="prev" title="single_target_shortest_path" href="networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path.html
index d3edf61d..7484c21c 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_bellman_ford_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_bellman_ford_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_pairs_bellman_ford_path_length" href="networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length.html" />
     <link rel="prev" title="single_source_bellman_ford_path_length" href="networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length.html
index ff7030c5..d1203d37 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_bellman_ford_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_bellman_ford_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bellman_ford_predecessor_and_distance" href="networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html" />
     <link rel="prev" title="all_pairs_bellman_ford_path" href="networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra.html
index 7a29416e..d59ca9a0 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_dijkstra &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_dijkstra &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_pairs_dijkstra_path" href="networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path.html" />
     <link rel="prev" title="multi_source_dijkstra_path_length" href="networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -639,6 +651,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -660,15 +681,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path.html
index dfcec6e2..b8c4d0d9 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_dijkstra_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_dijkstra_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_pairs_dijkstra_path_length" href="networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path_length.html" />
     <link rel="prev" title="all_pairs_dijkstra" href="networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path_length.html
index 3a0b7574..a4c21567 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_pairs_dijkstra_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_pairs_dijkstra_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="all_pairs_dijkstra_path" href="networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -629,6 +641,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index 1cc268ec..ba8da78f 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bellman_ford_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bellman_ford_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bellman_ford_path_length" href="networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html" />
     <link rel="prev" title="bidirectional_dijkstra" href="networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -632,6 +644,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -653,15 +674,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html
index 2c4c92eb..281da878 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bellman_ford_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bellman_ford_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_source_bellman_ford" href="networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html" />
     <link rel="prev" title="bellman_ford_path" href="networkx.algorithms.shortest_paths.weighted.bellman_ford_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -633,6 +645,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -654,15 +675,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html
index 493937aa..53e72639 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bellman_ford_predecessor_and_distance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bellman_ford_predecessor_and_distance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="negative_edge_cycle" href="networkx.algorithms.shortest_paths.weighted.negative_edge_cycle.html" />
     <link rel="prev" title="all_pairs_bellman_ford_path_length" href="networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ In NetworkX v2.2 this changed to the source node having predecessor <code class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ In NetworkX v2.2 this changed to the source node having predecessor <code class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra.html
index 9cfa68a8..a15c661d 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bidirectional_dijkstra &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bidirectional_dijkstra &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bellman_ford_path" href="networkx.algorithms.shortest_paths.weighted.bellman_ford_path.html" />
     <link rel="prev" title="all_pairs_dijkstra_path_length" href="networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -651,6 +663,15 @@ are negative or are floating point numbers
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -672,15 +693,6 @@ are negative or are floating point numbers
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path.html
index 3b3e6761..1bbb52f0 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dijkstra_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dijkstra_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dijkstra_path_length" href="networkx.algorithms.shortest_paths.weighted.dijkstra_path_length.html" />
     <link rel="prev" title="dijkstra_predecessor_and_distance" href="networkx.algorithms.shortest_paths.weighted.dijkstra_predecessor_and_distance.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -651,6 +663,15 @@ path and length-of-path if you need both, use that.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -672,15 +693,6 @@ path and length-of-path if you need both, use that.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path_length.html
index f0160133..48695a36 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dijkstra_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dijkstra_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_source_dijkstra" href="networkx.algorithms.shortest_paths.weighted.single_source_dijkstra.html" />
     <link rel="prev" title="dijkstra_path" href="networkx.algorithms.shortest_paths.weighted.dijkstra_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -641,6 +653,15 @@ path and length-of-path if you need both, use that.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -662,15 +683,6 @@ path and length-of-path if you need both, use that.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_predecessor_and_distance.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_predecessor_and_distance.html
index ec7f846c..267a02c3 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_predecessor_and_distance.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.dijkstra_predecessor_and_distance.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dijkstra_predecessor_and_distance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dijkstra_predecessor_and_distance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dijkstra_path" href="networkx.algorithms.shortest_paths.weighted.dijkstra_path.html" />
     <link rel="prev" title="predecessor" href="networkx.algorithms.shortest_paths.unweighted.predecessor.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -641,6 +653,15 @@ there are more than one shortest paths to the key node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -662,15 +683,6 @@ there are more than one shortest paths to the key node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.find_negative_cycle.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.find_negative_cycle.html
index 5b3c1bf1..388f42a6 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.find_negative_cycle.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.find_negative_cycle.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>find_negative_cycle &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>find_negative_cycle &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.find_negative_cycle';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.find_negative_cycle.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="goldberg_radzik" href="networkx.algorithms.shortest_paths.weighted.goldberg_radzik.html" />
     <link rel="prev" title="negative_edge_cycle" href="networkx.algorithms.shortest_paths.weighted.negative_edge_cycle.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ equals the first to indicate a cycle.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ equals the first to indicate a cycle.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.goldberg_radzik.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.goldberg_radzik.html
index acb2777d..93d3c322 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.goldberg_radzik.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.goldberg_radzik.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>goldberg_radzik &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>goldberg_radzik &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.goldberg_radzik';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.goldberg_radzik.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="johnson" href="networkx.algorithms.shortest_paths.weighted.johnson.html" />
     <link rel="prev" title="find_negative_cycle" href="networkx.algorithms.shortest_paths.weighted.find_negative_cycle.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -651,6 +663,15 @@ will not be detected.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -672,15 +693,6 @@ will not be detected.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.johnson.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.johnson.html
index f38152df..94459f91 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.johnson.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.johnson.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>johnson &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>johnson &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.johnson';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.johnson.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="floyd_warshall" href="networkx.algorithms.shortest_paths.dense.floyd_warshall.html" />
     <link rel="prev" title="goldberg_radzik" href="networkx.algorithms.shortest_paths.weighted.goldberg_radzik.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -646,6 +658,15 @@ algorithm.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -667,15 +688,6 @@ algorithm.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra.html
index ee79a841..90f5e633 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>multi_source_dijkstra &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>multi_source_dijkstra &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="multi_source_dijkstra_path" href="networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path.html" />
     <link rel="prev" title="single_source_dijkstra_path_length" href="networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -673,6 +685,15 @@ are negative or are floating point numbers
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -694,15 +715,6 @@ are negative or are floating point numbers
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path.html
index ae4ece83..61044684 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>multi_source_dijkstra_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>multi_source_dijkstra_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="multi_source_dijkstra_path_length" href="networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length.html" />
     <link rel="prev" title="multi_source_dijkstra" href="networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -645,6 +657,15 @@ will find the shortest red path.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -666,15 +687,6 @@ will find the shortest red path.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length.html
index 33770e1b..a1b54c58 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>multi_source_dijkstra_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>multi_source_dijkstra_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_pairs_dijkstra" href="networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra.html" />
     <link rel="prev" title="multi_source_dijkstra_path" href="networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -648,6 +660,15 @@ will find the shortest red path.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -669,15 +690,6 @@ will find the shortest red path.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.negative_edge_cycle.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.negative_edge_cycle.html
index 977cc6bf..58ee0b6f 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.negative_edge_cycle.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.negative_edge_cycle.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>negative_edge_cycle &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>negative_edge_cycle &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.negative_edge_cycle';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.negative_edge_cycle.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="find_negative_cycle" href="networkx.algorithms.shortest_paths.weighted.find_negative_cycle.html" />
     <link rel="prev" title="bellman_ford_predecessor_and_distance" href="networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -625,6 +637,15 @@ node.  It then removes that extra node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -646,15 +667,6 @@ node.  It then removes that extra node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html
index 114e7470..329de29f 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_source_bellman_ford &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_source_bellman_ford &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_source_bellman_ford_path" href="networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html" />
     <link rel="prev" title="bellman_ford_path_length" href="networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,6 +665,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -674,15 +695,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html
index 409cd282..8a0fc7c2 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_source_bellman_ford_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_source_bellman_ford_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_source_bellman_ford_path_length" href="networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html" />
     <link rel="prev" title="single_source_bellman_ford" href="networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html
index e1c81faf..1a033dfe 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_source_bellman_ford_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_source_bellman_ford_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_pairs_bellman_ford_path" href="networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path.html" />
     <link rel="prev" title="single_source_bellman_ford_path" href="networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -637,6 +649,15 @@ Distances are calculated as sums of weighted edges traversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ Distances are calculated as sums of weighted edges traversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra.html
index 313566e8..37ff175d 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_source_dijkstra &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_source_dijkstra &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_source_dijkstra_path" href="networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path.html" />
     <link rel="prev" title="dijkstra_path_length" href="networkx.algorithms.shortest_paths.weighted.dijkstra_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,6 +680,15 @@ are negative or are floating point numbers
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -689,15 +710,6 @@ are negative or are floating point numbers
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path.html
index 35e9ebe5..88fd5bfd 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_source_dijkstra_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_source_dijkstra_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="single_source_dijkstra_path_length" href="networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length.html" />
     <link rel="prev" title="single_source_dijkstra" href="networkx.algorithms.shortest_paths.weighted.single_source_dijkstra.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -637,6 +649,15 @@ will find the shortest red path.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ will find the shortest red path.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length.html b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length.html
index 7f90479e..343da349 100644
--- a/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length.html
+++ b/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>single_source_dijkstra_path_length &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>single_source_dijkstra_path_length &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="multi_source_dijkstra" href="networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra.html" />
     <link rel="prev" title="single_source_dijkstra_path" href="networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -644,6 +656,15 @@ will find the shortest red path.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -665,15 +686,6 @@ will find the shortest red path.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.similarity.generate_random_paths.html b/reference/algorithms/generated/networkx.algorithms.similarity.generate_random_paths.html
index 36cc9534..c73d0fed 100644
--- a/reference/algorithms/generated/networkx.algorithms.similarity.generate_random_paths.html
+++ b/reference/algorithms/generated/networkx.algorithms.similarity.generate_random_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_random_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_random_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.similarity.generate_random_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Simple Paths" href="../simple_paths.html" />
     <link rel="prev" title="panther_similarity" href="networkx.algorithms.similarity.panther_similarity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -631,6 +643,15 @@ inverted index mapping of nodes to the paths in which that node is present:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ inverted index mapping of nodes to the paths in which that node is present:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.similarity.graph_edit_distance.html b/reference/algorithms/generated/networkx.algorithms.similarity.graph_edit_distance.html
index 5cf0ead0..8742492f 100644
--- a/reference/algorithms/generated/networkx.algorithms.similarity.graph_edit_distance.html
+++ b/reference/algorithms/generated/networkx.algorithms.similarity.graph_edit_distance.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>graph_edit_distance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>graph_edit_distance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="optimal_edit_paths" href="networkx.algorithms.similarity.optimal_edit_paths.html" />
     <link rel="prev" title="Similarity Measures" href="../similarity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -703,6 +715,15 @@ Lisbon, Portugal. 2015,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -724,15 +745,6 @@ Lisbon, Portugal. 2015,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.similarity.optimal_edit_paths.html b/reference/algorithms/generated/networkx.algorithms.similarity.optimal_edit_paths.html
index 37fff626..aa42d1b2 100644
--- a/reference/algorithms/generated/networkx.algorithms.similarity.optimal_edit_paths.html
+++ b/reference/algorithms/generated/networkx.algorithms.similarity.optimal_edit_paths.html
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     <meta charset="utf-8" />
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-    <title>optimal_edit_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>optimal_edit_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="optimize_graph_edit_distance" href="networkx.algorithms.similarity.optimize_graph_edit_distance.html" />
     <link rel="prev" title="graph_edit_distance" href="networkx.algorithms.similarity.graph_edit_distance.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -695,6 +707,15 @@ Lisbon, Portugal. 2015,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -716,15 +737,6 @@ Lisbon, Portugal. 2015,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.similarity.optimize_edit_paths.html b/reference/algorithms/generated/networkx.algorithms.similarity.optimize_edit_paths.html
index 82730c0b..b7968a8d 100644
--- a/reference/algorithms/generated/networkx.algorithms.similarity.optimize_edit_paths.html
+++ b/reference/algorithms/generated/networkx.algorithms.similarity.optimize_edit_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>optimize_edit_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>optimize_edit_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.similarity.optimize_edit_paths';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="simrank_similarity" href="networkx.algorithms.similarity.simrank_similarity.html" />
     <link rel="prev" title="optimize_graph_edit_distance" href="networkx.algorithms.similarity.optimize_graph_edit_distance.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -697,6 +709,15 @@ Lisbon, Portugal. 2015,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -718,15 +739,6 @@ Lisbon, Portugal. 2015,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.similarity.optimize_graph_edit_distance.html b/reference/algorithms/generated/networkx.algorithms.similarity.optimize_graph_edit_distance.html
index 5548c505..93c01e0d 100644
--- a/reference/algorithms/generated/networkx.algorithms.similarity.optimize_graph_edit_distance.html
+++ b/reference/algorithms/generated/networkx.algorithms.similarity.optimize_graph_edit_distance.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>optimize_graph_edit_distance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>optimize_graph_edit_distance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.similarity.optimize_graph_edit_distance';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.similarity.optimize_graph_edit_distance.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="optimize_edit_paths" href="networkx.algorithms.similarity.optimize_edit_paths.html" />
     <link rel="prev" title="optimal_edit_paths" href="networkx.algorithms.similarity.optimal_edit_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -692,6 +704,15 @@ Lisbon, Portugal. 2015,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -713,15 +734,6 @@ Lisbon, Portugal. 2015,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.similarity.panther_similarity.html b/reference/algorithms/generated/networkx.algorithms.similarity.panther_similarity.html
index d1de4549..ed7a326e 100644
--- a/reference/algorithms/generated/networkx.algorithms.similarity.panther_similarity.html
+++ b/reference/algorithms/generated/networkx.algorithms.similarity.panther_similarity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>panther_similarity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>panther_similarity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.similarity.panther_similarity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.similarity.panther_similarity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generate_random_paths" href="networkx.algorithms.similarity.generate_random_paths.html" />
     <link rel="prev" title="simrank_similarity" href="networkx.algorithms.similarity.simrank_similarity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -633,6 +645,15 @@ Association for Computing Machinery. <a class="reference external" href="https:/
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -654,15 +675,6 @@ Association for Computing Machinery. <a class="reference external" href="https:/
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.similarity.simrank_similarity.html b/reference/algorithms/generated/networkx.algorithms.similarity.simrank_similarity.html
index 11956e12..7313d4c2 100644
--- a/reference/algorithms/generated/networkx.algorithms.similarity.simrank_similarity.html
+++ b/reference/algorithms/generated/networkx.algorithms.similarity.simrank_similarity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>simrank_similarity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>simrank_similarity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.similarity.simrank_similarity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.similarity.simrank_similarity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="panther_similarity" href="networkx.algorithms.similarity.panther_similarity.html" />
     <link rel="prev" title="optimize_edit_paths" href="networkx.algorithms.similarity.optimize_edit_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ Other ordering of nodes is also possible.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ Other ordering of nodes is also possible.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_edge_paths.html b/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_edge_paths.html
index 8653f4f7..0294bb38 100644
--- a/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_edge_paths.html
+++ b/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_edge_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_simple_edge_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_simple_edge_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_edge_paths';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_edge_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_simple_path" href="networkx.algorithms.simple_paths.is_simple_path.html" />
     <link rel="prev" title="all_simple_paths" href="networkx.algorithms.simple_paths.all_simple_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ their associated keys:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -670,15 +691,6 @@ their associated keys:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_paths.html b/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_paths.html
index cea2406c..fec67388 100644
--- a/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_paths.html
+++ b/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_simple_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_simple_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.simple_paths.all_simple_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_simple_edge_paths" href="networkx.algorithms.simple_paths.all_simple_edge_paths.html" />
     <link rel="prev" title="Simple Paths" href="../simple_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -729,6 +741,15 @@ nodes, this sequence of nodes will be returned multiple times:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -750,15 +771,6 @@ nodes, this sequence of nodes will be returned multiple times:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.simple_paths.is_simple_path.html b/reference/algorithms/generated/networkx.algorithms.simple_paths.is_simple_path.html
index eba3e50f..4e23c2ca 100644
--- a/reference/algorithms/generated/networkx.algorithms.simple_paths.is_simple_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.simple_paths.is_simple_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_simple_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_simple_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.simple_paths.is_simple_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.simple_paths.is_simple_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="shortest_simple_paths" href="networkx.algorithms.simple_paths.shortest_simple_paths.html" />
     <link rel="prev" title="all_simple_edge_paths" href="networkx.algorithms.simple_paths.all_simple_edge_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ like the following:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ like the following:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.simple_paths.shortest_simple_paths.html b/reference/algorithms/generated/networkx.algorithms.simple_paths.shortest_simple_paths.html
index d470a71f..40facbe5 100644
--- a/reference/algorithms/generated/networkx.algorithms.simple_paths.shortest_simple_paths.html
+++ b/reference/algorithms/generated/networkx.algorithms.simple_paths.shortest_simple_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>shortest_simple_paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>shortest_simple_paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.simple_paths.shortest_simple_paths';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.simple_paths.shortest_simple_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Small-world" href="../smallworld.html" />
     <link rel="prev" title="is_simple_path" href="networkx.algorithms.simple_paths.is_simple_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -665,6 +677,15 @@ paths between two nodes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -686,15 +707,6 @@ paths between two nodes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.smallworld.lattice_reference.html b/reference/algorithms/generated/networkx.algorithms.smallworld.lattice_reference.html
index a750bf9e..4de3413d 100644
--- a/reference/algorithms/generated/networkx.algorithms.smallworld.lattice_reference.html
+++ b/reference/algorithms/generated/networkx.algorithms.smallworld.lattice_reference.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>lattice_reference &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>lattice_reference &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.smallworld.lattice_reference';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.smallworld.lattice_reference.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="sigma" href="networkx.algorithms.smallworld.sigma.html" />
     <link rel="prev" title="random_reference" href="networkx.algorithms.smallworld.random_reference.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -569,7 +581,7 @@
 <dd class="field-odd"><dl class="simple">
 <dt><strong>G</strong><span class="classifier">graph</span></dt><dd><p>An undirected graph.</p>
 </dd>
-<dt><strong>niter</strong><span class="classifier">integer (optional, default=1)</span></dt><dd><p>An edge is rewired approximatively niter times.</p>
+<dt><strong>niter</strong><span class="classifier">integer (optional, default=1)</span></dt><dd><p>An edge is rewired approximately niter times.</p>
 </dd>
 <dt><strong>D</strong><span class="classifier">numpy.array (optional, default=None)</span></dt><dd><p>Distance to the diagonal matrix.</p>
 </dd>
@@ -628,6 +640,15 @@ Science 296.5569 (2002): 910-913.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ Science 296.5569 (2002): 910-913.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.smallworld.omega.html b/reference/algorithms/generated/networkx.algorithms.smallworld.omega.html
index ac1fa42c..456c21e8 100644
--- a/reference/algorithms/generated/networkx.algorithms.smallworld.omega.html
+++ b/reference/algorithms/generated/networkx.algorithms.smallworld.omega.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>omega &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>omega &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.smallworld.omega';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.smallworld.omega.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="s metric" href="../smetric.html" />
     <link rel="prev" title="sigma" href="networkx.algorithms.smallworld.sigma.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ doi:10.1089/brain.2011.0038.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ doi:10.1089/brain.2011.0038.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.smallworld.random_reference.html b/reference/algorithms/generated/networkx.algorithms.smallworld.random_reference.html
index 5c649fe8..c22b4993 100644
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+++ b/reference/algorithms/generated/networkx.algorithms.smallworld.random_reference.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>random_reference &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="Small-world" href="../smallworld.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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 </div>
@@ -641,15 +662,6 @@ Science 296.5569 (2002): 910-913.</p>
 
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-
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-  
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-    <title>sigma &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>sigma &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="lattice_reference" href="networkx.algorithms.smallworld.lattice_reference.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -650,15 +671,6 @@ PLoS One. 3 (4). PMID 18446219. doi:10.1371/journal.pone.0002051.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.smetric.s_metric.html b/reference/algorithms/generated/networkx.algorithms.smetric.s_metric.html
index d07abf3a..16526639 100644
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-    <title>s_metric &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>s_metric &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Sparsifiers" href="../sparsifiers.html" />
     <link rel="prev" title="s metric" href="../smetric.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -611,6 +623,15 @@ Definition, Properties, and  Implications (Extended Version), 2005.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ Definition, Properties, and  Implications (Extended Version), 2005.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-<div class="toc-item">
-  
 </div>
 
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index c34268d6..b1aba11e 100644
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-    <title>spanner &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>spanner &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Structural holes" href="../structuralholes.html" />
     <link rel="prev" title="Sparsifiers" href="../sparsifiers.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
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+      v3.1rc1.dev0
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@@ -626,6 +638,15 @@ Random Struct. Algorithms 30(4): 532-563 (2007).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ Random Struct. Algorithms 30(4): 532-563 (2007).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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 </div>
 
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index 79a6361f..689d9bbc 100644
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-    <title>constraint &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="effective_size" href="networkx.algorithms.structuralholes.effective_size.html" />
     <link rel="prev" title="Structural holes" href="../structuralholes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -627,6 +639,15 @@ American Journal of Sociology (110): 349–399.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ American Journal of Sociology (110): 349–399.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
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-  
 </div>
 
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-    <title>effective_size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="next" title="local_constraint" href="networkx.algorithms.structuralholes.local_constraint.html" />
     <link rel="prev" title="constraint" href="networkx.algorithms.structuralholes.constraint.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -658,6 +670,15 @@ CONNECTIONS 20(1):35-38.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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-  
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-    <title>local_constraint &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Summarization" href="../summarization.html" />
     <link rel="prev" title="effective_size" href="networkx.algorithms.structuralholes.effective_size.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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index 1701866a..8bfed9d4 100644
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-    <title>dedensify &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="Summarization" href="../summarization.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
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@@ -685,6 +697,15 @@ original graph:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -706,15 +727,6 @@ original graph:</p>
 
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-  
-</div>
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diff --git a/reference/algorithms/generated/networkx.algorithms.summarization.snap_aggregation.html b/reference/algorithms/generated/networkx.algorithms.summarization.snap_aggregation.html
index 8a6c7fca..bd6fe75a 100644
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-    <title>snap_aggregation &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>snap_aggregation &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -681,6 +693,15 @@ analyze the information represented by the graph</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -702,15 +723,6 @@ analyze the information represented by the graph</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-  
 </div>
 
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index cf721c14..e0505e85 100644
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-    <title>connected_double_edge_swap &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>connected_double_edge_swap &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Threshold Graphs" href="../threshold.html" />
     <link rel="prev" title="directed_edge_swap" href="networkx.algorithms.swap.directed_edge_swap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ power law random graphs, 2003.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ power law random graphs, 2003.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.swap.directed_edge_swap.html b/reference/algorithms/generated/networkx.algorithms.swap.directed_edge_swap.html
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-    <title>directed_edge_swap &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="double_edge_swap" href="networkx.algorithms.swap.double_edge_swap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -637,6 +649,15 @@ Degree Sequence with 2-Edge Swaps.” Mathematics Stack Exchange,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ Degree Sequence with 2-Edge Swaps.” Mathematics Stack Exchange,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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 </div>
 
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-    <title>double_edge_swap &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="directed_edge_swap" href="networkx.algorithms.swap.directed_edge_swap.html" />
     <link rel="prev" title="Swap" href="../swap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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@@ -624,6 +636,15 @@ If there are fewer than 4 nodes or 2 edges in <code class="xref py py-obj docuti
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ If there are fewer than 4 nodes or 2 edges in <code class="xref py py-obj docuti
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.threshold.find_threshold_graph.html b/reference/algorithms/generated/networkx.algorithms.threshold.find_threshold_graph.html
index ca453740..34dc576b 100644
--- a/reference/algorithms/generated/networkx.algorithms.threshold.find_threshold_graph.html
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@@ -6,7 +6,7 @@
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-    <title>find_threshold_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>find_threshold_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_threshold_graph" href="networkx.algorithms.threshold.is_threshold_graph.html" />
     <link rel="prev" title="Threshold Graphs" href="../threshold.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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@@ -614,6 +626,15 @@ If <a class="reference external" href="https://docs.python.org/3/library/constan
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@ If <a class="reference external" href="https://docs.python.org/3/library/constan
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.threshold.is_threshold_graph.html b/reference/algorithms/generated/networkx.algorithms.threshold.is_threshold_graph.html
index 14f32ce9..69ad8427 100644
--- a/reference/algorithms/generated/networkx.algorithms.threshold.is_threshold_graph.html
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@@ -6,7 +6,7 @@
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-    <title>is_threshold_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_threshold_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Tournament" href="../tournament.html" />
     <link rel="prev" title="find_threshold_graph" href="networkx.algorithms.threshold.find_threshold_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/algorithms/generated/networkx.algorithms.tournament.hamiltonian_path.html b/reference/algorithms/generated/networkx.algorithms.tournament.hamiltonian_path.html
index 13f5d78b..18dd109f 100644
--- a/reference/algorithms/generated/networkx.algorithms.tournament.hamiltonian_path.html
+++ b/reference/algorithms/generated/networkx.algorithms.tournament.hamiltonian_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>hamiltonian_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hamiltonian_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_reachable" href="networkx.algorithms.tournament.is_reachable.html" />
     <link rel="prev" title="Tournament" href="../tournament.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -610,6 +622,15 @@ of <span class="math notranslate nohighlight">\(O(n^2)\)</span>, ignoring multip
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ of <span class="math notranslate nohighlight">\(O(n^2)\)</span>, ignoring multip
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.tournament.is_reachable.html b/reference/algorithms/generated/networkx.algorithms.tournament.is_reachable.html
index 3fdaa2bc..9ff94f96 100644
--- a/reference/algorithms/generated/networkx.algorithms.tournament.is_reachable.html
+++ b/reference/algorithms/generated/networkx.algorithms.tournament.is_reachable.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>is_reachable &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_reachable &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tournament.is_reachable';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tournament.is_reachable.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_strongly_connected" href="networkx.algorithms.tournament.is_strongly_connected.html" />
     <link rel="prev" title="hamiltonian_path" href="networkx.algorithms.tournament.hamiltonian_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -631,6 +643,15 @@ tournaments.”
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ tournaments.”
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.tournament.is_strongly_connected.html b/reference/algorithms/generated/networkx.algorithms.tournament.is_strongly_connected.html
index 4741ad8a..c391e78f 100644
--- a/reference/algorithms/generated/networkx.algorithms.tournament.is_strongly_connected.html
+++ b/reference/algorithms/generated/networkx.algorithms.tournament.is_strongly_connected.html
@@ -6,7 +6,7 @@
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-    <title>is_strongly_connected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_strongly_connected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_tournament" href="networkx.algorithms.tournament.is_tournament.html" />
     <link rel="prev" title="is_reachable" href="networkx.algorithms.tournament.is_reachable.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ tournaments.”
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ tournaments.”
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/algorithms/generated/networkx.algorithms.tournament.is_tournament.html b/reference/algorithms/generated/networkx.algorithms.tournament.is_tournament.html
index 4733afb1..919e1840 100644
--- a/reference/algorithms/generated/networkx.algorithms.tournament.is_tournament.html
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@@ -6,7 +6,7 @@
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-    <title>is_tournament &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_tournament &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="random_tournament" href="networkx.algorithms.tournament.random_tournament.html" />
     <link rel="prev" title="is_strongly_connected" href="networkx.algorithms.tournament.is_strongly_connected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ the convention used here.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ the convention used here.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tournament.random_tournament.html b/reference/algorithms/generated/networkx.algorithms.tournament.random_tournament.html
index f87c8561..ca015f36 100644
--- a/reference/algorithms/generated/networkx.algorithms.tournament.random_tournament.html
+++ b/reference/algorithms/generated/networkx.algorithms.tournament.random_tournament.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_tournament &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_tournament &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tournament.random_tournament';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tournament.random_tournament.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="score_sequence" href="networkx.algorithms.tournament.score_sequence.html" />
     <link rel="prev" title="is_tournament" href="networkx.algorithms.tournament.is_tournament.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tournament.score_sequence.html b/reference/algorithms/generated/networkx.algorithms.tournament.score_sequence.html
index 5bf4d6bc..c6daa8df 100644
--- a/reference/algorithms/generated/networkx.algorithms.tournament.score_sequence.html
+++ b/reference/algorithms/generated/networkx.algorithms.tournament.score_sequence.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>score_sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>score_sequence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tournament.score_sequence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tournament.score_sequence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Traversal" href="../traversal.html" />
     <link rel="prev" title="random_tournament" href="networkx.algorithms.tournament.random_tournament.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ nodes of the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ nodes of the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.beamsearch.bfs_beam_edges.html b/reference/algorithms/generated/networkx.algorithms.traversal.beamsearch.bfs_beam_edges.html
index cc147438..ff594179 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.beamsearch.bfs_beam_edges.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.beamsearch.bfs_beam_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bfs_beam_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bfs_beam_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.beamsearch.bfs_beam_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.beamsearch.bfs_beam_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="edge_dfs" href="networkx.algorithms.traversal.edgedfs.edge_dfs.html" />
     <link rel="prev" title="descendants_at_distance" href="networkx.algorithms.traversal.breadth_first_search.descendants_at_distance.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,6 +655,15 @@ value of the node:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -664,15 +685,6 @@ value of the node:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_edges.html b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_edges.html
index d58c107c..45ff4ba4 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_edges.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bfs_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bfs_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bfs_layers" href="networkx.algorithms.traversal.breadth_first_search.bfs_layers.html" />
     <link rel="prev" title="dfs_labeled_edges" href="networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -655,6 +667,15 @@ as described in <a class="reference internal" href="#reccb7b97bcd5-2" id="id2">[
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -676,15 +697,6 @@ as described in <a class="reference internal" href="#reccb7b97bcd5-2" id="id2">[
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_layers.html b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_layers.html
index 467075bc..e00a1f8b 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_layers.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_layers.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bfs_layers &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bfs_layers &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_layers';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_layers.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bfs_tree" href="networkx.algorithms.traversal.breadth_first_search.bfs_tree.html" />
     <link rel="prev" title="bfs_edges" href="networkx.algorithms.traversal.breadth_first_search.bfs_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_predecessors.html b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_predecessors.html
index 1c8822fb..175d228b 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_predecessors.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_predecessors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bfs_predecessors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bfs_predecessors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_predecessors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_predecessors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bfs_successors" href="networkx.algorithms.traversal.breadth_first_search.bfs_successors.html" />
     <link rel="prev" title="bfs_tree" href="networkx.algorithms.traversal.breadth_first_search.bfs_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -635,6 +647,15 @@ to allow depth limits based on the Wikipedia article
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -656,15 +677,6 @@ to allow depth limits based on the Wikipedia article
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_successors.html b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_successors.html
index c9a0e473..2d98019d 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_successors.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_successors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bfs_successors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bfs_successors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_successors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_successors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="descendants_at_distance" href="networkx.algorithms.traversal.breadth_first_search.descendants_at_distance.html" />
     <link rel="prev" title="bfs_predecessors" href="networkx.algorithms.traversal.breadth_first_search.bfs_predecessors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -635,6 +647,15 @@ to allow depth limits based on the Wikipedia article
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -656,15 +677,6 @@ to allow depth limits based on the Wikipedia article
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_tree.html b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_tree.html
index c21cc80c..fa12fe01 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bfs_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bfs_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.bfs_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bfs_predecessors" href="networkx.algorithms.traversal.breadth_first_search.bfs_predecessors.html" />
     <link rel="prev" title="bfs_layers" href="networkx.algorithms.traversal.breadth_first_search.bfs_layers.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -628,6 +640,15 @@ to allow depth limits based on the Wikipedia article
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -649,15 +670,6 @@ to allow depth limits based on the Wikipedia article
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.descendants_at_distance.html b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.descendants_at_distance.html
index 31fb386d..6e37fdbc 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.descendants_at_distance.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.descendants_at_distance.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>descendants_at_distance &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>descendants_at_distance &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.descendants_at_distance';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.breadth_first_search.descendants_at_distance.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bfs_beam_edges" href="networkx.algorithms.traversal.beamsearch.bfs_beam_edges.html" />
     <link rel="prev" title="bfs_successors" href="networkx.algorithms.traversal.breadth_first_search.bfs_successors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_edges.html b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_edges.html
index 2c3ab867..3b3d0522 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_edges.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dfs_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dfs_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dfs_tree" href="networkx.algorithms.traversal.depth_first_search.dfs_tree.html" />
     <link rel="prev" title="Traversal" href="../traversal.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -638,6 +650,15 @@ to allow depth limits based on the Wikipedia article
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -659,15 +680,6 @@ to allow depth limits based on the Wikipedia article
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges.html b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges.html
index b665562c..910addb5 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dfs_labeled_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dfs_labeled_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="bfs_edges" href="networkx.algorithms.traversal.breadth_first_search.bfs_edges.html" />
     <link rel="prev" title="dfs_postorder_nodes" href="networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -640,6 +652,15 @@ algorithm in more detail than, for example, <a class="reference internal" href="
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -661,15 +682,6 @@ algorithm in more detail than, for example, <a class="reference internal" href="
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes.html b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes.html
index ec25a668..6cb06271 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dfs_postorder_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dfs_postorder_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dfs_labeled_edges" href="networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges.html" />
     <link rel="prev" title="dfs_preorder_nodes" href="networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ to allow depth limits based on the Wikipedia article
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ to allow depth limits based on the Wikipedia article
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_predecessors.html b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_predecessors.html
index 6b898484..1b5fe428 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_predecessors.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_predecessors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dfs_predecessors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dfs_predecessors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_predecessors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_predecessors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dfs_successors" href="networkx.algorithms.traversal.depth_first_search.dfs_successors.html" />
     <link rel="prev" title="dfs_tree" href="networkx.algorithms.traversal.depth_first_search.dfs_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ to allow depth limits based on the Wikipedia article
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ to allow depth limits based on the Wikipedia article
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes.html b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes.html
index 6205d826..59bbef77 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dfs_preorder_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dfs_preorder_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dfs_postorder_nodes" href="networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes.html" />
     <link rel="prev" title="dfs_successors" href="networkx.algorithms.traversal.depth_first_search.dfs_successors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ to allow depth limits based on the Wikipedia article
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ to allow depth limits based on the Wikipedia article
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_successors.html b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_successors.html
index e22d925e..0c5a8e02 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_successors.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_successors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dfs_successors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dfs_successors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_successors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_successors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dfs_preorder_nodes" href="networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes.html" />
     <link rel="prev" title="dfs_predecessors" href="networkx.algorithms.traversal.depth_first_search.dfs_predecessors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ to allow depth limits based on the Wikipedia article
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ to allow depth limits based on the Wikipedia article
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_tree.html b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_tree.html
index ee67a200..66f27907 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dfs_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dfs_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.depth_first_search.dfs_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="dfs_predecessors" href="networkx.algorithms.traversal.depth_first_search.dfs_predecessors.html" />
     <link rel="prev" title="dfs_edges" href="networkx.algorithms.traversal.depth_first_search.dfs_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.edgebfs.edge_bfs.html b/reference/algorithms/generated/networkx.algorithms.traversal.edgebfs.edge_bfs.html
index 3baa9bc7..7cab3f0a 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.edgebfs.edge_bfs.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.edgebfs.edge_bfs.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edge_bfs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edge_bfs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.edgebfs.edge_bfs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.edgebfs.edge_bfs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Tree" href="../tree.html" />
     <link rel="prev" title="edge_dfs" href="networkx.algorithms.traversal.edgedfs.edge_dfs.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -670,6 +682,15 @@ while ‘edge_bfs’ reports all edges in the order they are explored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ while ‘edge_bfs’ reports all edges in the order they are explored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.traversal.edgedfs.edge_dfs.html b/reference/algorithms/generated/networkx.algorithms.traversal.edgedfs.edge_dfs.html
index b5f7bbbe..58f90b78 100644
--- a/reference/algorithms/generated/networkx.algorithms.traversal.edgedfs.edge_dfs.html
+++ b/reference/algorithms/generated/networkx.algorithms.traversal.edgedfs.edge_dfs.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edge_dfs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edge_dfs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.traversal.edgedfs.edge_dfs';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.traversal.edgedfs.edge_dfs.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="edge_bfs" href="networkx.algorithms.traversal.edgebfs.edge_bfs.html" />
     <link rel="prev" title="bfs_beam_edges" href="networkx.algorithms.traversal.beamsearch.bfs_beam_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -660,6 +672,15 @@ if not for the functionality provided by this function.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -681,15 +702,6 @@ if not for the functionality provided by this function.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.branchings.ArborescenceIterator.html b/reference/algorithms/generated/networkx.algorithms.tree.branchings.ArborescenceIterator.html
index cdcb44b0..4b562259 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.branchings.ArborescenceIterator.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.branchings.ArborescenceIterator.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.algorithms.tree.branchings.ArborescenceIterator &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.branchings.ArborescenceIterator &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.branchings.ArborescenceIterator';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.branchings.ArborescenceIterator.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="networkx.algorithms.tree.branchings.Edmonds" href="networkx.algorithms.tree.branchings.Edmonds.html" />
     <link rel="prev" title="minimum_spanning_arborescence" href="networkx.algorithms.tree.branchings.minimum_spanning_arborescence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ the arborescences, <code class="xref py py-obj docutils literal notranslate"><sp
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -659,15 +680,6 @@ the arborescences, <code class="xref py py-obj docutils literal notranslate"><sp
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.branchings.Edmonds.html b/reference/algorithms/generated/networkx.algorithms.tree.branchings.Edmonds.html
index 89418806..241c191e 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.branchings.Edmonds.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.branchings.Edmonds.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.algorithms.tree.branchings.Edmonds &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.branchings.Edmonds &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.branchings.Edmonds';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.branchings.Edmonds.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Edmonds.find_optimum" href="generated/networkx.algorithms.tree.branchings.Edmonds.find_optimum.html" />
     <link rel="prev" title="networkx.algorithms.tree.branchings.ArborescenceIterator" href="networkx.algorithms.tree.branchings.ArborescenceIterator.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ Bureau of Standards, 1967, Vol. 71B, p.233-240,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ Bureau of Standards, 1967, Vol. 71B, p.233-240,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.branchings.branching_weight.html b/reference/algorithms/generated/networkx.algorithms.tree.branchings.branching_weight.html
index 8ccc7d3c..a669922a 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.branchings.branching_weight.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.branchings.branching_weight.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>branching_weight &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>branching_weight &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.branchings.branching_weight';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.branchings.branching_weight.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="greedy_branching" href="networkx.algorithms.tree.branchings.greedy_branching.html" />
     <link rel="prev" title="is_branching" href="networkx.algorithms.tree.recognition.is_branching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,6 +621,15 @@ treated equally with a weight of 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -630,15 +651,6 @@ treated equally with a weight of 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.branchings.greedy_branching.html b/reference/algorithms/generated/networkx.algorithms.tree.branchings.greedy_branching.html
index 3ca8d006..b89b6944 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.branchings.greedy_branching.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.branchings.greedy_branching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>greedy_branching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>greedy_branching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.branchings.greedy_branching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.branchings.greedy_branching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="maximum_branching" href="networkx.algorithms.tree.branchings.maximum_branching.html" />
     <link rel="prev" title="branching_weight" href="networkx.algorithms.tree.branchings.branching_weight.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@ See <a class="reference internal" href="../../randomness.html#randomness"><span
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ See <a class="reference internal" href="../../randomness.html#randomness"><span
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_branching.html b/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_branching.html
index 0646ceb9..2f81b3c9 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_branching.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_branching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximum_branching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximum_branching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_branching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_branching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_branching" href="networkx.algorithms.tree.branchings.minimum_branching.html" />
     <link rel="prev" title="greedy_branching" href="networkx.algorithms.tree.branchings.greedy_branching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -607,6 +619,15 @@ data on the graph. Edges can be included, excluded or open using the
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -628,15 +649,6 @@ data on the graph. Edges can be included, excluded or open using the
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_spanning_arborescence.html b/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_spanning_arborescence.html
index 1b7951dd..59aadfd2 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_spanning_arborescence.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_spanning_arborescence.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximum_spanning_arborescence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximum_spanning_arborescence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_spanning_arborescence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.branchings.maximum_spanning_arborescence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_spanning_arborescence" href="networkx.algorithms.tree.branchings.minimum_spanning_arborescence.html" />
     <link rel="prev" title="minimum_branching" href="networkx.algorithms.tree.branchings.minimum_branching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -613,6 +625,15 @@ data on the graph. Edges can be included, excluded or open using the
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -634,15 +655,6 @@ data on the graph. Edges can be included, excluded or open using the
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_branching.html b/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_branching.html
index f9a50db0..d0f198db 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_branching.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_branching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_branching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_branching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_branching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_branching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="maximum_spanning_arborescence" href="networkx.algorithms.tree.branchings.maximum_spanning_arborescence.html" />
     <link rel="prev" title="maximum_branching" href="networkx.algorithms.tree.branchings.maximum_branching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -607,6 +619,15 @@ data on the graph. Edges can be included, excluded or open using the
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -628,15 +649,6 @@ data on the graph. Edges can be included, excluded or open using the
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_spanning_arborescence.html b/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_spanning_arborescence.html
index 830a826d..9c73bddd 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_spanning_arborescence.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_spanning_arborescence.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_spanning_arborescence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_spanning_arborescence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_spanning_arborescence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.branchings.minimum_spanning_arborescence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="networkx.algorithms.tree.branchings.ArborescenceIterator" href="networkx.algorithms.tree.branchings.ArborescenceIterator.html" />
     <link rel="prev" title="maximum_spanning_arborescence" href="networkx.algorithms.tree.branchings.maximum_spanning_arborescence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -613,6 +625,15 @@ data on the graph. Edges can be included, excluded or open using the
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -634,15 +655,6 @@ data on the graph. Edges can be included, excluded or open using the
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.coding.NotATree.html b/reference/algorithms/generated/networkx.algorithms.tree.coding.NotATree.html
index 1135b423..129acb81 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.coding.NotATree.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.coding.NotATree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NotATree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NotATree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.coding.NotATree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.coding.NotATree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Triads" href="../triads.html" />
     <link rel="prev" title="junction_tree" href="networkx.algorithms.tree.decomposition.junction_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,15 @@ instead.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +625,6 @@ instead.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.coding.from_nested_tuple.html b/reference/algorithms/generated/networkx.algorithms.tree.coding.from_nested_tuple.html
index abe84b6c..44f2d704 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.coding.from_nested_tuple.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.coding.from_nested_tuple.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_nested_tuple &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_nested_tuple &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.coding.from_nested_tuple';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.coding.from_nested_tuple.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="to_nested_tuple" href="networkx.algorithms.tree.coding.to_nested_tuple.html" />
     <link rel="prev" title="Edmonds.find_optimum" href="generated/networkx.algorithms.tree.branchings.Edmonds.find_optimum.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -627,6 +639,15 @@ starting at 0:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -648,15 +669,6 @@ starting at 0:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.coding.from_prufer_sequence.html b/reference/algorithms/generated/networkx.algorithms.tree.coding.from_prufer_sequence.html
index ac3b5501..4bec5d0b 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.coding.from_prufer_sequence.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.coding.from_prufer_sequence.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_prufer_sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_prufer_sequence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.coding.from_prufer_sequence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.coding.from_prufer_sequence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="to_prufer_sequence" href="networkx.algorithms.tree.coding.to_prufer_sequence.html" />
     <link rel="prev" title="to_nested_tuple" href="networkx.algorithms.tree.coding.to_nested_tuple.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ function:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ function:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.coding.to_nested_tuple.html b/reference/algorithms/generated/networkx.algorithms.tree.coding.to_nested_tuple.html
index 912bb293..342e09a8 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.coding.to_nested_tuple.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.coding.to_nested_tuple.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_nested_tuple &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_nested_tuple &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.coding.to_nested_tuple';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.coding.to_nested_tuple.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="from_prufer_sequence" href="networkx.algorithms.tree.coding.from_prufer_sequence.html" />
     <link rel="prev" title="from_nested_tuple" href="networkx.algorithms.tree.coding.from_nested_tuple.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,6 +654,15 @@ nested tuples will be sorted:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ nested tuples will be sorted:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.coding.to_prufer_sequence.html b/reference/algorithms/generated/networkx.algorithms.tree.coding.to_prufer_sequence.html
index 74b40ece..ad927e90 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.coding.to_prufer_sequence.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.coding.to_prufer_sequence.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_prufer_sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_prufer_sequence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.coding.to_prufer_sequence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.coding.to_prufer_sequence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="join" href="networkx.algorithms.tree.operations.join.html" />
     <link rel="prev" title="from_prufer_sequence" href="networkx.algorithms.tree.coding.from_prufer_sequence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -652,6 +664,15 @@ function:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -673,15 +694,6 @@ function:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.decomposition.junction_tree.html b/reference/algorithms/generated/networkx.algorithms.tree.decomposition.junction_tree.html
index d0689647..c07d8802 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.decomposition.junction_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.decomposition.junction_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>junction_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>junction_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.decomposition.junction_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.decomposition.junction_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="NotATree" href="networkx.algorithms.tree.coding.NotATree.html" />
     <link rel="prev" title="networkx.algorithms.tree.mst.SpanningTreeIterator" href="networkx.algorithms.tree.mst.SpanningTreeIterator.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -634,6 +646,15 @@ Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 360–366.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -655,15 +676,6 @@ Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 360–366.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.mst.SpanningTreeIterator.html b/reference/algorithms/generated/networkx.algorithms.tree.mst.SpanningTreeIterator.html
index e11668e9..b413df72 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.mst.SpanningTreeIterator.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.mst.SpanningTreeIterator.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.algorithms.tree.mst.SpanningTreeIterator &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.algorithms.tree.mst.SpanningTreeIterator &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.mst.SpanningTreeIterator';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.mst.SpanningTreeIterator.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="junction_tree" href="networkx.algorithms.tree.decomposition.junction_tree.html" />
     <link rel="prev" title="maximum_spanning_edges" href="networkx.algorithms.tree.mst.maximum_spanning_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ If <code class="xref py py-obj docutils literal notranslate"><span class="pre">i
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -656,15 +677,6 @@ If <code class="xref py py-obj docutils literal notranslate"><span class="pre">i
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_edges.html b/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_edges.html
index 988f6903..3c3b70f1 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_edges.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximum_spanning_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximum_spanning_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="networkx.algorithms.tree.mst.SpanningTreeIterator" href="networkx.algorithms.tree.mst.SpanningTreeIterator.html" />
     <link rel="prev" title="minimum_spanning_edges" href="networkx.algorithms.tree.mst.minimum_spanning_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ attribute a default weight of 1 will be used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -670,15 +691,6 @@ attribute a default weight of 1 will be used.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_tree.html b/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_tree.html
index eae803c9..e9c53794 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>maximum_spanning_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>maximum_spanning_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.mst.maximum_spanning_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="random_spanning_tree" href="networkx.algorithms.tree.mst.random_spanning_tree.html" />
     <link rel="prev" title="minimum_spanning_tree" href="networkx.algorithms.tree.mst.minimum_spanning_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ See <code class="xref py py-mod docutils literal notranslate"><span class="pre">
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ See <code class="xref py py-mod docutils literal notranslate"><span class="pre">
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_edges.html b/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_edges.html
index 807e104f..19ad5368 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_edges.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_spanning_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_spanning_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="maximum_spanning_edges" href="networkx.algorithms.tree.mst.maximum_spanning_edges.html" />
     <link rel="prev" title="random_spanning_tree" href="networkx.algorithms.tree.mst.random_spanning_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ attribute a default weight of 1 will be used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -670,15 +691,6 @@ attribute a default weight of 1 will be used.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_tree.html b/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_tree.html
index 98cf041e..2d18a554 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>minimum_spanning_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>minimum_spanning_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.mst.minimum_spanning_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="maximum_spanning_tree" href="networkx.algorithms.tree.mst.maximum_spanning_tree.html" />
     <link rel="prev" title="join" href="networkx.algorithms.tree.operations.join.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -621,6 +633,15 @@ See <code class="xref py py-mod docutils literal notranslate"><span class="pre">
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -642,15 +663,6 @@ See <code class="xref py py-mod docutils literal notranslate"><span class="pre">
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.mst.random_spanning_tree.html b/reference/algorithms/generated/networkx.algorithms.tree.mst.random_spanning_tree.html
index af86f3e9..6bed56e5 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.mst.random_spanning_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.mst.random_spanning_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_spanning_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_spanning_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.mst.random_spanning_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.mst.random_spanning_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_spanning_edges" href="networkx.algorithms.tree.mst.minimum_spanning_edges.html" />
     <link rel="prev" title="maximum_spanning_tree" href="networkx.algorithms.tree.mst.maximum_spanning_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -622,6 +634,15 @@ Algorithms, 11 (1990), pp. 185–207</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ Algorithms, 11 (1990), pp. 185–207</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.operations.join.html b/reference/algorithms/generated/networkx.algorithms.tree.operations.join.html
index 32179347..35ade860 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.operations.join.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.operations.join.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>join &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>join &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.operations.join.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="minimum_spanning_tree" href="networkx.algorithms.tree.mst.minimum_spanning_tree.html" />
     <link rel="prev" title="to_prufer_sequence" href="networkx.algorithms.tree.coding.to_prufer_sequence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -623,6 +635,15 @@ balanced binary tree of depth <em>h</em> + 1:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ balanced binary tree of depth <em>h</em> + 1:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_arborescence.html b/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_arborescence.html
index e58fa3df..4b7504bf 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_arborescence.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_arborescence.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_arborescence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_arborescence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.recognition.is_arborescence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_arborescence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_branching" href="networkx.algorithms.tree.recognition.is_branching.html" />
     <link rel="prev" title="is_forest" href="networkx.algorithms.tree.recognition.is_forest.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,6 +626,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_branching.html b/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_branching.html
index db51b164..21c61251 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_branching.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_branching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_branching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_branching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.recognition.is_branching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_branching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="branching_weight" href="networkx.algorithms.tree.branchings.branching_weight.html" />
     <link rel="prev" title="is_arborescence" href="networkx.algorithms.tree.recognition.is_arborescence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,6 +626,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_forest.html b/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_forest.html
index 32b66b12..fdc9d38d 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_forest.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_forest.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_forest &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_forest &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.recognition.is_forest';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_forest.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_arborescence" href="networkx.algorithms.tree.recognition.is_arborescence.html" />
     <link rel="prev" title="is_tree" href="networkx.algorithms.tree.recognition.is_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ then <em>forest</em> corresponds to a <em>branching</em>.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ then <em>forest</em> corresponds to a <em>branching</em>.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_tree.html b/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_tree.html
index fa922f47..d44e5443 100644
--- a/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_tree.html
+++ b/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.tree.recognition.is_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.tree.recognition.is_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_forest" href="networkx.algorithms.tree.recognition.is_forest.html" />
     <link rel="prev" title="Tree" href="../tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -624,6 +636,15 @@ undirected edge in a multigraph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -645,15 +666,6 @@ undirected edge in a multigraph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.triads.all_triads.html b/reference/algorithms/generated/networkx.algorithms.triads.all_triads.html
index e38cd9ec..737f1ac8 100644
--- a/reference/algorithms/generated/networkx.algorithms.triads.all_triads.html
+++ b/reference/algorithms/generated/networkx.algorithms.triads.all_triads.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_triads &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_triads &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.triads.all_triads';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.triads.all_triads.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_triplets" href="networkx.algorithms.triads.all_triplets.html" />
     <link rel="prev" title="is_triad" href="networkx.algorithms.triads.is_triad.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,6 +617,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +647,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.triads.all_triplets.html b/reference/algorithms/generated/networkx.algorithms.triads.all_triplets.html
index f40bf61b..1210aa58 100644
--- a/reference/algorithms/generated/networkx.algorithms.triads.all_triplets.html
+++ b/reference/algorithms/generated/networkx.algorithms.triads.all_triplets.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_triplets &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_triplets &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.triads.all_triplets';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.triads.all_triplets.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Vitality" href="../vitality.html" />
     <link rel="prev" title="all_triads" href="networkx.algorithms.triads.all_triads.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,6 +613,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -622,15 +643,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.triads.is_triad.html b/reference/algorithms/generated/networkx.algorithms.triads.is_triad.html
index 682de859..c3a83f32 100644
--- a/reference/algorithms/generated/networkx.algorithms.triads.is_triad.html
+++ b/reference/algorithms/generated/networkx.algorithms.triads.is_triad.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_triad &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_triad &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.triads.is_triad';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.triads.is_triad.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="all_triads" href="networkx.algorithms.triads.all_triads.html" />
     <link rel="prev" title="triad_type" href="networkx.algorithms.triads.triad_type.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.triads.random_triad.html b/reference/algorithms/generated/networkx.algorithms.triads.random_triad.html
index cd986c7d..83e93ed6 100644
--- a/reference/algorithms/generated/networkx.algorithms.triads.random_triad.html
+++ b/reference/algorithms/generated/networkx.algorithms.triads.random_triad.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_triad &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_triad &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.triads.random_triad';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.triads.random_triad.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="triads_by_type" href="networkx.algorithms.triads.triads_by_type.html" />
     <link rel="prev" title="triadic_census" href="networkx.algorithms.triads.triadic_census.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,6 +617,15 @@ See <a class="reference internal" href="../../randomness.html#randomness"><span
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +647,6 @@ See <a class="reference internal" href="../../randomness.html#randomness"><span
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.triads.triad_type.html b/reference/algorithms/generated/networkx.algorithms.triads.triad_type.html
index 428b12a1..ac84d75b 100644
--- a/reference/algorithms/generated/networkx.algorithms.triads.triad_type.html
+++ b/reference/algorithms/generated/networkx.algorithms.triads.triad_type.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>triad_type &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>triad_type &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.triads.triad_type';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.triads.triad_type.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="is_triad" href="networkx.algorithms.triads.is_triad.html" />
     <link rel="prev" title="triads_by_type" href="networkx.algorithms.triads.triads_by_type.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -588,7 +600,7 @@ identified by the following notation:</p>
 <dl class="simple">
 <dt>{m}     = number of mutual ties (takes 0, 1, 2, 3); a mutual tie is (0,1)</dt><dd><p>AND (1,0)</p>
 </dd>
-<dt>{a}     = number of assymmetric ties (takes 0, 1, 2, 3); an assymmetric tie</dt><dd><p>is (0,1) BUT NOT (1,0) or vice versa</p>
+<dt>{a}     = number of asymmetric ties (takes 0, 1, 2, 3); an asymmetric tie</dt><dd><p>is (0,1) BUT NOT (1,0) or vice versa</p>
 </dd>
 <dt>{n}     = number of null ties (takes 0, 1, 2, 3); a null tie is NEITHER</dt><dd><p>(0,1) NOR (1,0)</p>
 </dd>
@@ -631,6 +643,15 @@ Oxford.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ Oxford.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.triads.triadic_census.html b/reference/algorithms/generated/networkx.algorithms.triads.triadic_census.html
index 74eb66a2..910116fa 100644
--- a/reference/algorithms/generated/networkx.algorithms.triads.triadic_census.html
+++ b/reference/algorithms/generated/networkx.algorithms.triads.triadic_census.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>triadic_census &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>triadic_census &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.triads.triadic_census';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.triads.triadic_census.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="random_triad" href="networkx.algorithms.triads.random_triad.html" />
     <link rel="prev" title="Triads" href="../triads.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -651,6 +663,15 @@ University of Ljubljana,
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -672,15 +693,6 @@ University of Ljubljana,
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.triads.triads_by_type.html b/reference/algorithms/generated/networkx.algorithms.triads.triads_by_type.html
index 21724dd5..ad85b0f2 100644
--- a/reference/algorithms/generated/networkx.algorithms.triads.triads_by_type.html
+++ b/reference/algorithms/generated/networkx.algorithms.triads.triads_by_type.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>triads_by_type &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>triads_by_type &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.triads.triads_by_type';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.triads.triads_by_type.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="triad_type" href="networkx.algorithms.triads.triad_type.html" />
     <link rel="prev" title="random_triad" href="networkx.algorithms.triads.random_triad.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,7 +597,7 @@ are as follows:</p>
 <li><p>210: 1 -&gt; 2 &lt;-&gt; 3, 1 &lt;-&gt; 3</p></li>
 <li><p>300: 1 &lt;-&gt; 2 &lt;-&gt; 3, 1 &lt;-&gt; 3</p></li>
 </ul>
-<p>Refer to the <span class="xref std std-doc">example gallery</span>
+<p>Refer to the <a class="reference internal" href="../../../auto_examples/graph/plot_triad_types.html"><span class="doc">example gallery</span></a>
 for visual examples of the triad types.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -636,6 +648,15 @@ Oxford.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -657,15 +678,6 @@ Oxford.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.vitality.closeness_vitality.html b/reference/algorithms/generated/networkx.algorithms.vitality.closeness_vitality.html
index cce03c51..ee89a5da 100644
--- a/reference/algorithms/generated/networkx.algorithms.vitality.closeness_vitality.html
+++ b/reference/algorithms/generated/networkx.algorithms.vitality.closeness_vitality.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>closeness_vitality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>closeness_vitality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.vitality.closeness_vitality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.vitality.closeness_vitality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Voronoi cells" href="../voronoi.html" />
     <link rel="prev" title="Vitality" href="../vitality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -640,6 +652,15 @@ Springer, 2005.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -661,15 +682,6 @@ Springer, 2005.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.voronoi.voronoi_cells.html b/reference/algorithms/generated/networkx.algorithms.voronoi.voronoi_cells.html
index 569a2655..78b8943b 100644
--- a/reference/algorithms/generated/networkx.algorithms.voronoi.voronoi_cells.html
+++ b/reference/algorithms/generated/networkx.algorithms.voronoi.voronoi_cells.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>voronoi_cells &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>voronoi_cells &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -44,17 +44,24 @@
     <script src="../../../_static/doctools.js"></script>
     <script src="../../../_static/sphinx_highlight.js"></script>
     <script src="../../../_static/copybutton.js"></script>
+    <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.voronoi.voronoi_cells';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.voronoi.voronoi_cells.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Wiener index" href="../wiener.html" />
     <link rel="prev" title="Voronoi cells" href="../voronoi.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -565,9 +578,9 @@
 <span class="sig-name descname"><span class="pre">voronoi_cells</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">G</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">center_nodes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">weight</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'weight'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/algorithms/voronoi.html#voronoi_cells"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.algorithms.voronoi.voronoi_cells" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns the Voronoi cells centered at <code class="xref py py-obj docutils literal notranslate"><span class="pre">center_nodes</span></code> with respect
 to the shortest-path distance metric.</p>
-<p>If <em>C</em> is a set of nodes in the graph and <em>c</em> is an element of <em>C</em>,
-the <em>Voronoi cell</em> centered at a node <em>c</em> is the set of all nodes
-<em>v</em> that are closer to <em>c</em> than to any other center node in <em>C</em> with
+<p>If <span class="math notranslate nohighlight">\(C\)</span> is a set of nodes in the graph and <span class="math notranslate nohighlight">\(c\)</span> is an element of <span class="math notranslate nohighlight">\(C\)</span>,
+the <em>Voronoi cell</em> centered at a node <span class="math notranslate nohighlight">\(c\)</span> is the set of all nodes
+<span class="math notranslate nohighlight">\(v\)</span> that are closer to <span class="math notranslate nohighlight">\(c\)</span> than to any other center node in <span class="math notranslate nohighlight">\(C\)</span> with
 respect to the shortest-path distance metric. <a class="reference internal" href="#r998ea44ae3e7-1" id="id1">[1]</a></p>
 <p>For directed graphs, this will compute the “outward” Voronoi cells,
 as defined in <a class="reference internal" href="#r998ea44ae3e7-1" id="id2">[1]</a>, in which distance is measured from the center
@@ -610,10 +623,9 @@ the values of the dictionary form a partition of the nodes of
 <div class="citation" id="r998ea44ae3e7-1" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></span>
 <span class="backrefs">(<a role="doc-backlink" href="#id1">1</a>,<a role="doc-backlink" href="#id2">2</a>)</span>
-<p>Erwig, Martin. (2000),
-“The graph Voronoi diagram with applications.”
+<p>Erwig, Martin. (2000),”The graph Voronoi diagram with applications.”
 <em>Networks</em>, 36: 156–163.
-&lt;dx.doi.org/10.1002/1097-0037(200010)36:3&lt;156::AID-NET2&gt;3.0.CO;2-L&gt;</p>
+<a class="reference external" href="https://doi.org/10.1002/1097-0037(200010)36">https://doi.org/10.1002/1097-0037(200010)36</a>:3&lt;156::AID-NET2&gt;3.0.CO;2-L</p>
 </div>
 </div>
 <p class="rubric">Examples</p>
@@ -644,6 +656,15 @@ take the collection of all values in the returned dictionary:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -665,15 +686,6 @@ take the collection of all values in the returned dictionary:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/generated/networkx.algorithms.wiener.wiener_index.html b/reference/algorithms/generated/networkx.algorithms.wiener.wiener_index.html
index 45abdcf7..17352f35 100644
--- a/reference/algorithms/generated/networkx.algorithms.wiener.wiener_index.html
+++ b/reference/algorithms/generated/networkx.algorithms.wiener.wiener_index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>wiener_index &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>wiener_index &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/generated/networkx.algorithms.wiener.wiener_index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.wiener.wiener_index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Functions" href="../../functions.html" />
     <link rel="prev" title="Wiener index" href="../wiener.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ nodes is at distance one:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ nodes is at distance one:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/graph_hashing.html b/reference/algorithms/graph_hashing.html
index 5d2112b3..e090b91a 100644
--- a/reference/algorithms/graph_hashing.html
+++ b/reference/algorithms/graph_hashing.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph Hashing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph Hashing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/graph_hashing';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/graph_hashing.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="weisfeiler_lehman_graph_hash" href="generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash.html" />
     <link rel="prev" title="capacity_scaling" href="generated/networkx.algorithms.flow.capacity_scaling.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -588,11 +600,11 @@ For now, only Weisfeiler-Lehman hashing is implemented.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/graphical.html b/reference/algorithms/graphical.html
index 2c596274..4574a854 100644
--- a/reference/algorithms/graphical.html
+++ b/reference/algorithms/graphical.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graphical degree sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graphical degree sequence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/graphical';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/graphical.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_graphical" href="generated/networkx.algorithms.graphical.is_graphical.html" />
     <link rel="prev" title="weisfeiler_lehman_subgraph_hashes" href="generated/networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -598,11 +610,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/hierarchy.html b/reference/algorithms/hierarchy.html
index e78d69e7..995900dd 100644
--- a/reference/algorithms/hierarchy.html
+++ b/reference/algorithms/hierarchy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Hierarchy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Hierarchy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/hierarchy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/hierarchy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="flow_hierarchy" href="generated/networkx.algorithms.hierarchy.flow_hierarchy.html" />
     <link rel="prev" title="is_valid_degree_sequence_erdos_gallai" href="generated/networkx.algorithms.graphical.is_valid_degree_sequence_erdos_gallai.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/hybrid.html b/reference/algorithms/hybrid.html
index 24fade9b..bbcbd390 100644
--- a/reference/algorithms/hybrid.html
+++ b/reference/algorithms/hybrid.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Hybrid &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Hybrid &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/hybrid';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/hybrid.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="kl_connected_subgraph" href="generated/networkx.algorithms.hybrid.kl_connected_subgraph.html" />
     <link rel="prev" title="flow_hierarchy" href="generated/networkx.algorithms.hierarchy.flow_hierarchy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -587,11 +599,11 @@ graphs.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/index.html b/reference/algorithms/index.html
index 58ae5e29..83e958ab 100644
--- a/reference/algorithms/index.html
+++ b/reference/algorithms/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Algorithms &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Algorithms &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Approximations and Heuristics" href="approximation.html" />
     <link rel="prev" title="_dispatch" href="../classes/generated/networkx.classes.backends._dispatch.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -634,6 +646,7 @@
 <li class="toctree-l2"><a class="reference internal" href="centrality.html#second-order-centrality">Second Order Centrality</a></li>
 <li class="toctree-l2"><a class="reference internal" href="centrality.html#trophic">Trophic</a></li>
 <li class="toctree-l2"><a class="reference internal" href="centrality.html#voterank">VoteRank</a></li>
+<li class="toctree-l2"><a class="reference internal" href="centrality.html#laplacian">Laplacian</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="chains.html">Chains</a><ul>
@@ -1120,11 +1133,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/isolates.html b/reference/algorithms/isolates.html
index f464aeda..08850233 100644
--- a/reference/algorithms/isolates.html
+++ b/reference/algorithms/isolates.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Isolates &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Isolates &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/isolates';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/isolates.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_isolate" href="generated/networkx.algorithms.isolate.is_isolate.html" />
     <link rel="prev" title="is_kl_connected" href="generated/networkx.algorithms.hybrid.is_kl_connected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -589,11 +601,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/isomorphism.html b/reference/algorithms/isomorphism.html
index a30d3194..37d2582c 100644
--- a/reference/algorithms/isomorphism.html
+++ b/reference/algorithms/isomorphism.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Isomorphism &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Isomorphism &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/isomorphism';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/isomorphism.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_isomorphic" href="generated/networkx.algorithms.isomorphism.is_isomorphic.html" />
     <link rel="prev" title="number_of_isolates" href="generated/networkx.algorithms.isolate.number_of_isolates.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -580,7 +592,7 @@
 <span id="vf2"></span><h2>VF2++<a class="headerlink" href="#module-networkx.algorithms.isomorphism.vf2pp" title="Permalink to this heading">#</a></h2>
 <section id="vf2-algorithm">
 <h3>VF2++ Algorithm<a class="headerlink" href="#vf2-algorithm" title="Permalink to this heading">#</a></h3>
-<p>An implementation of the VF2++ algorithm for Graph Isomorphism testing.</p>
+<p>An implementation of the VF2++ algorithm <a class="reference internal" href="#r5cfb786f69d9-1" id="id2">[1]</a> for Graph Isomorphism testing.</p>
 <p>The simplest interface to use this module is to call:</p>
 <p><a class="reference internal" href="generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic.html#networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic" title="networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vf2pp_is_isomorphic</span></code></a>: to check whether two graphs are isomorphic.
 <a class="reference internal" href="generated/networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism.html#networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism" title="networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism"><code class="xref py py-obj docutils literal notranslate"><span class="pre">vf2pp_isomorphism</span></code></a>: to obtain the node mapping between two graphs,
@@ -626,6 +638,17 @@ branches early in the process.</p>
 </pre></div>
 </div>
 </section>
+<section id="references">
+<h4>References<a class="headerlink" href="#references" title="Permalink to this heading">#</a></h4>
+<div role="list" class="citation-list">
+<div class="citation" id="r5cfb786f69d9-1" role="doc-biblioentry">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id2">1</a><span class="fn-bracket">]</span></span>
+<p>Jüttner, Alpár &amp; Madarasi, Péter. (2018). “VF2++—An improved subgraph
+isomorphism algorithm”. Discrete Applied Mathematics. 242.
+<a class="reference external" href="https://doi.org/10.1016/j.dam.2018.02.018">https://doi.org/10.1016/j.dam.2018.02.018</a></p>
+</div>
+</div>
+</section>
 </section>
 <table class="autosummary longtable table autosummary">
 <tbody>
@@ -660,7 +683,7 @@ by Matthew Suderman
 <table class="autosummary longtable table autosummary">
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="generated/networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism.html#networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism" title="networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism"><code class="xref py py-obj docutils literal notranslate"><span class="pre">rooted_tree_isomorphism</span></code></a>(t1, root1, t2, root2)</p></td>
-<td><p>Given two rooted trees <code class="xref py py-obj docutils literal notranslate"><span class="pre">t1</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">t2</span></code>, with roots <code class="xref py py-obj docutils literal notranslate"><span class="pre">root1</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">root2</span></code> respectivly this routine will determine if they are isomorphic.</p></td>
+<td><p>Given two rooted trees <code class="xref py py-obj docutils literal notranslate"><span class="pre">t1</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">t2</span></code>, with roots <code class="xref py py-obj docutils literal notranslate"><span class="pre">root1</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">root2</span></code> respectively this routine will determine if they are isomorphic.</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="generated/networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism.html#networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism" title="networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tree_isomorphism</span></code></a>(t1, t2)</p></td>
 <td><p>Given two undirected (or free) trees <code class="xref py py-obj docutils literal notranslate"><span class="pre">t1</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">t2</span></code>, this routine will determine if they are isomorphic.</p></td>
@@ -708,6 +731,15 @@ by Matthew Suderman
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -733,6 +765,11 @@ by Matthew Suderman
        Examples
       </a>
      </li>
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#references">
+       References
+      </a>
+     </li>
     </ul>
    </li>
   </ul>
@@ -754,15 +791,6 @@ by Matthew Suderman
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/isomorphism.ismags.html b/reference/algorithms/isomorphism.ismags.html
index 39e63e04..f4fb350c 100644
--- a/reference/algorithms/isomorphism.ismags.html
+++ b/reference/algorithms/isomorphism.ismags.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>ISMAGS Algorithm &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ISMAGS Algorithm &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/isomorphism.ismags';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/isomorphism.ismags.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="networkx.algorithms.isomorphism.ISMAGS" href="generated/networkx.algorithms.isomorphism.ISMAGS.html" />
     <link rel="prev" title="generic_multiedge_match" href="generated/networkx.algorithms.isomorphism.generic_multiedge_match.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -680,7 +692,7 @@ Enumeration”, PLoS One 9(5): e97896, 2014.
 <table class="autosummary longtable table autosummary">
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="generated/networkx.algorithms.isomorphism.ISMAGS.html#networkx.algorithms.isomorphism.ISMAGS" title="networkx.algorithms.isomorphism.ISMAGS"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ISMAGS</span></code></a>(graph, subgraph[, node_match, ...])</p></td>
-<td><p>Implements the ISMAGS subgraph matching algorith.</p></td>
+<td><p>Implements the ISMAGS subgraph matching algorithm.</p></td>
 </tr>
 </tbody>
 </table>
@@ -700,6 +712,15 @@ Enumeration”, PLoS One 9(5): e97896, 2014.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -727,15 +748,6 @@ Enumeration”, PLoS One 9(5): e97896, 2014.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/isomorphism.vf2.html b/reference/algorithms/isomorphism.vf2.html
index 99e3da1d..00904fda 100644
--- a/reference/algorithms/isomorphism.vf2.html
+++ b/reference/algorithms/isomorphism.vf2.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>VF2 Algorithm &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>VF2 Algorithm &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/isomorphism.vf2';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/isomorphism.vf2.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="GraphMatcher.__init__" href="generated/networkx.algorithms.isomorphism.GraphMatcher.__init__.html" />
     <link rel="prev" title="tree_isomorphism" href="generated/networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -657,7 +669,7 @@ vol. 26,  no. 10,  pp. 1367-1372,  Oct.,  2004.
 <dt>[2]   L. P. Cordella, P. Foggia, C. Sansone, M. Vento, “An Improved</dt><dd><p>Algorithm for Matching Large Graphs”, 3rd IAPR-TC15 Workshop
 on Graph-based Representations in Pattern Recognition, Cuen,
 pp. 149-159, 2001.
-<a class="reference external" href="https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.101.5342">https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.101.5342</a></p>
+<a class="reference external" href="https://www.researchgate.net/publication/200034365_An_Improved_Algorithm_for_Matching_Large_Graphs">https://www.researchgate.net/publication/200034365_An_Improved_Algorithm_for_Matching_Large_Graphs</a></p>
 </dd>
 </dl>
 </section>
@@ -796,6 +808,15 @@ polynomial-time algorithm is known to exist).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -853,15 +874,6 @@ polynomial-time algorithm is known to exist).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/link_analysis.html b/reference/algorithms/link_analysis.html
index 669b78af..a8aa62f1 100644
--- a/reference/algorithms/link_analysis.html
+++ b/reference/algorithms/link_analysis.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Link Analysis &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Link Analysis &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/link_analysis';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/link_analysis.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="pagerank" href="generated/networkx.algorithms.link_analysis.pagerank_alg.pagerank.html" />
     <link rel="prev" title="ISMAGS.subgraph_isomorphisms_iter" href="generated/generated/networkx.algorithms.isomorphism.ISMAGS.subgraph_isomorphisms_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -600,6 +612,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -622,15 +643,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/link_prediction.html b/reference/algorithms/link_prediction.html
index d60091d9..2116e00d 100644
--- a/reference/algorithms/link_prediction.html
+++ b/reference/algorithms/link_prediction.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Link Prediction &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Link Prediction &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/link_prediction';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/link_prediction.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="resource_allocation_index" href="generated/networkx.algorithms.link_prediction.resource_allocation_index.html" />
     <link rel="prev" title="hits" href="generated/networkx.algorithms.link_analysis.hits_alg.hits.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,11 +616,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/lowest_common_ancestors.html b/reference/algorithms/lowest_common_ancestors.html
index ca7144b6..2ba0f135 100644
--- a/reference/algorithms/lowest_common_ancestors.html
+++ b/reference/algorithms/lowest_common_ancestors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Lowest Common Ancestor &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Lowest Common Ancestor &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/lowest_common_ancestors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/lowest_common_ancestors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="all_pairs_lowest_common_ancestor" href="generated/networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor.html" />
     <link rel="prev" title="common_neighbor_centrality" href="generated/networkx.algorithms.link_prediction.common_neighbor_centrality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -589,11 +601,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/matching.html b/reference/algorithms/matching.html
index e14c16aa..ea2681ba 100644
--- a/reference/algorithms/matching.html
+++ b/reference/algorithms/matching.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Matching &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Matching &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/matching';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/matching.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_matching" href="generated/networkx.algorithms.matching.is_matching.html" />
     <link rel="prev" title="lowest_common_ancestor" href="generated/networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,11 +610,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/minors.html b/reference/algorithms/minors.html
index 91a35a74..52e13187 100644
--- a/reference/algorithms/minors.html
+++ b/reference/algorithms/minors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Minors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Minors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/minors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/minors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="contracted_edge" href="generated/networkx.algorithms.minors.contracted_edge.html" />
     <link rel="prev" title="min_weight_matching" href="generated/networkx.algorithms.matching.min_weight_matching.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -607,6 +619,15 @@ can be formed from G by deleting edges and vertices and by contracting edges
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ can be formed from G by deleting edges and vertices and by contracting edges
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/mis.html b/reference/algorithms/mis.html
index e942e8ff..bee4c12d 100644
--- a/reference/algorithms/mis.html
+++ b/reference/algorithms/mis.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Maximal independent set &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Maximal independent set &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/mis';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/mis.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="maximal_independent_set" href="generated/networkx.algorithms.mis.maximal_independent_set.html" />
     <link rel="prev" title="quotient_graph" href="generated/networkx.algorithms.minors.quotient_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/moral.html b/reference/algorithms/moral.html
index c802989e..d4a72a3d 100644
--- a/reference/algorithms/moral.html
+++ b/reference/algorithms/moral.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Moral &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Moral &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/moral';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/moral.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="moral_graph" href="generated/networkx.algorithms.moral.moral_graph.html" />
     <link rel="prev" title="non_randomness" href="generated/networkx.algorithms.non_randomness.non_randomness.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/node_classification.html b/reference/algorithms/node_classification.html
index 70ee0f64..4ae63445 100644
--- a/reference/algorithms/node_classification.html
+++ b/reference/algorithms/node_classification.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>Node Classification &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Node Classification &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/node_classification';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/node_classification.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="harmonic_function" href="generated/networkx.algorithms.node_classification.harmonic_function.html" />
     <link rel="prev" title="moral_graph" href="generated/networkx.algorithms.moral.moral_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ In ICML (Vol. 3, pp. 912-919).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ In ICML (Vol. 3, pp. 912-919).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/non_randomness.html b/reference/algorithms/non_randomness.html
index eb925902..00dca797 100644
--- a/reference/algorithms/non_randomness.html
+++ b/reference/algorithms/non_randomness.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>non-randomness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>non-randomness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/non_randomness';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/non_randomness.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="non_randomness" href="generated/networkx.algorithms.non_randomness.non_randomness.html" />
     <link rel="prev" title="maximal_independent_set" href="generated/networkx.algorithms.mis.maximal_independent_set.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/operators.html b/reference/algorithms/operators.html
index 02b8cd65..0aab9fcf 100644
--- a/reference/algorithms/operators.html
+++ b/reference/algorithms/operators.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Operators &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Operators &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/operators';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/operators.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="complement" href="generated/networkx.algorithms.operators.unary.complement.html" />
     <link rel="prev" title="local_and_global_consistency" href="generated/networkx.algorithms.node_classification.local_and_global_consistency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -655,11 +667,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/planar_drawing.html b/reference/algorithms/planar_drawing.html
index c46b1565..f7fac51b 100644
--- a/reference/algorithms/planar_drawing.html
+++ b/reference/algorithms/planar_drawing.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Planar Drawing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Planar Drawing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/planar_drawing';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/planar_drawing.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="combinatorial_embedding_to_pos" href="generated/networkx.algorithms.planar_drawing.combinatorial_embedding_to_pos.html" />
     <link rel="prev" title="PlanarEmbedding.succ" href="generated/generated/networkx.algorithms.planarity.PlanarEmbedding.succ.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,11 +594,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/planarity.html b/reference/algorithms/planarity.html
index 8f44b226..b7304ec7 100644
--- a/reference/algorithms/planarity.html
+++ b/reference/algorithms/planarity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Planarity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Planarity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/planarity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/planarity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="check_planarity" href="generated/networkx.algorithms.planarity.check_planarity.html" />
     <link rel="prev" title="corona_product" href="generated/networkx.algorithms.operators.product.corona_product.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -588,11 +600,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/polynomials.html b/reference/algorithms/polynomials.html
index a38dc0ea..6c3ad485 100644
--- a/reference/algorithms/polynomials.html
+++ b/reference/algorithms/polynomials.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph Polynomials &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph Polynomials &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/polynomials';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/polynomials.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="tutte_polynomial" href="generated/networkx.algorithms.polynomials.tutte_polynomial.html" />
     <link rel="prev" title="combinatorial_embedding_to_pos" href="generated/networkx.algorithms.planar_drawing.combinatorial_embedding_to_pos.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -609,11 +621,11 @@ matrix of a graph. Consider the complete graph <code class="docutils literal not
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/reciprocity.html b/reference/algorithms/reciprocity.html
index c6df96c2..1b9f8012 100644
--- a/reference/algorithms/reciprocity.html
+++ b/reference/algorithms/reciprocity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Reciprocity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Reciprocity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/reciprocity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/reciprocity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="reciprocity" href="generated/networkx.algorithms.reciprocity.reciprocity.html" />
     <link rel="prev" title="chromatic_polynomial" href="generated/networkx.algorithms.polynomials.chromatic_polynomial.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -586,11 +598,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/regular.html b/reference/algorithms/regular.html
index 0cb98ac1..b62acabc 100644
--- a/reference/algorithms/regular.html
+++ b/reference/algorithms/regular.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>Regular &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Regular &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/regular';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/regular.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_regular" href="generated/networkx.algorithms.regular.is_regular.html" />
     <link rel="prev" title="overall_reciprocity" href="generated/networkx.algorithms.reciprocity.overall_reciprocity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -589,11 +601,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/rich_club.html b/reference/algorithms/rich_club.html
index 8834a270..167e5509 100644
--- a/reference/algorithms/rich_club.html
+++ b/reference/algorithms/rich_club.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>Rich Club &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Rich Club &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/rich_club';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/rich_club.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="rich_club_coefficient" href="generated/networkx.algorithms.richclub.rich_club_coefficient.html" />
     <link rel="prev" title="k_factor" href="generated/networkx.algorithms.regular.k_factor.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/shortest_paths.html b/reference/algorithms/shortest_paths.html
index 692774f5..b1bd7c9a 100644
--- a/reference/algorithms/shortest_paths.html
+++ b/reference/algorithms/shortest_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Shortest Paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Shortest Paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/shortest_paths';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/shortest_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="shortest_path" href="generated/networkx.algorithms.shortest_paths.generic.shortest_path.html" />
     <link rel="prev" title="rich_club_coefficient" href="generated/networkx.algorithms.richclub.rich_club_coefficient.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -742,6 +754,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -771,15 +792,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/similarity.html b/reference/algorithms/similarity.html
index 0a263e74..3e28aef6 100644
--- a/reference/algorithms/similarity.html
+++ b/reference/algorithms/similarity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Similarity Measures &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Similarity Measures &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/similarity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/similarity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="graph_edit_distance" href="generated/networkx.algorithms.similarity.graph_edit_distance.html" />
     <link rel="prev" title="astar_path_length" href="generated/networkx.algorithms.shortest_paths.astar.astar_path_length.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,11 +622,11 @@ alternative GED algorithms, in order to improve the choices available.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/simple_paths.html b/reference/algorithms/simple_paths.html
index b39f1af4..1d568779 100644
--- a/reference/algorithms/simple_paths.html
+++ b/reference/algorithms/simple_paths.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Simple Paths &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Simple Paths &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/simple_paths';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/simple_paths.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="all_simple_paths" href="generated/networkx.algorithms.simple_paths.all_simple_paths.html" />
     <link rel="prev" title="generate_random_paths" href="generated/networkx.algorithms.similarity.generate_random_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -591,11 +603,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/smallworld.html b/reference/algorithms/smallworld.html
index d498a1b7..94f09e60 100644
--- a/reference/algorithms/smallworld.html
+++ b/reference/algorithms/smallworld.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Small-world &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Small-world &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/smallworld';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/smallworld.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_reference" href="generated/networkx.algorithms.smallworld.random_reference.html" />
     <link rel="prev" title="shortest_simple_paths" href="generated/networkx.algorithms.simple_paths.shortest_simple_paths.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,11 +617,11 @@ or lattice graph.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/smetric.html b/reference/algorithms/smetric.html
index fb902e2c..2dc36f3f 100644
--- a/reference/algorithms/smetric.html
+++ b/reference/algorithms/smetric.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>s metric &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>s metric &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/smetric';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/smetric.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="s_metric" href="generated/networkx.algorithms.smetric.s_metric.html" />
     <link rel="prev" title="omega" href="generated/networkx.algorithms.smallworld.omega.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,11 +594,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/sparsifiers.html b/reference/algorithms/sparsifiers.html
index 72dfe1e5..e1fd2276 100644
--- a/reference/algorithms/sparsifiers.html
+++ b/reference/algorithms/sparsifiers.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Sparsifiers &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Sparsifiers &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/sparsifiers';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/sparsifiers.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="spanner" href="generated/networkx.algorithms.sparsifiers.spanner.html" />
     <link rel="prev" title="s_metric" href="generated/networkx.algorithms.smetric.s_metric.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/structuralholes.html b/reference/algorithms/structuralholes.html
index f0282dcd..f3c1c1fa 100644
--- a/reference/algorithms/structuralholes.html
+++ b/reference/algorithms/structuralholes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Structural holes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Structural holes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/structuralholes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/structuralholes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="constraint" href="generated/networkx.algorithms.structuralholes.constraint.html" />
     <link rel="prev" title="spanner" href="generated/networkx.algorithms.sparsifiers.spanner.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -589,11 +601,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/summarization.html b/reference/algorithms/summarization.html
index 5d32a0b8..6078a995 100644
--- a/reference/algorithms/summarization.html
+++ b/reference/algorithms/summarization.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Summarization &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Summarization &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/summarization';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/summarization.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="dedensify" href="generated/networkx.algorithms.summarization.dedensify.html" />
     <link rel="prev" title="local_constraint" href="generated/networkx.algorithms.structuralholes.local_constraint.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -580,7 +592,7 @@ nodes called compressor or virtual nodes to reduce the total number of edges in
 a graph. Edge-grouping techniques can be lossless, meaning that they can be
 used to re-create the original graph, or techniques can be lossy, requiring
 less space to store the summary graph, but at the expense of lower
-recontruction accuracy of the original graph.</p>
+reconstruction accuracy of the original graph.</p>
 <p>Bit-compression techniques minimize the amount of information needed to
 describe the original graph, while revealing structural patterns in the
 original graph.  The two-part minimum description length (MDL) is often used to
@@ -637,11 +649,11 @@ and Applications: A Survey</a></p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/swap.html b/reference/algorithms/swap.html
index 3aa58858..d0a43f11 100644
--- a/reference/algorithms/swap.html
+++ b/reference/algorithms/swap.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Swap &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Swap &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/swap';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/swap.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="double_edge_swap" href="generated/networkx.algorithms.swap.double_edge_swap.html" />
     <link rel="prev" title="snap_aggregation" href="generated/networkx.algorithms.summarization.snap_aggregation.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -589,11 +601,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/threshold.html b/reference/algorithms/threshold.html
index 15352527..e1e88cf0 100644
--- a/reference/algorithms/threshold.html
+++ b/reference/algorithms/threshold.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Threshold Graphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Threshold Graphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/threshold';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/threshold.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="find_threshold_graph" href="generated/networkx.algorithms.threshold.find_threshold_graph.html" />
     <link rel="prev" title="connected_double_edge_swap" href="generated/networkx.algorithms.swap.connected_double_edge_swap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -586,11 +598,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/tournament.html b/reference/algorithms/tournament.html
index 2c3d6076..48d40bf6 100644
--- a/reference/algorithms/tournament.html
+++ b/reference/algorithms/tournament.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Tournament &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Tournament &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/tournament';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/tournament.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="hamiltonian_path" href="generated/networkx.algorithms.tournament.hamiltonian_path.html" />
     <link rel="prev" title="is_threshold_graph" href="generated/networkx.algorithms.threshold.is_threshold_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,11 +624,11 @@ graph.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/traversal.html b/reference/algorithms/traversal.html
index 7a2afc46..43a487aa 100644
--- a/reference/algorithms/traversal.html
+++ b/reference/algorithms/traversal.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Traversal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Traversal &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/traversal';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/traversal.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="dfs_edges" href="generated/networkx.algorithms.traversal.depth_first_search.dfs_edges.html" />
     <link rel="prev" title="score_sequence" href="generated/networkx.algorithms.tournament.score_sequence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -665,6 +677,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -702,15 +723,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/tree.html b/reference/algorithms/tree.html
index 59505e07..6aeb166c 100644
--- a/reference/algorithms/tree.html
+++ b/reference/algorithms/tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_tree" href="generated/networkx.algorithms.tree.recognition.is_tree.html" />
     <link rel="prev" title="edge_bfs" href="generated/networkx.algorithms.traversal.edgebfs.edge_bfs.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -786,6 +798,15 @@ sequences to labeled trees.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -840,15 +861,6 @@ sequences to labeled trees.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/algorithms/triads.html b/reference/algorithms/triads.html
index bc0d3ee3..ae77124c 100644
--- a/reference/algorithms/triads.html
+++ b/reference/algorithms/triads.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Triads &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Triads &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/triads';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/triads.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="triadic_census" href="generated/networkx.algorithms.triads.triadic_census.html" />
     <link rel="prev" title="NotATree" href="generated/networkx.algorithms.tree.coding.NotATree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,11 +613,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/vitality.html b/reference/algorithms/vitality.html
index df5d0379..97d6d60e 100644
--- a/reference/algorithms/vitality.html
+++ b/reference/algorithms/vitality.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Vitality &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Vitality &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/vitality';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/vitality.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="closeness_vitality" href="generated/networkx.algorithms.vitality.closeness_vitality.html" />
     <link rel="prev" title="all_triplets" href="generated/networkx.algorithms.triads.all_triplets.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/voronoi.html b/reference/algorithms/voronoi.html
index 81282393..2d7bcde2 100644
--- a/reference/algorithms/voronoi.html
+++ b/reference/algorithms/voronoi.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Voronoi cells &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Voronoi cells &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/voronoi';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/voronoi.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="voronoi_cells" href="generated/networkx.algorithms.voronoi.voronoi_cells.html" />
     <link rel="prev" title="closeness_vitality" href="generated/networkx.algorithms.vitality.closeness_vitality.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/algorithms/wiener.html b/reference/algorithms/wiener.html
index f79fb4db..0c8f29c4 100644
--- a/reference/algorithms/wiener.html
+++ b/reference/algorithms/wiener.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Wiener index &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Wiener index &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/algorithms/wiener';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/algorithms/wiener.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="wiener_index" href="generated/networkx.algorithms.wiener.wiener_index.html" />
     <link rel="prev" title="voronoi_cells" href="generated/networkx.algorithms.voronoi.voronoi_cells.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,11 +595,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/classes/digraph.html b/reference/classes/digraph.html
index f9e5566e..2799482d 100644
--- a/reference/classes/digraph.html
+++ b/reference/classes/digraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph—Directed graphs with self loops &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph—Directed graphs with self loops &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/digraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/digraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="DiGraph.__init__" href="generated/networkx.DiGraph.__init__.html" />
     <link rel="prev" title="Graph.edge_subgraph" href="generated/networkx.Graph.edge_subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -928,6 +940,15 @@ This reduces the memory used, but you lose edge attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -983,15 +1004,6 @@ This reduces the memory used, but you lose edge attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.copy.html b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.copy.html
index 34928788..3a22254d 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.copy.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AdjacencyView.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AdjacencyView.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.copy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="AdjacencyView.get" href="networkx.classes.coreviews.AdjacencyView.get.html" />
     <link rel="prev" title="networkx.classes.coreviews.AdjacencyView" href="../networkx.classes.coreviews.AdjacencyView.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.get.html
index ccaacfcf..2ee3b893 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.get.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AdjacencyView.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AdjacencyView.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="AdjacencyView.items" href="networkx.classes.coreviews.AdjacencyView.items.html" />
     <link rel="prev" title="AdjacencyView.copy" href="networkx.classes.coreviews.AdjacencyView.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.items.html
index a79afdd6..87f70e26 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.items.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AdjacencyView.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AdjacencyView.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="AdjacencyView.keys" href="networkx.classes.coreviews.AdjacencyView.keys.html" />
     <link rel="prev" title="AdjacencyView.get" href="networkx.classes.coreviews.AdjacencyView.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.keys.html
index 780f9f1e..101f7113 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.keys.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.keys.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AdjacencyView.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AdjacencyView.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.keys';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.keys.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="AdjacencyView.values" href="networkx.classes.coreviews.AdjacencyView.values.html" />
     <link rel="prev" title="AdjacencyView.items" href="networkx.classes.coreviews.AdjacencyView.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.values.html
index 6929d5c6..a0f432ff 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.values.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AdjacencyView.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AdjacencyView.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.AdjacencyView.values.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.MultiAdjacencyView" href="../networkx.classes.coreviews.MultiAdjacencyView.html" />
     <link rel="prev" title="AdjacencyView.keys" href="networkx.classes.coreviews.AdjacencyView.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.copy.html b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.copy.html
index 9a487ddb..f42294c8 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.copy.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AtlasView.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AtlasView.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="AtlasView.get" href="networkx.classes.coreviews.AtlasView.get.html" />
     <link rel="prev" title="networkx.classes.coreviews.AtlasView" href="../networkx.classes.coreviews.AtlasView.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.get.html
index 9425725a..832db580 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.get.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AtlasView.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AtlasView.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.get';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.get.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="AtlasView.items" href="networkx.classes.coreviews.AtlasView.items.html" />
     <link rel="prev" title="AtlasView.copy" href="networkx.classes.coreviews.AtlasView.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.items.html
index 525aa821..a3cb3f34 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.items.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AtlasView.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AtlasView.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.items';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="AtlasView.keys" href="networkx.classes.coreviews.AtlasView.keys.html" />
     <link rel="prev" title="AtlasView.get" href="networkx.classes.coreviews.AtlasView.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.keys.html
index 7d15ee27..3712f52d 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.keys.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.keys.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AtlasView.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AtlasView.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.keys';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.keys.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="AtlasView.values" href="networkx.classes.coreviews.AtlasView.values.html" />
     <link rel="prev" title="AtlasView.items" href="networkx.classes.coreviews.AtlasView.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.values.html
index 4ac2e227..af535c92 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.values.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>AtlasView.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>AtlasView.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.values';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.AtlasView.values.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.AdjacencyView" href="../networkx.classes.coreviews.AdjacencyView.html" />
     <link rel="prev" title="AtlasView.keys" href="networkx.classes.coreviews.AtlasView.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.get.html
index 2cb6fda3..ebdc32d3 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.get.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterAdjacency.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterAdjacency.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.get';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.get.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterAdjacency.items" href="networkx.classes.coreviews.FilterAdjacency.items.html" />
     <link rel="prev" title="networkx.classes.coreviews.FilterAdjacency" href="../networkx.classes.coreviews.FilterAdjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.items.html
index 55f7dcd8..47bfab70 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.items.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterAdjacency.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterAdjacency.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.items';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterAdjacency.keys" href="networkx.classes.coreviews.FilterAdjacency.keys.html" />
     <link rel="prev" title="FilterAdjacency.get" href="networkx.classes.coreviews.FilterAdjacency.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.keys.html
index c002a482..3fa150c5 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.keys.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.keys.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterAdjacency.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterAdjacency.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.keys';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.keys.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterAdjacency.values" href="networkx.classes.coreviews.FilterAdjacency.values.html" />
     <link rel="prev" title="FilterAdjacency.items" href="networkx.classes.coreviews.FilterAdjacency.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.values.html
index eb01da36..5292e547 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.values.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterAdjacency.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterAdjacency.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.values';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterAdjacency.values.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.FilterMultiInner" href="../networkx.classes.coreviews.FilterMultiInner.html" />
     <link rel="prev" title="FilterAdjacency.keys" href="networkx.classes.coreviews.FilterAdjacency.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.get.html
index 383a611e..844cfbf6 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.get.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterAtlas.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterAtlas.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.get';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.get.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterAtlas.items" href="networkx.classes.coreviews.FilterAtlas.items.html" />
     <link rel="prev" title="networkx.classes.coreviews.FilterAtlas" href="../networkx.classes.coreviews.FilterAtlas.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.items.html
index 62822a9f..626b2c3a 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.items.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterAtlas.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterAtlas.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.items';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterAtlas.keys" href="networkx.classes.coreviews.FilterAtlas.keys.html" />
     <link rel="prev" title="FilterAtlas.get" href="networkx.classes.coreviews.FilterAtlas.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.keys.html
index 8dcfa53e..5ca2e4b5 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.keys.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.keys.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterAtlas.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterAtlas.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.keys';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.keys.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterAtlas.values" href="networkx.classes.coreviews.FilterAtlas.values.html" />
     <link rel="prev" title="FilterAtlas.items" href="networkx.classes.coreviews.FilterAtlas.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.values.html
index bb985f70..6ac2a90f 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.values.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterAtlas.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterAtlas.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.values';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterAtlas.values.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.FilterAdjacency" href="../networkx.classes.coreviews.FilterAdjacency.html" />
     <link rel="prev" title="FilterAtlas.keys" href="networkx.classes.coreviews.FilterAtlas.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.get.html
index 73da0e32..100fb519 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.get.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterMultiAdjacency.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterMultiAdjacency.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.get';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.get.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterMultiAdjacency.items" href="networkx.classes.coreviews.FilterMultiAdjacency.items.html" />
     <link rel="prev" title="networkx.classes.coreviews.FilterMultiAdjacency" href="../networkx.classes.coreviews.FilterMultiAdjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.items.html
index bf105fa7..3068ade2 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.items.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterMultiAdjacency.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterMultiAdjacency.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.items';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterMultiAdjacency.keys" href="networkx.classes.coreviews.FilterMultiAdjacency.keys.html" />
     <link rel="prev" title="FilterMultiAdjacency.get" href="networkx.classes.coreviews.FilterMultiAdjacency.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.keys.html
index 5d4fb3da..6189c05b 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.keys.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.keys.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterMultiAdjacency.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterMultiAdjacency.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.keys';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.keys.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterMultiAdjacency.values" href="networkx.classes.coreviews.FilterMultiAdjacency.values.html" />
     <link rel="prev" title="FilterMultiAdjacency.items" href="networkx.classes.coreviews.FilterMultiAdjacency.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.values.html
index 29bef589..95007ba9 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.values.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterMultiAdjacency.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterMultiAdjacency.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.values';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiAdjacency.values.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="no_filter" href="../networkx.classes.filters.no_filter.html" />
     <link rel="prev" title="FilterMultiAdjacency.keys" href="networkx.classes.coreviews.FilterMultiAdjacency.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.get.html
index da620064..1e7e8d6e 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.get.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterMultiInner.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterMultiInner.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.get';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.get.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterMultiInner.items" href="networkx.classes.coreviews.FilterMultiInner.items.html" />
     <link rel="prev" title="networkx.classes.coreviews.FilterMultiInner" href="../networkx.classes.coreviews.FilterMultiInner.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.items.html
index b4ca7329..81aa868c 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.items.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterMultiInner.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterMultiInner.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.items';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterMultiInner.keys" href="networkx.classes.coreviews.FilterMultiInner.keys.html" />
     <link rel="prev" title="FilterMultiInner.get" href="networkx.classes.coreviews.FilterMultiInner.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.keys.html
index bf3b7f3f..92c894b3 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.keys.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.keys.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterMultiInner.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterMultiInner.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.keys';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.keys.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="FilterMultiInner.values" href="networkx.classes.coreviews.FilterMultiInner.values.html" />
     <link rel="prev" title="FilterMultiInner.items" href="networkx.classes.coreviews.FilterMultiInner.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.values.html
index e01c4652..62efc9f9 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.values.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>FilterMultiInner.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>FilterMultiInner.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.values';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.FilterMultiInner.values.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.FilterMultiAdjacency" href="../networkx.classes.coreviews.FilterMultiAdjacency.html" />
     <link rel="prev" title="FilterMultiInner.keys" href="networkx.classes.coreviews.FilterMultiInner.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.copy.html b/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.copy.html
index abad92fa..7b770001 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.copy.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiAdjacencyView.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiAdjacencyView.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.copy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="MultiAdjacencyView.get" href="networkx.classes.coreviews.MultiAdjacencyView.get.html" />
     <link rel="prev" title="networkx.classes.coreviews.MultiAdjacencyView" href="../networkx.classes.coreviews.MultiAdjacencyView.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.get.html
index 62e00a3a..def3e0de 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.get.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiAdjacencyView.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiAdjacencyView.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.get';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.get.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="MultiAdjacencyView.items" href="networkx.classes.coreviews.MultiAdjacencyView.items.html" />
     <link rel="prev" title="MultiAdjacencyView.copy" href="networkx.classes.coreviews.MultiAdjacencyView.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.items.html
index 0e7ee4d0..51cd884d 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.items.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiAdjacencyView.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiAdjacencyView.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.items';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.MultiAdjacencyView.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="MultiAdjacencyView.keys" href="networkx.classes.coreviews.MultiAdjacencyView.keys.html" />
     <link rel="prev" title="MultiAdjacencyView.get" href="networkx.classes.coreviews.MultiAdjacencyView.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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index 145fcc06..246b8b70 100644
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-    <title>MultiAdjacencyView.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiAdjacencyView.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
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     <link rel="prev" title="MultiAdjacencyView.items" href="networkx.classes.coreviews.MultiAdjacencyView.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
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-<div id="searchbox"></div>
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index 448b59f1..e159353e 100644
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-    <title>MultiAdjacencyView.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiAdjacencyView.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="MultiAdjacencyView.keys" href="networkx.classes.coreviews.MultiAdjacencyView.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.copy.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.copy.html
index 3bedb01f..32ca7d1f 100644
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-    <title>UnionAdjacency.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAdjacency.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="networkx.classes.coreviews.UnionAdjacency" href="../networkx.classes.coreviews.UnionAdjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.get.html
index 6e10ae7a..b9a6a7ee 100644
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-    <title>UnionAdjacency.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAdjacency.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="UnionAdjacency.copy" href="networkx.classes.coreviews.UnionAdjacency.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.items.html
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-    <title>UnionAdjacency.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAdjacency.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="UnionAdjacency.get" href="networkx.classes.coreviews.UnionAdjacency.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.keys.html
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-    <title>UnionAdjacency.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAdjacency.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="UnionAdjacency.items" href="networkx.classes.coreviews.UnionAdjacency.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.values.html
index e956b11f..795e2f03 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.values.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAdjacency.values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>UnionAdjacency.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAdjacency.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.UnionMultiInner" href="../networkx.classes.coreviews.UnionMultiInner.html" />
     <link rel="prev" title="UnionAdjacency.keys" href="networkx.classes.coreviews.UnionAdjacency.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.copy.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.copy.html
index af5e6a4f..f3e20a07 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.copy.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>UnionAtlas.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAtlas.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="UnionAtlas.get" href="networkx.classes.coreviews.UnionAtlas.get.html" />
     <link rel="prev" title="networkx.classes.coreviews.UnionAtlas" href="../networkx.classes.coreviews.UnionAtlas.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.get.html
index 51afcfe3..75d03790 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.get.html
@@ -6,7 +6,7 @@
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-    <title>UnionAtlas.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAtlas.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.get.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="UnionAtlas.items" href="networkx.classes.coreviews.UnionAtlas.items.html" />
     <link rel="prev" title="UnionAtlas.copy" href="networkx.classes.coreviews.UnionAtlas.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.items.html
index 862a8a3f..5f984da0 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.items.html
@@ -6,7 +6,7 @@
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-    <title>UnionAtlas.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAtlas.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="UnionAtlas.keys" href="networkx.classes.coreviews.UnionAtlas.keys.html" />
     <link rel="prev" title="UnionAtlas.get" href="networkx.classes.coreviews.UnionAtlas.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.keys.html
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--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.keys.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.keys.html
@@ -6,7 +6,7 @@
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-    <title>UnionAtlas.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAtlas.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="UnionAtlas.values" href="networkx.classes.coreviews.UnionAtlas.values.html" />
     <link rel="prev" title="UnionAtlas.items" href="networkx.classes.coreviews.UnionAtlas.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionAtlas.values.html
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@@ -6,7 +6,7 @@
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-    <title>UnionAtlas.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionAtlas.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.UnionAdjacency" href="../networkx.classes.coreviews.UnionAdjacency.html" />
     <link rel="prev" title="UnionAtlas.keys" href="networkx.classes.coreviews.UnionAtlas.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-    <title>UnionMultiAdjacency.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiAdjacency.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="networkx.classes.coreviews.UnionMultiAdjacency" href="../networkx.classes.coreviews.UnionMultiAdjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-</div>
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.get.html
index 2b02b298..56ea78e0 100644
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-    <title>UnionMultiAdjacency.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiAdjacency.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="UnionMultiAdjacency.copy" href="networkx.classes.coreviews.UnionMultiAdjacency.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.items.html
index 2660dbe1..7a432d0b 100644
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-    <title>UnionMultiAdjacency.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiAdjacency.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="UnionMultiAdjacency.get" href="networkx.classes.coreviews.UnionMultiAdjacency.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-  
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.keys.html
index 55982867..cdd3fcd2 100644
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-    <title>UnionMultiAdjacency.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiAdjacency.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
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     <link rel="prev" title="UnionMultiAdjacency.items" href="networkx.classes.coreviews.UnionMultiAdjacency.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.values.html
index 9444deb0..fa88b891 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiAdjacency.values.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>UnionMultiAdjacency.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiAdjacency.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.FilterAtlas" href="../networkx.classes.coreviews.FilterAtlas.html" />
     <link rel="prev" title="UnionMultiAdjacency.keys" href="networkx.classes.coreviews.UnionMultiAdjacency.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.copy.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.copy.html
index 6242105e..1e43e245 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.copy.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>UnionMultiInner.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiInner.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="UnionMultiInner.get" href="networkx.classes.coreviews.UnionMultiInner.get.html" />
     <link rel="prev" title="networkx.classes.coreviews.UnionMultiInner" href="../networkx.classes.coreviews.UnionMultiInner.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.get.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.get.html
index 6e9e0e36..eb88aa8a 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.get.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.get.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>UnionMultiInner.get &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiInner.get &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.get';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.get.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="UnionMultiInner.items" href="networkx.classes.coreviews.UnionMultiInner.items.html" />
     <link rel="prev" title="UnionMultiInner.copy" href="networkx.classes.coreviews.UnionMultiInner.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.items.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.items.html
index 97c716d9..1a057b81 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.items.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.items.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>UnionMultiInner.items &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiInner.items &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.items';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.items.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="UnionMultiInner.keys" href="networkx.classes.coreviews.UnionMultiInner.keys.html" />
     <link rel="prev" title="UnionMultiInner.get" href="networkx.classes.coreviews.UnionMultiInner.get.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.keys.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.keys.html
index 808618ee..f4645073 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.keys.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.keys.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>UnionMultiInner.keys &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiInner.keys &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.keys';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.keys.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="UnionMultiInner.values" href="networkx.classes.coreviews.UnionMultiInner.values.html" />
     <link rel="prev" title="UnionMultiInner.items" href="networkx.classes.coreviews.UnionMultiInner.items.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.values.html b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.values.html
index d3aa99b5..91594902 100644
--- a/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.values.html
+++ b/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.values.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>UnionMultiInner.values &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>UnionMultiInner.values &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.values';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/generated/networkx.classes.coreviews.UnionMultiInner.values.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.UnionMultiAdjacency" href="../networkx.classes.coreviews.UnionMultiAdjacency.html" />
     <link rel="prev" title="UnionMultiInner.keys" href="networkx.classes.coreviews.UnionMultiInner.keys.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.DiGraph.__contains__.html b/reference/classes/generated/networkx.DiGraph.__contains__.html
index 820b535a..f61073f4 100644
--- a/reference/classes/generated/networkx.DiGraph.__contains__.html
+++ b/reference/classes/generated/networkx.DiGraph.__contains__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>DiGraph.__contains__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.__contains__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.__contains__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.__contains__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.edges" href="networkx.DiGraph.edges.html" />
     <link rel="prev" title="DiGraph.has_node" href="networkx.DiGraph.has_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -549,6 +561,15 @@
               
 <div class="toc-item">
   
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+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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index dedcff9a..eab585b0 100644
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-    <title>DiGraph.__getitem__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.__getitem__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.successors" href="networkx.DiGraph.successors.html" />
     <link rel="prev" title="DiGraph.adj" href="networkx.DiGraph.adj.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
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-<div id="searchbox"></div>
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-
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-  
-</div>
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-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.DiGraph.__init__.html b/reference/classes/generated/networkx.DiGraph.__init__.html
index 6860b576..449446ec 100644
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@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.__init__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.__init__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.__init__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.add_node" href="networkx.DiGraph.add_node.html" />
     <link rel="prev" title="DiGraph—Directed graphs with self loops" href="../digraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -576,6 +588,15 @@ SciPy sparse array, or a PyGraphviz graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -597,15 +618,6 @@ SciPy sparse array, or a PyGraphviz graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.DiGraph.__iter__.html b/reference/classes/generated/networkx.DiGraph.__iter__.html
index 8e58411f..6ea79d92 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.__iter__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.__iter__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.__iter__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.has_node" href="networkx.DiGraph.has_node.html" />
     <link rel="prev" title="DiGraph.nodes" href="networkx.DiGraph.nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -559,6 +571,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +601,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
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-  
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-<div class="toc-item">
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 </div>
 
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diff --git a/reference/classes/generated/networkx.DiGraph.__len__.html b/reference/classes/generated/networkx.DiGraph.__len__.html
index a0be0ac2..6f946ee1 100644
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@@ -6,7 +6,7 @@
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-    <title>DiGraph.__len__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.__len__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.__len__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.degree" href="networkx.DiGraph.degree.html" />
     <link rel="prev" title="DiGraph.number_of_nodes" href="networkx.DiGraph.number_of_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.DiGraph.add_edge.html b/reference/classes/generated/networkx.DiGraph.add_edge.html
index b9bf0549..52ef8e8c 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>DiGraph.add_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.add_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.add_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.add_edges_from" href="networkx.DiGraph.add_edges_from.html" />
     <link rel="prev" title="DiGraph.remove_nodes_from" href="networkx.DiGraph.remove_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ an edge attribute (by default <code class="xref py py-obj docutils literal notra
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ an edge attribute (by default <code class="xref py py-obj docutils literal notra
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.DiGraph.add_edges_from.html b/reference/classes/generated/networkx.DiGraph.add_edges_from.html
index 9922945e..2ec8f630 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>DiGraph.add_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.add_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="DiGraph.add_edge" href="networkx.DiGraph.add_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,6 +610,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -619,15 +640,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.add_node.html b/reference/classes/generated/networkx.DiGraph.add_node.html
index 84567ea9..c117e46e 100644
--- a/reference/classes/generated/networkx.DiGraph.add_node.html
+++ b/reference/classes/generated/networkx.DiGraph.add_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.add_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.add_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.add_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.add_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.add_nodes_from" href="networkx.DiGraph.add_nodes_from.html" />
     <link rel="prev" title="DiGraph.__init__" href="networkx.DiGraph.__init__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@ doesn’t change on mutables.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@ doesn’t change on mutables.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.add_nodes_from.html b/reference/classes/generated/networkx.DiGraph.add_nodes_from.html
index 08c68a86..affbedb3 100644
--- a/reference/classes/generated/networkx.DiGraph.add_nodes_from.html
+++ b/reference/classes/generated/networkx.DiGraph.add_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.add_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.add_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.add_nodes_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.add_nodes_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.remove_node" href="networkx.DiGraph.remove_node.html" />
     <link rel="prev" title="DiGraph.add_node" href="networkx.DiGraph.add_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.add_weighted_edges_from.html b/reference/classes/generated/networkx.DiGraph.add_weighted_edges_from.html
index 5330c1b5..40c99ddc 100644
--- a/reference/classes/generated/networkx.DiGraph.add_weighted_edges_from.html
+++ b/reference/classes/generated/networkx.DiGraph.add_weighted_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.add_weighted_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.add_weighted_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.add_weighted_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.add_weighted_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.remove_edge" href="networkx.DiGraph.remove_edge.html" />
     <link rel="prev" title="DiGraph.add_edges_from" href="networkx.DiGraph.add_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.adj.html b/reference/classes/generated/networkx.DiGraph.adj.html
index 90899f99..251c8770 100644
--- a/reference/classes/generated/networkx.DiGraph.adj.html
+++ b/reference/classes/generated/networkx.DiGraph.adj.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.adj &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.adj &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.adj';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.adj.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.__getitem__" href="networkx.DiGraph.__getitem__.html" />
     <link rel="prev" title="DiGraph.neighbors" href="networkx.DiGraph.neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +594,6 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.adjacency.html b/reference/classes/generated/networkx.DiGraph.adjacency.html
index ee087710..94b3388a 100644
--- a/reference/classes/generated/networkx.DiGraph.adjacency.html
+++ b/reference/classes/generated/networkx.DiGraph.adjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.adjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.adjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.adjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.adjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.nbunch_iter" href="networkx.DiGraph.nbunch_iter.html" />
     <link rel="prev" title="DiGraph.pred" href="networkx.DiGraph.pred.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -559,6 +571,15 @@ the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +601,6 @@ the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.clear.html b/reference/classes/generated/networkx.DiGraph.clear.html
index d533b6a0..38e3a11b 100644
--- a/reference/classes/generated/networkx.DiGraph.clear.html
+++ b/reference/classes/generated/networkx.DiGraph.clear.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.clear &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.clear &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.clear';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.clear.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.clear_edges" href="networkx.DiGraph.clear_edges.html" />
     <link rel="prev" title="DiGraph.update" href="networkx.DiGraph.update.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.clear_edges.html b/reference/classes/generated/networkx.DiGraph.clear_edges.html
index cbab1a16..83a7aa68 100644
--- a/reference/classes/generated/networkx.DiGraph.clear_edges.html
+++ b/reference/classes/generated/networkx.DiGraph.clear_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.clear_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.clear_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.clear_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.clear_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.nodes" href="networkx.DiGraph.nodes.html" />
     <link rel="prev" title="DiGraph.clear" href="networkx.DiGraph.clear.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +594,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.copy.html b/reference/classes/generated/networkx.DiGraph.copy.html
index 5e9016e6..3821fb13 100644
--- a/reference/classes/generated/networkx.DiGraph.copy.html
+++ b/reference/classes/generated/networkx.DiGraph.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.copy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.to_undirected" href="networkx.DiGraph.to_undirected.html" />
     <link rel="prev" title="DiGraph.number_of_edges" href="networkx.DiGraph.number_of_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -615,6 +627,15 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -636,15 +657,6 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.degree.html b/reference/classes/generated/networkx.DiGraph.degree.html
index 75874d02..486e0f73 100644
--- a/reference/classes/generated/networkx.DiGraph.degree.html
+++ b/reference/classes/generated/networkx.DiGraph.degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.in_degree" href="networkx.DiGraph.in_degree.html" />
     <link rel="prev" title="DiGraph.__len__" href="networkx.DiGraph.__len__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,15 @@ If a single node is requested, returns the degree of the node as an integer.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +625,6 @@ If a single node is requested, returns the degree of the node as an integer.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.edge_subgraph.html b/reference/classes/generated/networkx.DiGraph.edge_subgraph.html
index ef3e2ab3..d5b0bb70 100644
--- a/reference/classes/generated/networkx.DiGraph.edge_subgraph.html
+++ b/reference/classes/generated/networkx.DiGraph.edge_subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.edge_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.edge_subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.edge_subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.edge_subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.reverse" href="networkx.DiGraph.reverse.html" />
     <link rel="prev" title="DiGraph.subgraph" href="networkx.DiGraph.subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ of the edge or node attributes, use:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ of the edge or node attributes, use:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.edges.html b/reference/classes/generated/networkx.DiGraph.edges.html
index be90f7bd..aaeb62f9 100644
--- a/reference/classes/generated/networkx.DiGraph.edges.html
+++ b/reference/classes/generated/networkx.DiGraph.edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.out_edges" href="networkx.DiGraph.out_edges.html" />
     <link rel="prev" title="DiGraph.__contains__" href="networkx.DiGraph.__contains__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,6 +613,15 @@ For directed graphs this returns the out-edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -622,15 +643,6 @@ For directed graphs this returns the out-edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.get_edge_data.html b/reference/classes/generated/networkx.DiGraph.get_edge_data.html
index 611235ca..292cf06f 100644
--- a/reference/classes/generated/networkx.DiGraph.get_edge_data.html
+++ b/reference/classes/generated/networkx.DiGraph.get_edge_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.get_edge_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.get_edge_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.get_edge_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.get_edge_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.neighbors" href="networkx.DiGraph.neighbors.html" />
     <link rel="prev" title="DiGraph.has_edge" href="networkx.DiGraph.has_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ But it is safe to assign attributes <code class="xref py py-obj docutils literal
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ But it is safe to assign attributes <code class="xref py py-obj docutils literal
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.has_edge.html b/reference/classes/generated/networkx.DiGraph.has_edge.html
index 0eb68985..a4f14f67 100644
--- a/reference/classes/generated/networkx.DiGraph.has_edge.html
+++ b/reference/classes/generated/networkx.DiGraph.has_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.has_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.has_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.has_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.has_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.get_edge_data" href="networkx.DiGraph.get_edge_data.html" />
     <link rel="prev" title="DiGraph.in_edges" href="networkx.DiGraph.in_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ Nodes must be hashable (and not None) Python objects.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ Nodes must be hashable (and not None) Python objects.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.has_node.html b/reference/classes/generated/networkx.DiGraph.has_node.html
index 216047c5..67771c3e 100644
--- a/reference/classes/generated/networkx.DiGraph.has_node.html
+++ b/reference/classes/generated/networkx.DiGraph.has_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.has_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.has_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.has_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.has_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.__contains__" href="networkx.DiGraph.__contains__.html" />
     <link rel="prev" title="DiGraph.__iter__" href="networkx.DiGraph.__iter__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,6 +574,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -583,15 +604,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.in_degree.html b/reference/classes/generated/networkx.DiGraph.in_degree.html
index a4fe1a8b..350d1032 100644
--- a/reference/classes/generated/networkx.DiGraph.in_degree.html
+++ b/reference/classes/generated/networkx.DiGraph.in_degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.in_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.in_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.in_degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.in_degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.out_degree" href="networkx.DiGraph.out_degree.html" />
     <link rel="prev" title="DiGraph.degree" href="networkx.DiGraph.degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ The degree is the sum of the edge weights adjacent to the node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ The degree is the sum of the edge weights adjacent to the node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.in_edges.html b/reference/classes/generated/networkx.DiGraph.in_edges.html
index d247064a..c306c063 100644
--- a/reference/classes/generated/networkx.DiGraph.in_edges.html
+++ b/reference/classes/generated/networkx.DiGraph.in_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.in_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.in_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.in_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.in_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.has_edge" href="networkx.DiGraph.has_edge.html" />
     <link rel="prev" title="DiGraph.out_edges" href="networkx.DiGraph.out_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ attribute lookup as <code class="xref py py-obj docutils literal notranslate"><s
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ attribute lookup as <code class="xref py py-obj docutils literal notranslate"><s
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.nbunch_iter.html b/reference/classes/generated/networkx.DiGraph.nbunch_iter.html
index a03e182f..8fe15424 100644
--- a/reference/classes/generated/networkx.DiGraph.nbunch_iter.html
+++ b/reference/classes/generated/networkx.DiGraph.nbunch_iter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.nbunch_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.nbunch_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.nbunch_iter';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.nbunch_iter.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.order" href="networkx.DiGraph.order.html" />
     <link rel="prev" title="DiGraph.adjacency" href="networkx.DiGraph.adjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ nbunch is not hashable, a <a class="reference internal" href="../../exceptions.h
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ nbunch is not hashable, a <a class="reference internal" href="../../exceptions.h
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.neighbors.html b/reference/classes/generated/networkx.DiGraph.neighbors.html
index 646cfec8..59a89c2f 100644
--- a/reference/classes/generated/networkx.DiGraph.neighbors.html
+++ b/reference/classes/generated/networkx.DiGraph.neighbors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.neighbors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.adj" href="networkx.DiGraph.adj.html" />
     <link rel="prev" title="DiGraph.get_edge_data" href="networkx.DiGraph.get_edge_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -567,6 +579,15 @@ edge from n to m.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +609,6 @@ edge from n to m.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.nodes.html b/reference/classes/generated/networkx.DiGraph.nodes.html
index c1774e78..0c17fc7a 100644
--- a/reference/classes/generated/networkx.DiGraph.nodes.html
+++ b/reference/classes/generated/networkx.DiGraph.nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.__iter__" href="networkx.DiGraph.__iter__.html" />
     <link rel="prev" title="DiGraph.clear_edges" href="networkx.DiGraph.clear_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ to guarantee the value is never None:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ to guarantee the value is never None:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.number_of_edges.html b/reference/classes/generated/networkx.DiGraph.number_of_edges.html
index 5250bf67..2b2b099e 100644
--- a/reference/classes/generated/networkx.DiGraph.number_of_edges.html
+++ b/reference/classes/generated/networkx.DiGraph.number_of_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.number_of_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.number_of_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.number_of_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.number_of_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.copy" href="networkx.DiGraph.copy.html" />
     <link rel="prev" title="DiGraph.size" href="networkx.DiGraph.size.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ directed edges from <code class="xref py py-obj docutils literal notranslate"><s
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ directed edges from <code class="xref py py-obj docutils literal notranslate"><s
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.number_of_nodes.html b/reference/classes/generated/networkx.DiGraph.number_of_nodes.html
index 121bc425..dcf93184 100644
--- a/reference/classes/generated/networkx.DiGraph.number_of_nodes.html
+++ b/reference/classes/generated/networkx.DiGraph.number_of_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.number_of_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.number_of_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.number_of_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.number_of_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.__len__" href="networkx.DiGraph.__len__.html" />
     <link rel="prev" title="DiGraph.order" href="networkx.DiGraph.order.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.order.html b/reference/classes/generated/networkx.DiGraph.order.html
index 11309768..63319b4b 100644
--- a/reference/classes/generated/networkx.DiGraph.order.html
+++ b/reference/classes/generated/networkx.DiGraph.order.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.order &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.order &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.order';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.order.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.number_of_nodes" href="networkx.DiGraph.number_of_nodes.html" />
     <link rel="prev" title="DiGraph.nbunch_iter" href="networkx.DiGraph.nbunch_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.out_degree.html b/reference/classes/generated/networkx.DiGraph.out_degree.html
index a66a6691..02305f22 100644
--- a/reference/classes/generated/networkx.DiGraph.out_degree.html
+++ b/reference/classes/generated/networkx.DiGraph.out_degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.out_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.out_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.out_degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.out_degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.size" href="networkx.DiGraph.size.html" />
     <link rel="prev" title="DiGraph.in_degree" href="networkx.DiGraph.in_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ The degree is the sum of the edge weights adjacent to the node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ The degree is the sum of the edge weights adjacent to the node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.out_edges.html b/reference/classes/generated/networkx.DiGraph.out_edges.html
index d5a3f908..a5a3e3a7 100644
--- a/reference/classes/generated/networkx.DiGraph.out_edges.html
+++ b/reference/classes/generated/networkx.DiGraph.out_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.out_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.out_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.out_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.out_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.in_edges" href="networkx.DiGraph.in_edges.html" />
     <link rel="prev" title="DiGraph.edges" href="networkx.DiGraph.edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,6 +613,15 @@ For directed graphs this returns the out-edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -622,15 +643,6 @@ For directed graphs this returns the out-edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.pred.html b/reference/classes/generated/networkx.DiGraph.pred.html
index c90e275f..d68eb6c1 100644
--- a/reference/classes/generated/networkx.DiGraph.pred.html
+++ b/reference/classes/generated/networkx.DiGraph.pred.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.pred &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.pred &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.pred';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.pred.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.adjacency" href="networkx.DiGraph.adjacency.html" />
     <link rel="prev" title="DiGraph.predecessors" href="networkx.DiGraph.predecessors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -551,6 +563,15 @@ A default can be set via a <code class="xref py py-obj docutils literal notransl
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -572,15 +593,6 @@ A default can be set via a <code class="xref py py-obj docutils literal notransl
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.predecessors.html b/reference/classes/generated/networkx.DiGraph.predecessors.html
index 5fd576f1..678bffff 100644
--- a/reference/classes/generated/networkx.DiGraph.predecessors.html
+++ b/reference/classes/generated/networkx.DiGraph.predecessors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.predecessors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.predecessors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.predecessors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.predecessors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.pred" href="networkx.DiGraph.pred.html" />
     <link rel="prev" title="DiGraph.succ" href="networkx.DiGraph.succ.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -565,6 +577,15 @@ edge from m to n.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -586,15 +607,6 @@ edge from m to n.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.remove_edge.html b/reference/classes/generated/networkx.DiGraph.remove_edge.html
index dd7335a8..8a35126a 100644
--- a/reference/classes/generated/networkx.DiGraph.remove_edge.html
+++ b/reference/classes/generated/networkx.DiGraph.remove_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.remove_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.remove_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.remove_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.remove_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.remove_edges_from" href="networkx.DiGraph.remove_edges_from.html" />
     <link rel="prev" title="DiGraph.add_weighted_edges_from" href="networkx.DiGraph.add_weighted_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -574,6 +586,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -595,15 +616,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.remove_edges_from.html b/reference/classes/generated/networkx.DiGraph.remove_edges_from.html
index 833a54c6..d6d5af60 100644
--- a/reference/classes/generated/networkx.DiGraph.remove_edges_from.html
+++ b/reference/classes/generated/networkx.DiGraph.remove_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.remove_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.remove_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.remove_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.remove_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.update" href="networkx.DiGraph.update.html" />
     <link rel="prev" title="DiGraph.remove_edge" href="networkx.DiGraph.remove_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -573,6 +585,15 @@ from the graph. The edges can be:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -594,15 +615,6 @@ from the graph. The edges can be:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.remove_node.html b/reference/classes/generated/networkx.DiGraph.remove_node.html
index 4ab1b40f..fbc2dac2 100644
--- a/reference/classes/generated/networkx.DiGraph.remove_node.html
+++ b/reference/classes/generated/networkx.DiGraph.remove_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.remove_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.remove_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.remove_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.remove_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.remove_nodes_from" href="networkx.DiGraph.remove_nodes_from.html" />
     <link rel="prev" title="DiGraph.add_nodes_from" href="networkx.DiGraph.add_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -574,6 +586,15 @@ Attempting to remove a non-existent node will raise an exception.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -595,15 +616,6 @@ Attempting to remove a non-existent node will raise an exception.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.remove_nodes_from.html b/reference/classes/generated/networkx.DiGraph.remove_nodes_from.html
index 33ef243c..5e46a19b 100644
--- a/reference/classes/generated/networkx.DiGraph.remove_nodes_from.html
+++ b/reference/classes/generated/networkx.DiGraph.remove_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.remove_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.remove_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.remove_nodes_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.remove_nodes_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.add_edge" href="networkx.DiGraph.add_edge.html" />
     <link rel="prev" title="DiGraph.remove_node" href="networkx.DiGraph.remove_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.reverse.html b/reference/classes/generated/networkx.DiGraph.reverse.html
index eb0bff8d..49fb36bb 100644
--- a/reference/classes/generated/networkx.DiGraph.reverse.html
+++ b/reference/classes/generated/networkx.DiGraph.reverse.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.reverse &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.reverse &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.reverse';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.reverse.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph—Undirected graphs with self loops and parallel edges" href="../multigraph.html" />
     <link rel="prev" title="DiGraph.edge_subgraph" href="networkx.DiGraph.edge_subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -555,6 +567,15 @@ the original graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -576,15 +597,6 @@ the original graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.size.html b/reference/classes/generated/networkx.DiGraph.size.html
index 18537279..c9ffefb1 100644
--- a/reference/classes/generated/networkx.DiGraph.size.html
+++ b/reference/classes/generated/networkx.DiGraph.size.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.size &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.size';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.size.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.number_of_edges" href="networkx.DiGraph.number_of_edges.html" />
     <link rel="prev" title="DiGraph.out_degree" href="networkx.DiGraph.out_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ as a weight. If None, then each edge has weight 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ as a weight. If None, then each edge has weight 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.subgraph.html b/reference/classes/generated/networkx.DiGraph.subgraph.html
index 4cee5832..12240556 100644
--- a/reference/classes/generated/networkx.DiGraph.subgraph.html
+++ b/reference/classes/generated/networkx.DiGraph.subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.edge_subgraph" href="networkx.DiGraph.edge_subgraph.html" />
     <link rel="prev" title="DiGraph.to_directed" href="networkx.DiGraph.to_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@ more sense to just create the subgraph as its own graph with code like:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ more sense to just create the subgraph as its own graph with code like:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.succ.html b/reference/classes/generated/networkx.DiGraph.succ.html
index 05b56d8c..63bc869f 100644
--- a/reference/classes/generated/networkx.DiGraph.succ.html
+++ b/reference/classes/generated/networkx.DiGraph.succ.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.succ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.succ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.succ';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.succ.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.predecessors" href="networkx.DiGraph.predecessors.html" />
     <link rel="prev" title="DiGraph.successors" href="networkx.DiGraph.successors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -554,6 +566,15 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -575,15 +596,6 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.successors.html b/reference/classes/generated/networkx.DiGraph.successors.html
index bbd52cf9..e3353775 100644
--- a/reference/classes/generated/networkx.DiGraph.successors.html
+++ b/reference/classes/generated/networkx.DiGraph.successors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.successors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.successors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.successors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.successors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.succ" href="networkx.DiGraph.succ.html" />
     <link rel="prev" title="DiGraph.__getitem__" href="networkx.DiGraph.__getitem__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -567,6 +579,15 @@ edge from n to m.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +609,6 @@ edge from n to m.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.to_directed.html b/reference/classes/generated/networkx.DiGraph.to_directed.html
index 17a84600..38b25895 100644
--- a/reference/classes/generated/networkx.DiGraph.to_directed.html
+++ b/reference/classes/generated/networkx.DiGraph.to_directed.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.to_directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.to_directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.to_directed';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.to_directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.subgraph" href="networkx.DiGraph.subgraph.html" />
     <link rel="prev" title="DiGraph.to_undirected" href="networkx.DiGraph.to_undirected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -580,6 +592,15 @@ DiGraph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -601,15 +622,6 @@ DiGraph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.to_undirected.html b/reference/classes/generated/networkx.DiGraph.to_undirected.html
index fc59eb54..b5668d98 100644
--- a/reference/classes/generated/networkx.DiGraph.to_undirected.html
+++ b/reference/classes/generated/networkx.DiGraph.to_undirected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.to_undirected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.to_undirected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.to_undirected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.to_undirected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.to_directed" href="networkx.DiGraph.to_directed.html" />
     <link rel="prev" title="DiGraph.copy" href="networkx.DiGraph.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,6 +609,15 @@ Graph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@ Graph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.DiGraph.update.html b/reference/classes/generated/networkx.DiGraph.update.html
index e1e91987..47f2980d 100644
--- a/reference/classes/generated/networkx.DiGraph.update.html
+++ b/reference/classes/generated/networkx.DiGraph.update.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>DiGraph.update &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>DiGraph.update &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.DiGraph.update';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.DiGraph.update.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph.clear" href="networkx.DiGraph.clear.html" />
     <link rel="prev" title="DiGraph.remove_edges_from" href="networkx.DiGraph.remove_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,6 +655,15 @@ be slightly different and require tweaks of these examples:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -664,15 +685,6 @@ be slightly different and require tweaks of these examples:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.__contains__.html b/reference/classes/generated/networkx.Graph.__contains__.html
index 2fc84bbc..c430f91c 100644
--- a/reference/classes/generated/networkx.Graph.__contains__.html
+++ b/reference/classes/generated/networkx.Graph.__contains__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.__contains__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.__contains__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.__contains__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.__contains__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.edges" href="networkx.Graph.edges.html" />
     <link rel="prev" title="Graph.has_node" href="networkx.Graph.has_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -549,6 +561,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -570,15 +591,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.__getitem__.html b/reference/classes/generated/networkx.Graph.__getitem__.html
index 7a1a1f69..072be316 100644
--- a/reference/classes/generated/networkx.Graph.__getitem__.html
+++ b/reference/classes/generated/networkx.Graph.__getitem__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.__getitem__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.__getitem__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.__getitem__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.__getitem__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.adjacency" href="networkx.Graph.adjacency.html" />
     <link rel="prev" title="Graph.adj" href="networkx.Graph.adj.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.__init__.html b/reference/classes/generated/networkx.Graph.__init__.html
index d8936d5d..eccfdcd6 100644
--- a/reference/classes/generated/networkx.Graph.__init__.html
+++ b/reference/classes/generated/networkx.Graph.__init__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.__init__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.__init__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.__init__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.__init__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.add_node" href="networkx.Graph.add_node.html" />
     <link rel="prev" title="Graph—Undirected graphs with self loops" href="../graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -576,6 +588,15 @@ SciPy sparse array, or a PyGraphviz graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -597,15 +618,6 @@ SciPy sparse array, or a PyGraphviz graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.__iter__.html b/reference/classes/generated/networkx.Graph.__iter__.html
index 266da33a..538364d4 100644
--- a/reference/classes/generated/networkx.Graph.__iter__.html
+++ b/reference/classes/generated/networkx.Graph.__iter__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.__iter__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.__iter__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.__iter__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.__iter__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.has_node" href="networkx.Graph.has_node.html" />
     <link rel="prev" title="Graph.nodes" href="networkx.Graph.nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -559,6 +571,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +601,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.Graph.__len__.html b/reference/classes/generated/networkx.Graph.__len__.html
index a1c89e68..f8b4ed30 100644
--- a/reference/classes/generated/networkx.Graph.__len__.html
+++ b/reference/classes/generated/networkx.Graph.__len__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.__len__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.__len__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.__len__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.__len__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.degree" href="networkx.Graph.degree.html" />
     <link rel="prev" title="Graph.number_of_nodes" href="networkx.Graph.number_of_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.Graph.add_edge.html b/reference/classes/generated/networkx.Graph.add_edge.html
index 97e6540d..a86a0479 100644
--- a/reference/classes/generated/networkx.Graph.add_edge.html
+++ b/reference/classes/generated/networkx.Graph.add_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.add_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.add_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.add_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.add_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.add_edges_from" href="networkx.Graph.add_edges_from.html" />
     <link rel="prev" title="Graph.remove_nodes_from" href="networkx.Graph.remove_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ an edge attribute (by default <code class="xref py py-obj docutils literal notra
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ an edge attribute (by default <code class="xref py py-obj docutils literal notra
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.add_edges_from.html b/reference/classes/generated/networkx.Graph.add_edges_from.html
index a266f8b0..00ec4233 100644
--- a/reference/classes/generated/networkx.Graph.add_edges_from.html
+++ b/reference/classes/generated/networkx.Graph.add_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.add_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.add_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.add_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.add_weighted_edges_from" href="networkx.Graph.add_weighted_edges_from.html" />
     <link rel="prev" title="Graph.add_edge" href="networkx.Graph.add_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,6 +610,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -619,15 +640,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.add_node.html b/reference/classes/generated/networkx.Graph.add_node.html
index 17680514..84a89c09 100644
--- a/reference/classes/generated/networkx.Graph.add_node.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.add_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.add_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.add_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.add_nodes_from" href="networkx.Graph.add_nodes_from.html" />
     <link rel="prev" title="Graph.__init__" href="networkx.Graph.__init__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@ doesn’t change on mutables.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@ doesn’t change on mutables.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.add_nodes_from.html b/reference/classes/generated/networkx.Graph.add_nodes_from.html
index d26876ab..3d10973d 100644
--- a/reference/classes/generated/networkx.Graph.add_nodes_from.html
+++ b/reference/classes/generated/networkx.Graph.add_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.add_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.add_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.add_nodes_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.add_nodes_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.remove_node" href="networkx.Graph.remove_node.html" />
     <link rel="prev" title="Graph.add_node" href="networkx.Graph.add_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.add_weighted_edges_from.html b/reference/classes/generated/networkx.Graph.add_weighted_edges_from.html
index 287591ad..7d69dbd7 100644
--- a/reference/classes/generated/networkx.Graph.add_weighted_edges_from.html
+++ b/reference/classes/generated/networkx.Graph.add_weighted_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.add_weighted_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.add_weighted_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.add_weighted_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.add_weighted_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.remove_edge" href="networkx.Graph.remove_edge.html" />
     <link rel="prev" title="Graph.add_edges_from" href="networkx.Graph.add_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.adj.html b/reference/classes/generated/networkx.Graph.adj.html
index 4189d394..5e259da6 100644
--- a/reference/classes/generated/networkx.Graph.adj.html
+++ b/reference/classes/generated/networkx.Graph.adj.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.adj &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.adj &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.adj';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.adj.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.__getitem__" href="networkx.Graph.__getitem__.html" />
     <link rel="prev" title="Graph.neighbors" href="networkx.Graph.neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +594,6 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.adjacency.html b/reference/classes/generated/networkx.Graph.adjacency.html
index 28057f4e..cde181f8 100644
--- a/reference/classes/generated/networkx.Graph.adjacency.html
+++ b/reference/classes/generated/networkx.Graph.adjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.adjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.adjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.adjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.adjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.nbunch_iter" href="networkx.Graph.nbunch_iter.html" />
     <link rel="prev" title="Graph.__getitem__" href="networkx.Graph.__getitem__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -559,6 +571,15 @@ the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +601,6 @@ the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.clear.html b/reference/classes/generated/networkx.Graph.clear.html
index ed681c3b..007b7863 100644
--- a/reference/classes/generated/networkx.Graph.clear.html
+++ b/reference/classes/generated/networkx.Graph.clear.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.clear &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.clear &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.clear';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.clear.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.clear_edges" href="networkx.Graph.clear_edges.html" />
     <link rel="prev" title="Graph.update" href="networkx.Graph.update.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.clear_edges.html b/reference/classes/generated/networkx.Graph.clear_edges.html
index e2d786a3..944b1639 100644
--- a/reference/classes/generated/networkx.Graph.clear_edges.html
+++ b/reference/classes/generated/networkx.Graph.clear_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.clear_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.clear_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.clear_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.clear_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.nodes" href="networkx.Graph.nodes.html" />
     <link rel="prev" title="Graph.clear" href="networkx.Graph.clear.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +594,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.copy.html b/reference/classes/generated/networkx.Graph.copy.html
index 98857b4a..cb7164b7 100644
--- a/reference/classes/generated/networkx.Graph.copy.html
+++ b/reference/classes/generated/networkx.Graph.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.copy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.to_undirected" href="networkx.Graph.to_undirected.html" />
     <link rel="prev" title="Graph.number_of_edges" href="networkx.Graph.number_of_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -615,6 +627,15 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -636,15 +657,6 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.degree.html b/reference/classes/generated/networkx.Graph.degree.html
index 1ef06e5b..91d4cb6f 100644
--- a/reference/classes/generated/networkx.Graph.degree.html
+++ b/reference/classes/generated/networkx.Graph.degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.size" href="networkx.Graph.size.html" />
     <link rel="prev" title="Graph.__len__" href="networkx.Graph.__len__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -576,6 +588,15 @@ If a single node is requested, returns the degree of the node as an integer.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -597,15 +618,6 @@ If a single node is requested, returns the degree of the node as an integer.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.edge_subgraph.html b/reference/classes/generated/networkx.Graph.edge_subgraph.html
index cc782b58..736ced60 100644
--- a/reference/classes/generated/networkx.Graph.edge_subgraph.html
+++ b/reference/classes/generated/networkx.Graph.edge_subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.edge_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.edge_subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.edge_subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.edge_subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="DiGraph—Directed graphs with self loops" href="../digraph.html" />
     <link rel="prev" title="Graph.subgraph" href="networkx.Graph.subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ of the edge or node attributes, use:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ of the edge or node attributes, use:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.edges.html b/reference/classes/generated/networkx.Graph.edges.html
index ce2181c1..a8a23363 100644
--- a/reference/classes/generated/networkx.Graph.edges.html
+++ b/reference/classes/generated/networkx.Graph.edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.has_edge" href="networkx.Graph.has_edge.html" />
     <link rel="prev" title="Graph.__contains__" href="networkx.Graph.__contains__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@ For directed graphs this returns the out-edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ For directed graphs this returns the out-edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.get_edge_data.html b/reference/classes/generated/networkx.Graph.get_edge_data.html
index 0547d4da..7d85823a 100644
--- a/reference/classes/generated/networkx.Graph.get_edge_data.html
+++ b/reference/classes/generated/networkx.Graph.get_edge_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.get_edge_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.get_edge_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.get_edge_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.get_edge_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.neighbors" href="networkx.Graph.neighbors.html" />
     <link rel="prev" title="Graph.has_edge" href="networkx.Graph.has_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ But it is safe to assign attributes <code class="xref py py-obj docutils literal
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ But it is safe to assign attributes <code class="xref py py-obj docutils literal
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.has_edge.html b/reference/classes/generated/networkx.Graph.has_edge.html
index cfe16c7b..2b7ee3ac 100644
--- a/reference/classes/generated/networkx.Graph.has_edge.html
+++ b/reference/classes/generated/networkx.Graph.has_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.has_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.has_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.has_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.has_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.get_edge_data" href="networkx.Graph.get_edge_data.html" />
     <link rel="prev" title="Graph.edges" href="networkx.Graph.edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ Nodes must be hashable (and not None) Python objects.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ Nodes must be hashable (and not None) Python objects.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.has_node.html b/reference/classes/generated/networkx.Graph.has_node.html
index 1ae205a5..25fad48e 100644
--- a/reference/classes/generated/networkx.Graph.has_node.html
+++ b/reference/classes/generated/networkx.Graph.has_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.has_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.has_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.has_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.has_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.__contains__" href="networkx.Graph.__contains__.html" />
     <link rel="prev" title="Graph.__iter__" href="networkx.Graph.__iter__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,6 +574,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -583,15 +604,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.nbunch_iter.html b/reference/classes/generated/networkx.Graph.nbunch_iter.html
index 94cdfc7f..c611f5e7 100644
--- a/reference/classes/generated/networkx.Graph.nbunch_iter.html
+++ b/reference/classes/generated/networkx.Graph.nbunch_iter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.nbunch_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.nbunch_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.nbunch_iter';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.nbunch_iter.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.order" href="networkx.Graph.order.html" />
     <link rel="prev" title="Graph.adjacency" href="networkx.Graph.adjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ nbunch is not hashable, a <a class="reference internal" href="../../exceptions.h
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ nbunch is not hashable, a <a class="reference internal" href="../../exceptions.h
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.neighbors.html b/reference/classes/generated/networkx.Graph.neighbors.html
index e346e709..10c39e42 100644
--- a/reference/classes/generated/networkx.Graph.neighbors.html
+++ b/reference/classes/generated/networkx.Graph.neighbors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.neighbors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.neighbors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.adj" href="networkx.Graph.adj.html" />
     <link rel="prev" title="Graph.get_edge_data" href="networkx.Graph.get_edge_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.nodes.html b/reference/classes/generated/networkx.Graph.nodes.html
index 64589676..3fd9a18c 100644
--- a/reference/classes/generated/networkx.Graph.nodes.html
+++ b/reference/classes/generated/networkx.Graph.nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.__iter__" href="networkx.Graph.__iter__.html" />
     <link rel="prev" title="Graph.clear_edges" href="networkx.Graph.clear_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ to guarantee the value is never None:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ to guarantee the value is never None:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.number_of_edges.html b/reference/classes/generated/networkx.Graph.number_of_edges.html
index f9e174f2..73c5f4ec 100644
--- a/reference/classes/generated/networkx.Graph.number_of_edges.html
+++ b/reference/classes/generated/networkx.Graph.number_of_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.number_of_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.number_of_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.number_of_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.number_of_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.copy" href="networkx.Graph.copy.html" />
     <link rel="prev" title="Graph.size" href="networkx.Graph.size.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ directed edges from <code class="xref py py-obj docutils literal notranslate"><s
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ directed edges from <code class="xref py py-obj docutils literal notranslate"><s
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.number_of_nodes.html b/reference/classes/generated/networkx.Graph.number_of_nodes.html
index 81c1b7aa..a98f22f8 100644
--- a/reference/classes/generated/networkx.Graph.number_of_nodes.html
+++ b/reference/classes/generated/networkx.Graph.number_of_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.number_of_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.number_of_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.number_of_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.number_of_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.__len__" href="networkx.Graph.__len__.html" />
     <link rel="prev" title="Graph.order" href="networkx.Graph.order.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.order.html b/reference/classes/generated/networkx.Graph.order.html
index 3f8fab41..89a9486d 100644
--- a/reference/classes/generated/networkx.Graph.order.html
+++ b/reference/classes/generated/networkx.Graph.order.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.order &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.order &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.order';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.order.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.number_of_nodes" href="networkx.Graph.number_of_nodes.html" />
     <link rel="prev" title="Graph.nbunch_iter" href="networkx.Graph.nbunch_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.remove_edge.html b/reference/classes/generated/networkx.Graph.remove_edge.html
index 2e412b61..df427633 100644
--- a/reference/classes/generated/networkx.Graph.remove_edge.html
+++ b/reference/classes/generated/networkx.Graph.remove_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.remove_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.remove_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.remove_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.remove_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.remove_edges_from" href="networkx.Graph.remove_edges_from.html" />
     <link rel="prev" title="Graph.add_weighted_edges_from" href="networkx.Graph.add_weighted_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -573,6 +585,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -594,15 +615,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.remove_edges_from.html b/reference/classes/generated/networkx.Graph.remove_edges_from.html
index f735f78d..4feeb7ea 100644
--- a/reference/classes/generated/networkx.Graph.remove_edges_from.html
+++ b/reference/classes/generated/networkx.Graph.remove_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.remove_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.remove_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.remove_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.remove_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.update" href="networkx.Graph.update.html" />
     <link rel="prev" title="Graph.remove_edge" href="networkx.Graph.remove_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -573,6 +585,15 @@ from the graph. The edges can be:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -594,15 +615,6 @@ from the graph. The edges can be:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.remove_node.html b/reference/classes/generated/networkx.Graph.remove_node.html
index 925ca0fe..1e58b416 100644
--- a/reference/classes/generated/networkx.Graph.remove_node.html
+++ b/reference/classes/generated/networkx.Graph.remove_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.remove_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.remove_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.remove_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.remove_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.remove_nodes_from" href="networkx.Graph.remove_nodes_from.html" />
     <link rel="prev" title="Graph.add_nodes_from" href="networkx.Graph.add_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -574,6 +586,15 @@ Attempting to remove a non-existent node will raise an exception.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -595,15 +616,6 @@ Attempting to remove a non-existent node will raise an exception.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.remove_nodes_from.html b/reference/classes/generated/networkx.Graph.remove_nodes_from.html
index 1ff5a4ec..d6bf1915 100644
--- a/reference/classes/generated/networkx.Graph.remove_nodes_from.html
+++ b/reference/classes/generated/networkx.Graph.remove_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.remove_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.remove_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.remove_nodes_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.remove_nodes_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.add_edge" href="networkx.Graph.add_edge.html" />
     <link rel="prev" title="Graph.remove_node" href="networkx.Graph.remove_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.size.html b/reference/classes/generated/networkx.Graph.size.html
index 9bd84da0..1232952b 100644
--- a/reference/classes/generated/networkx.Graph.size.html
+++ b/reference/classes/generated/networkx.Graph.size.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.size &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.size';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.size.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.number_of_edges" href="networkx.Graph.number_of_edges.html" />
     <link rel="prev" title="Graph.degree" href="networkx.Graph.degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ as a weight. If None, then each edge has weight 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ as a weight. If None, then each edge has weight 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.subgraph.html b/reference/classes/generated/networkx.Graph.subgraph.html
index ad891440..43c8d268 100644
--- a/reference/classes/generated/networkx.Graph.subgraph.html
+++ b/reference/classes/generated/networkx.Graph.subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.edge_subgraph" href="networkx.Graph.edge_subgraph.html" />
     <link rel="prev" title="Graph.to_directed" href="networkx.Graph.to_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@ more sense to just create the subgraph as its own graph with code like:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ more sense to just create the subgraph as its own graph with code like:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.to_directed.html b/reference/classes/generated/networkx.Graph.to_directed.html
index 10794684..dbded765 100644
--- a/reference/classes/generated/networkx.Graph.to_directed.html
+++ b/reference/classes/generated/networkx.Graph.to_directed.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.to_directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.to_directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.to_directed';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.to_directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.subgraph" href="networkx.Graph.subgraph.html" />
     <link rel="prev" title="Graph.to_undirected" href="networkx.Graph.to_undirected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -580,6 +592,15 @@ DiGraph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -601,15 +622,6 @@ DiGraph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.to_undirected.html b/reference/classes/generated/networkx.Graph.to_undirected.html
index 8edc7e98..01dc8e04 100644
--- a/reference/classes/generated/networkx.Graph.to_undirected.html
+++ b/reference/classes/generated/networkx.Graph.to_undirected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.to_undirected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.to_undirected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.to_undirected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.to_undirected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.to_directed" href="networkx.Graph.to_directed.html" />
     <link rel="prev" title="Graph.copy" href="networkx.Graph.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ Graph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ Graph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.Graph.update.html b/reference/classes/generated/networkx.Graph.update.html
index fdb55adc..0a828ebf 100644
--- a/reference/classes/generated/networkx.Graph.update.html
+++ b/reference/classes/generated/networkx.Graph.update.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph.update &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph.update &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.Graph.update';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.update.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Graph.clear" href="networkx.Graph.clear.html" />
     <link rel="prev" title="Graph.remove_edges_from" href="networkx.Graph.remove_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,6 +655,15 @@ be slightly different and require tweaks of these examples:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -664,15 +685,6 @@ be slightly different and require tweaks of these examples:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.__contains__.html b/reference/classes/generated/networkx.MultiDiGraph.__contains__.html
index 7c31d327..1420ae6e 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.__contains__.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.__contains__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.__contains__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.__contains__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.__contains__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.__contains__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.edges" href="networkx.MultiDiGraph.edges.html" />
     <link rel="prev" title="MultiDiGraph.has_node" href="networkx.MultiDiGraph.has_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -549,6 +561,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -570,15 +591,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.__getitem__.html b/reference/classes/generated/networkx.MultiDiGraph.__getitem__.html
index 2a69b6ff..694cccb6 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.__getitem__.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.__getitem__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.__getitem__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.__getitem__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.__getitem__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.__getitem__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.successors" href="networkx.MultiDiGraph.successors.html" />
     <link rel="prev" title="MultiDiGraph.adj" href="networkx.MultiDiGraph.adj.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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-    <title>MultiDiGraph.__init__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.__init__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="MultiDiGraph—Directed graphs with self loops and parallel edges" href="../multidigraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
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diff --git a/reference/classes/generated/networkx.MultiDiGraph.__iter__.html b/reference/classes/generated/networkx.MultiDiGraph.__iter__.html
index 03ef660e..dad01386 100644
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-    <title>MultiDiGraph.__iter__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.__iter__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.__iter__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="MultiDiGraph.nodes" href="networkx.MultiDiGraph.nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +601,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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diff --git a/reference/classes/generated/networkx.MultiDiGraph.__len__.html b/reference/classes/generated/networkx.MultiDiGraph.__len__.html
index cac59723..fad8d3c6 100644
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-    <title>MultiDiGraph.__len__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.__len__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="MultiDiGraph.number_of_nodes" href="networkx.MultiDiGraph.number_of_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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diff --git a/reference/classes/generated/networkx.MultiDiGraph.add_edge.html b/reference/classes/generated/networkx.MultiDiGraph.add_edge.html
index 0c05138e..4341ead0 100644
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-    <title>MultiDiGraph.add_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.add_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="MultiDiGraph.remove_nodes_from" href="networkx.MultiDiGraph.remove_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -606,6 +618,15 @@ providing a custom <a class="reference internal" href="networkx.MultiDiGraph.new
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -627,15 +648,6 @@ providing a custom <a class="reference internal" href="networkx.MultiDiGraph.new
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.MultiDiGraph.add_edges_from.html b/reference/classes/generated/networkx.MultiDiGraph.add_edges_from.html
index fb806968..d86e4401 100644
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-    <title>MultiDiGraph.add_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.add_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="MultiDiGraph.add_edge" href="networkx.MultiDiGraph.add_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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@@ -613,6 +625,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -634,15 +655,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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 </div>
 
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index 159483a9..6c877dbb 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.add_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.add_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.add_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.add_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.add_nodes_from" href="networkx.MultiDiGraph.add_nodes_from.html" />
     <link rel="prev" title="MultiDiGraph.__init__" href="networkx.MultiDiGraph.__init__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@ doesn’t change on mutables.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@ doesn’t change on mutables.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.add_nodes_from.html b/reference/classes/generated/networkx.MultiDiGraph.add_nodes_from.html
index b082937f..5532b186 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.add_nodes_from.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.add_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.add_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.add_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.add_nodes_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.add_nodes_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.remove_node" href="networkx.MultiDiGraph.remove_node.html" />
     <link rel="prev" title="MultiDiGraph.add_node" href="networkx.MultiDiGraph.add_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.add_weighted_edges_from.html b/reference/classes/generated/networkx.MultiDiGraph.add_weighted_edges_from.html
index ac157752..c1025f36 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.add_weighted_edges_from.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.add_weighted_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.add_weighted_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.add_weighted_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.add_weighted_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.add_weighted_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.new_edge_key" href="networkx.MultiDiGraph.new_edge_key.html" />
     <link rel="prev" title="MultiDiGraph.add_edges_from" href="networkx.MultiDiGraph.add_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.adj.html b/reference/classes/generated/networkx.MultiDiGraph.adj.html
index 3fac22f5..3d9df988 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.adj.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.adj.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.adj &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.adj &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.adj';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.adj.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.__getitem__" href="networkx.MultiDiGraph.__getitem__.html" />
     <link rel="prev" title="MultiDiGraph.neighbors" href="networkx.MultiDiGraph.neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +594,6 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.adjacency.html b/reference/classes/generated/networkx.MultiDiGraph.adjacency.html
index b799d1bd..03232027 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.adjacency.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.adjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.adjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.adjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.adjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.adjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.nbunch_iter" href="networkx.MultiDiGraph.nbunch_iter.html" />
-    <link rel="prev" title="MultiDiGraph.predecessors" href="networkx.MultiDiGraph.predecessors.html" />
+    <link rel="prev" title="MultiDiGraph.pred" href="networkx.MultiDiGraph.pred.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -559,6 +571,15 @@ the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +601,6 @@ the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.clear.html b/reference/classes/generated/networkx.MultiDiGraph.clear.html
index e532386d..0ce42e3a 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.clear.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.clear.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.clear &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.clear &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.clear';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.clear.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.clear_edges" href="networkx.MultiDiGraph.clear_edges.html" />
     <link rel="prev" title="MultiDiGraph.update" href="networkx.MultiDiGraph.update.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.clear_edges.html b/reference/classes/generated/networkx.MultiDiGraph.clear_edges.html
index ae525fef..c16ff948 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.clear_edges.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.clear_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.clear_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.clear_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.clear_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.clear_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.nodes" href="networkx.MultiDiGraph.nodes.html" />
     <link rel="prev" title="MultiDiGraph.clear" href="networkx.MultiDiGraph.clear.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +594,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.copy.html b/reference/classes/generated/networkx.MultiDiGraph.copy.html
index 48c5605e..a1b0bf62 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.copy.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.copy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.to_undirected" href="networkx.MultiDiGraph.to_undirected.html" />
     <link rel="prev" title="MultiDiGraph.number_of_edges" href="networkx.MultiDiGraph.number_of_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -615,6 +627,15 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -636,15 +657,6 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.degree.html b/reference/classes/generated/networkx.MultiDiGraph.degree.html
index b7891806..564e61fc 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.degree.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.in_degree" href="networkx.MultiDiGraph.in_degree.html" />
     <link rel="prev" title="MultiDiGraph.__len__" href="networkx.MultiDiGraph.__len__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -587,6 +599,15 @@ If a single node is requested, returns the degree of the node as an integer.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -608,15 +629,6 @@ If a single node is requested, returns the degree of the node as an integer.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.edge_subgraph.html b/reference/classes/generated/networkx.MultiDiGraph.edge_subgraph.html
index 57482266..f9ea5210 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.edge_subgraph.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.edge_subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.edge_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.edge_subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.edge_subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.edge_subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.reverse" href="networkx.MultiDiGraph.reverse.html" />
     <link rel="prev" title="MultiDiGraph.subgraph" href="networkx.MultiDiGraph.subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ of the edge or node attributes, use:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ of the edge or node attributes, use:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.edges.html b/reference/classes/generated/networkx.MultiDiGraph.edges.html
index e30c9061..db4fd77a 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.edges.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.out_edges" href="networkx.MultiDiGraph.out_edges.html" />
     <link rel="prev" title="MultiDiGraph.__contains__" href="networkx.MultiDiGraph.__contains__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -619,6 +631,15 @@ For directed graphs this returns the out-edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@ For directed graphs this returns the out-edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.get_edge_data.html b/reference/classes/generated/networkx.MultiDiGraph.get_edge_data.html
index 57c86063..8734bff3 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.get_edge_data.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.get_edge_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.get_edge_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.get_edge_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.get_edge_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.get_edge_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.neighbors" href="networkx.MultiDiGraph.neighbors.html" />
     <link rel="prev" title="MultiDiGraph.has_edge" href="networkx.MultiDiGraph.has_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ to assign to the edge data associated with an edge.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ to assign to the edge data associated with an edge.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.has_edge.html b/reference/classes/generated/networkx.MultiDiGraph.has_edge.html
index 1569db76..7fbae62e 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.has_edge.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.has_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.has_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.has_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.has_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.has_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.get_edge_data" href="networkx.MultiDiGraph.get_edge_data.html" />
     <link rel="prev" title="MultiDiGraph.in_edges" href="networkx.MultiDiGraph.in_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ or an edge tuple (u, v, key).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ or an edge tuple (u, v, key).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.has_node.html b/reference/classes/generated/networkx.MultiDiGraph.has_node.html
index a4f250f3..9a94d726 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.has_node.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.has_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.has_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.has_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.has_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.has_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.__contains__" href="networkx.MultiDiGraph.__contains__.html" />
     <link rel="prev" title="MultiDiGraph.__iter__" href="networkx.MultiDiGraph.__iter__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,6 +574,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -583,15 +604,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.in_degree.html b/reference/classes/generated/networkx.MultiDiGraph.in_degree.html
index 8ad7b9d1..87d75780 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.in_degree.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.in_degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.in_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.in_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.in_degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.in_degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.out_degree" href="networkx.MultiDiGraph.out_degree.html" />
     <link rel="prev" title="MultiDiGraph.degree" href="networkx.MultiDiGraph.degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -589,6 +601,15 @@ The degree is the sum of the edge weights adjacent to the node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -610,15 +631,6 @@ The degree is the sum of the edge weights adjacent to the node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.in_edges.html b/reference/classes/generated/networkx.MultiDiGraph.in_edges.html
index ca700539..debeda37 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.in_edges.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.in_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.in_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.in_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.in_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.in_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.has_edge" href="networkx.MultiDiGraph.has_edge.html" />
     <link rel="prev" title="MultiDiGraph.out_edges" href="networkx.MultiDiGraph.out_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -576,6 +588,15 @@ used for attribute lookup as <code class="xref py py-obj docutils literal notran
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -597,15 +618,6 @@ used for attribute lookup as <code class="xref py py-obj docutils literal notran
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.nbunch_iter.html b/reference/classes/generated/networkx.MultiDiGraph.nbunch_iter.html
index 1a37e246..6d1d3a62 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.nbunch_iter.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.nbunch_iter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.nbunch_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.nbunch_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.nbunch_iter';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.nbunch_iter.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.order" href="networkx.MultiDiGraph.order.html" />
     <link rel="prev" title="MultiDiGraph.adjacency" href="networkx.MultiDiGraph.adjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ nbunch is not hashable, a <a class="reference internal" href="../../exceptions.h
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ nbunch is not hashable, a <a class="reference internal" href="../../exceptions.h
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.neighbors.html b/reference/classes/generated/networkx.MultiDiGraph.neighbors.html
index d56617ea..2606ec37 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.neighbors.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.neighbors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.neighbors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.neighbors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.adj" href="networkx.MultiDiGraph.adj.html" />
     <link rel="prev" title="MultiDiGraph.get_edge_data" href="networkx.MultiDiGraph.get_edge_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -567,6 +579,15 @@ edge from n to m.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +609,6 @@ edge from n to m.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.new_edge_key.html b/reference/classes/generated/networkx.MultiDiGraph.new_edge_key.html
index f0853602..f93285f8 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.new_edge_key.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.new_edge_key.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.new_edge_key &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.new_edge_key &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.new_edge_key';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.new_edge_key.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.remove_edge" href="networkx.MultiDiGraph.remove_edge.html" />
     <link rel="prev" title="MultiDiGraph.add_weighted_edges_from" href="networkx.MultiDiGraph.add_weighted_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -561,6 +573,15 @@ further new_edge_keys may not be in this order.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -582,15 +603,6 @@ further new_edge_keys may not be in this order.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.nodes.html b/reference/classes/generated/networkx.MultiDiGraph.nodes.html
index f48c5b4d..f727f154 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.nodes.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.__iter__" href="networkx.MultiDiGraph.__iter__.html" />
     <link rel="prev" title="MultiDiGraph.clear_edges" href="networkx.MultiDiGraph.clear_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ to guarantee the value is never None:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ to guarantee the value is never None:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.number_of_edges.html b/reference/classes/generated/networkx.MultiDiGraph.number_of_edges.html
index 5a4d8236..de11042c 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.number_of_edges.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.number_of_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.number_of_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.number_of_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.number_of_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.number_of_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.copy" href="networkx.MultiDiGraph.copy.html" />
     <link rel="prev" title="MultiDiGraph.size" href="networkx.MultiDiGraph.size.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@ of directed edges from <code class="xref py py-obj docutils literal notranslate"
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ of directed edges from <code class="xref py py-obj docutils literal notranslate"
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.number_of_nodes.html b/reference/classes/generated/networkx.MultiDiGraph.number_of_nodes.html
index 3357c953..0878453a 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.number_of_nodes.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.number_of_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.number_of_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.number_of_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.number_of_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.number_of_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.__len__" href="networkx.MultiDiGraph.__len__.html" />
     <link rel="prev" title="MultiDiGraph.order" href="networkx.MultiDiGraph.order.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.order.html b/reference/classes/generated/networkx.MultiDiGraph.order.html
index 1ca6d339..31a1aa94 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.order.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.order.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.order &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.order &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.order';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.order.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.number_of_nodes" href="networkx.MultiDiGraph.number_of_nodes.html" />
     <link rel="prev" title="MultiDiGraph.nbunch_iter" href="networkx.MultiDiGraph.nbunch_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.out_degree.html b/reference/classes/generated/networkx.MultiDiGraph.out_degree.html
index 692cecc6..11d0d605 100644
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-    <title>MultiDiGraph.out_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.out_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="prev" title="MultiDiGraph.in_degree" href="networkx.MultiDiGraph.in_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -588,6 +600,15 @@ The degree is the sum of the edge weights.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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@@ -609,15 +630,6 @@ The degree is the sum of the edge weights.</p>
 
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diff --git a/reference/classes/generated/networkx.MultiDiGraph.out_edges.html b/reference/classes/generated/networkx.MultiDiGraph.out_edges.html
index 3a2024ec..4e9ceda6 100644
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-    <title>MultiDiGraph.out_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.out_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="MultiDiGraph.edges" href="networkx.MultiDiGraph.edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -619,6 +631,15 @@ For directed graphs this returns the out-edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -640,15 +661,6 @@ For directed graphs this returns the out-edges.</p>
 
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new file mode 100644
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+    <title>MultiDiGraph.pred &#8212; NetworkX 3.1rc1.dev0 documentation</title>
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+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.pred';</script>
+    <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.pred.html" />
+    <link rel="search" type="application/opensearchdescription+xml"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
+          href="../../../_static/opensearch.xml"/>
+    <link rel="index" title="Index" href="../../../genindex.html" />
+    <link rel="search" title="Search" href="../../../search.html" />
+    <link rel="next" title="MultiDiGraph.adjacency" href="networkx.MultiDiGraph.adjacency.html" />
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+<div class="container-fluid version-alert devbar">
+  <div class="row no-gutters">
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+      This page is documentation for a DEVELOPMENT / PRE-RELEASE version.
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+        class="btn version-stable font-weight-bold ml-3 my-3 align-baseline"
+        href="https://networkx.org/documentation/stable/"
+        >Switch to stable version</a
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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+</form>
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+          >current (stable)</a
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+        <ul class="navbar-nav">
+  <li class="mr-2 dropdown">
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+      type="button"
+      class="btn btn-version btn-sm navbar-btn dropdown-toggle"
+      id="dLabelMore"
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+    >
+      v3.1rc1.dev0
+      <span class="caret"></span>
+    </button>
+    <ul class="dropdown-menu" aria-labelledby="dLabelMore">
+      <li>
+        <a href="https://networkx.org/documentation/latest/index.html"
+          >devel (latest)</a
+        >
+      </li>
+      <li>
+        <a href="https://networkx.org/documentation/stable/index.html"
+          >current (stable)</a
+        >
+      </li>
+    </ul>
+  </li>
+</ul>
+      </div>
+      
+    </div>
+    
+  </div>
+
+  
+  <div class="sidebar-start-items sidebar-primary__section">
+    <div class="sidebar-start-items__item"><nav class="bd-links" id="bd-docs-nav" aria-label="Section navigation">
+  <p class="bd-links__title" role="heading" aria-level="1">
+    Section Navigation
+  </p>
+  <div class="bd-toc-item navbar-nav">
+    <ul class="current nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../../introduction.html">Introduction</a></li>
+<li class="toctree-l1 current active has-children"><a class="reference internal" href="../index.html">Graph types</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="../graph.html">Graph—Undirected graphs with self loops</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../digraph.html">DiGraph—Directed graphs with self loops</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../multigraph.html">MultiGraph—Undirected graphs with self loops and parallel edges</a></li>
+<li class="toctree-l2 current active"><a class="reference internal" href="../multidigraph.html">MultiDiGraph—Directed graphs with self loops and parallel edges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.graphviews.generic_graph_view.html">generic_graph_view</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.graphviews.subgraph_view.html">subgraph_view</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.graphviews.reverse_view.html">reverse_view</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.AtlasView.html">networkx.classes.coreviews.AtlasView</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.AdjacencyView.html">networkx.classes.coreviews.AdjacencyView</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.MultiAdjacencyView.html">networkx.classes.coreviews.MultiAdjacencyView</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.UnionAtlas.html">networkx.classes.coreviews.UnionAtlas</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.UnionAdjacency.html">networkx.classes.coreviews.UnionAdjacency</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.UnionMultiInner.html">networkx.classes.coreviews.UnionMultiInner</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.UnionMultiAdjacency.html">networkx.classes.coreviews.UnionMultiAdjacency</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.FilterAtlas.html">networkx.classes.coreviews.FilterAtlas</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.FilterAdjacency.html">networkx.classes.coreviews.FilterAdjacency</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.FilterMultiInner.html">networkx.classes.coreviews.FilterMultiInner</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.coreviews.FilterMultiAdjacency.html">networkx.classes.coreviews.FilterMultiAdjacency</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.no_filter.html">no_filter</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.hide_nodes.html">hide_nodes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.hide_edges.html">hide_edges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.hide_diedges.html">hide_diedges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.hide_multidiedges.html">hide_multidiedges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.hide_multiedges.html">hide_multiedges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.show_nodes.html">networkx.classes.filters.show_nodes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.show_edges.html">show_edges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.show_diedges.html">show_diedges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.show_multidiedges.html">show_multidiedges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.filters.show_multiedges.html">show_multiedges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="networkx.classes.backends._dispatch.html">_dispatch</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../../algorithms/index.html">Algorithms</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../functions.html">Functions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../generators.html">Graph generators</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../linalg.html">Linear algebra</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../convert.html">Converting to and from other data formats</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../relabel.html">Relabeling nodes</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../readwrite/index.html">Reading and writing graphs</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../randomness.html">Randomness</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../exceptions.html">Exceptions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../utils.html">Utilities</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../../glossary.html">Glossary</a></li>
+</ul>
+
+  </div>
+</nav>
+    </div>
+    <div class="sidebar-start-items__item">
+    </div>
+  </div>
+  
+
+  
+  <div class="sidebar-end-items sidebar-primary__section">
+    <div class="sidebar-end-items__item">
+    </div>
+  </div>
+
+  
+  <div id="rtd-footer-container"></div>
+
+      </div>
+      <main id="main-content" class="bd-main">
+        
+        
+        <div class="bd-content">
+          <div class="bd-article-container">
+            
+            <div class="bd-header-article">
+                
+            </div>
+            
+            
+            <article class="bd-article" role="main">
+              
+  <section id="multidigraph-pred">
+<h1>MultiDiGraph.pred<a class="headerlink" href="#multidigraph-pred" title="Permalink to this heading">#</a></h1>
+<dl class="py property">
+<dt class="sig sig-object py" id="networkx.MultiDiGraph.pred">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">MultiDiGraph.</span></span><span class="sig-name descname"><span class="pre">pred</span></span><a class="headerlink" href="#networkx.MultiDiGraph.pred" title="Permalink to this definition">#</a></dt>
+<dd><p>Graph adjacency object holding the predecessors of each node.</p>
+<p>This object is a read-only dict-like structure with node keys
+and neighbor-dict values.  The neighbor-dict is keyed by neighbor
+to the edgekey-dict.  So <code class="xref py py-obj docutils literal notranslate"><span class="pre">G.adj[3][2][0]['color']</span> <span class="pre">=</span> <span class="pre">'blue'</span></code> sets
+the color of the edge <code class="xref py py-obj docutils literal notranslate"><span class="pre">(3,</span> <span class="pre">2,</span> <span class="pre">0)</span></code> to <code class="xref py py-obj docutils literal notranslate"><span class="pre">&quot;blue&quot;</span></code>.</p>
+<p>Iterating over G.adj behaves like a dict. Useful idioms include
+<code class="xref py py-obj docutils literal notranslate"><span class="pre">for</span> <span class="pre">nbr,</span> <span class="pre">datadict</span> <span class="pre">in</span> <span class="pre">G.adj[n].items():</span></code>.</p>
+</dd></dl>
+
+</section>
+
+
+            </article>
+            
+            
+            
+          </div>
+          
+          
+          
+            <div class="bd-sidebar-secondary bd-toc">
+              
+<div class="toc-item">
+  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
+<div class="tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+</div>
+<nav id="bd-toc-nav" class="page-toc">
+    <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#networkx.MultiDiGraph.pred">
+   <code class="docutils literal notranslate">
+    <span class="pre">
+     MultiDiGraph.pred
+    </span>
+   </code>
+  </a>
+ </li>
+</ul>
+
+</nav>
+</div>
+
+<div class="toc-item">
+  
+</div>
+
+            </div>
+          
+          
+        </div>
+        <footer class="bd-footer-content">
+          <div class="bd-footer-content__inner">
+            
+          </div>
+        </footer>
+        
+      </main>
+    </div>
+  </div>
+
+  
+    
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94"></script>
+<script src="../../../_static/scripts/pydata-sphinx-theme.js?digest=796348d33e8b1d947c94"></script>
+ 
+  <footer class="bd-footer"><div class="bd-footer__inner container">
+  
+  <div class="footer-item">
+    
+<p class="copyright">
+
+    &copy; Copyright 2004-2023, NetworkX Developers.<br>
+
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    <p class="theme-version">
+    Built with the
+    <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">
+        PyData Sphinx Theme
+    </a>
+    0.12.0.
+</p>
+  </div>
+  
+  <div class="footer-item">
+    
+<p class="sphinx-version">
+Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.2.3.<br>
+</p>
+
+  </div>
+  
+</div>
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/reference/classes/generated/networkx.MultiDiGraph.predecessors.html b/reference/classes/generated/networkx.MultiDiGraph.predecessors.html
index 126a97eb..1af6c396 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.predecessors.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.predecessors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.predecessors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.predecessors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.predecessors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.predecessors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
-    <link rel="next" title="MultiDiGraph.adjacency" href="networkx.MultiDiGraph.adjacency.html" />
+    <link rel="next" title="MultiDiGraph.pred" href="networkx.MultiDiGraph.pred.html" />
     <link rel="prev" title="MultiDiGraph.succ" href="networkx.MultiDiGraph.succ.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -565,6 +577,15 @@ edge from m to n.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -586,15 +607,6 @@ edge from m to n.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.remove_edge.html b/reference/classes/generated/networkx.MultiDiGraph.remove_edge.html
index 2764b620..88bc2ba2 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.remove_edge.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.remove_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.remove_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.remove_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.remove_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.remove_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.remove_edges_from" href="networkx.MultiDiGraph.remove_edges_from.html" />
     <link rel="prev" title="MultiDiGraph.new_edge_key" href="networkx.MultiDiGraph.new_edge_key.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -602,6 +614,15 @@ order that they were added:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -623,15 +644,6 @@ order that they were added:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.remove_edges_from.html b/reference/classes/generated/networkx.MultiDiGraph.remove_edges_from.html
index 5e1d787d..dfe45495 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.remove_edges_from.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.remove_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.remove_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.remove_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.remove_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.remove_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.update" href="networkx.MultiDiGraph.update.html" />
     <link rel="prev" title="MultiDiGraph.remove_edge" href="networkx.MultiDiGraph.remove_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,6 +610,15 @@ order) is removed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -619,15 +640,6 @@ order) is removed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.remove_node.html b/reference/classes/generated/networkx.MultiDiGraph.remove_node.html
index b41ec5db..54ef5456 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.remove_node.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.remove_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.remove_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.remove_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.remove_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.remove_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.remove_nodes_from" href="networkx.MultiDiGraph.remove_nodes_from.html" />
     <link rel="prev" title="MultiDiGraph.add_nodes_from" href="networkx.MultiDiGraph.add_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -574,6 +586,15 @@ Attempting to remove a non-existent node will raise an exception.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -595,15 +616,6 @@ Attempting to remove a non-existent node will raise an exception.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.remove_nodes_from.html b/reference/classes/generated/networkx.MultiDiGraph.remove_nodes_from.html
index 98e32217..3c57eb74 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.remove_nodes_from.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.remove_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.remove_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.remove_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.remove_nodes_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.remove_nodes_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.add_edge" href="networkx.MultiDiGraph.add_edge.html" />
     <link rel="prev" title="MultiDiGraph.remove_node" href="networkx.MultiDiGraph.remove_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.reverse.html b/reference/classes/generated/networkx.MultiDiGraph.reverse.html
index 8a7e1826..022299ac 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.reverse.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.reverse.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.reverse &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.reverse &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.reverse';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.reverse.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generic_graph_view" href="networkx.classes.graphviews.generic_graph_view.html" />
     <link rel="prev" title="MultiDiGraph.edge_subgraph" href="networkx.MultiDiGraph.edge_subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -555,6 +567,15 @@ the original graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -576,15 +597,6 @@ the original graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.size.html b/reference/classes/generated/networkx.MultiDiGraph.size.html
index 036d37ae..efe9e752 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.size.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.size.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.size &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.size';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.size.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.number_of_edges" href="networkx.MultiDiGraph.number_of_edges.html" />
     <link rel="prev" title="MultiDiGraph.out_degree" href="networkx.MultiDiGraph.out_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ as a weight. If None, then each edge has weight 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ as a weight. If None, then each edge has weight 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.subgraph.html b/reference/classes/generated/networkx.MultiDiGraph.subgraph.html
index 863733e8..c136c265 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.subgraph.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.edge_subgraph" href="networkx.MultiDiGraph.edge_subgraph.html" />
     <link rel="prev" title="MultiDiGraph.to_directed" href="networkx.MultiDiGraph.to_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@ more sense to just create the subgraph as its own graph with code like:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ more sense to just create the subgraph as its own graph with code like:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.succ.html b/reference/classes/generated/networkx.MultiDiGraph.succ.html
index 58e74406..5b63e8f3 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.succ.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.succ.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.succ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.succ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.succ';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.succ.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.predecessors" href="networkx.MultiDiGraph.predecessors.html" />
     <link rel="prev" title="MultiDiGraph.successors" href="networkx.MultiDiGraph.successors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +594,6 @@ So <code class="xref py py-obj docutils literal notranslate"><span class="pre">f
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.successors.html b/reference/classes/generated/networkx.MultiDiGraph.successors.html
index 54a4978b..d9163bd0 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.successors.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.successors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.successors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.successors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.successors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.successors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.succ" href="networkx.MultiDiGraph.succ.html" />
     <link rel="prev" title="MultiDiGraph.__getitem__" href="networkx.MultiDiGraph.__getitem__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -567,6 +579,15 @@ edge from n to m.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +609,6 @@ edge from n to m.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.to_directed.html b/reference/classes/generated/networkx.MultiDiGraph.to_directed.html
index dc418ef2..d4dd6181 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.to_directed.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.to_directed.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.to_directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.to_directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.to_directed';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.to_directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.subgraph" href="networkx.MultiDiGraph.subgraph.html" />
     <link rel="prev" title="MultiDiGraph.to_undirected" href="networkx.MultiDiGraph.to_undirected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ MultiDiGraph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ MultiDiGraph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.to_undirected.html b/reference/classes/generated/networkx.MultiDiGraph.to_undirected.html
index 7f912ac4..d2711b27 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.to_undirected.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.to_undirected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.to_undirected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.to_undirected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.to_undirected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.to_undirected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.to_directed" href="networkx.MultiDiGraph.to_directed.html" />
     <link rel="prev" title="MultiDiGraph.copy" href="networkx.MultiDiGraph.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ to the MultiGraph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ to the MultiGraph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiDiGraph.update.html b/reference/classes/generated/networkx.MultiDiGraph.update.html
index 3522d2d8..475a9b9d 100644
--- a/reference/classes/generated/networkx.MultiDiGraph.update.html
+++ b/reference/classes/generated/networkx.MultiDiGraph.update.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph.update &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph.update &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiDiGraph.update';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiDiGraph.update.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph.clear" href="networkx.MultiDiGraph.clear.html" />
     <link rel="prev" title="MultiDiGraph.remove_edges_from" href="networkx.MultiDiGraph.remove_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,6 +655,15 @@ be slightly different and require tweaks of these examples:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -664,15 +685,6 @@ be slightly different and require tweaks of these examples:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.__contains__.html b/reference/classes/generated/networkx.MultiGraph.__contains__.html
index fb0c30c7..dbad505c 100644
--- a/reference/classes/generated/networkx.MultiGraph.__contains__.html
+++ b/reference/classes/generated/networkx.MultiGraph.__contains__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.__contains__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.__contains__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.__contains__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.__contains__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.edges" href="networkx.MultiGraph.edges.html" />
     <link rel="prev" title="MultiGraph.has_node" href="networkx.MultiGraph.has_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -549,6 +561,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -570,15 +591,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.__getitem__.html b/reference/classes/generated/networkx.MultiGraph.__getitem__.html
index 72d62286..7a249502 100644
--- a/reference/classes/generated/networkx.MultiGraph.__getitem__.html
+++ b/reference/classes/generated/networkx.MultiGraph.__getitem__.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.__getitem__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.__getitem__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.__getitem__';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.__getitem__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.adjacency" href="networkx.MultiGraph.adjacency.html" />
     <link rel="prev" title="MultiGraph.adj" href="networkx.MultiGraph.adj.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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 </div>
 
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index a8043d47..b62e3e6c 100644
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     <meta charset="utf-8" />
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-    <title>MultiGraph.__init__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.__init__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.add_node" href="networkx.MultiGraph.add_node.html" />
     <link rel="prev" title="MultiGraph—Undirected graphs with self loops and parallel edges" href="../multigraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -609,15 +630,6 @@ the treatment for False is tried.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.MultiGraph.__iter__.html b/reference/classes/generated/networkx.MultiGraph.__iter__.html
index 9b2edc58..98f9fda0 100644
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     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.__iter__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.__iter__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.__iter__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.has_node" href="networkx.MultiGraph.has_node.html" />
     <link rel="prev" title="MultiGraph.nodes" href="networkx.MultiGraph.nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -559,6 +571,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +601,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.MultiGraph.__len__.html b/reference/classes/generated/networkx.MultiGraph.__len__.html
index b526207e..2cb427f9 100644
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@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.__len__ &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.__len__ &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.__len__.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.degree" href="networkx.MultiGraph.degree.html" />
     <link rel="prev" title="MultiGraph.number_of_nodes" href="networkx.MultiGraph.number_of_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.MultiGraph.add_edge.html b/reference/classes/generated/networkx.MultiGraph.add_edge.html
index f7e98ddc..8aee0efe 100644
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-    <title>MultiGraph.add_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.add_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="MultiGraph.remove_nodes_from" href="networkx.MultiGraph.remove_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -606,6 +618,15 @@ providing a custom <a class="reference internal" href="networkx.MultiGraph.new_e
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -627,15 +648,6 @@ providing a custom <a class="reference internal" href="networkx.MultiGraph.new_e
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.MultiGraph.add_edges_from.html b/reference/classes/generated/networkx.MultiGraph.add_edges_from.html
index 106516d8..609b81bf 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>MultiGraph.add_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.add_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
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     <link rel="prev" title="MultiGraph.add_edge" href="networkx.MultiGraph.add_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -613,6 +625,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -634,15 +655,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/classes/generated/networkx.MultiGraph.add_node.html b/reference/classes/generated/networkx.MultiGraph.add_node.html
index 5efc4863..7230b633 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.add_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.add_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.add_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.add_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.add_nodes_from" href="networkx.MultiGraph.add_nodes_from.html" />
     <link rel="prev" title="MultiGraph.__init__" href="networkx.MultiGraph.__init__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@ doesn’t change on mutables.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@ doesn’t change on mutables.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.add_nodes_from.html b/reference/classes/generated/networkx.MultiGraph.add_nodes_from.html
index 1964c6ef..e65a1f0c 100644
--- a/reference/classes/generated/networkx.MultiGraph.add_nodes_from.html
+++ b/reference/classes/generated/networkx.MultiGraph.add_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.add_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.add_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.add_nodes_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.add_nodes_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.remove_node" href="networkx.MultiGraph.remove_node.html" />
     <link rel="prev" title="MultiGraph.add_node" href="networkx.MultiGraph.add_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.add_weighted_edges_from.html b/reference/classes/generated/networkx.MultiGraph.add_weighted_edges_from.html
index 0b06e95c..8571899b 100644
--- a/reference/classes/generated/networkx.MultiGraph.add_weighted_edges_from.html
+++ b/reference/classes/generated/networkx.MultiGraph.add_weighted_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.add_weighted_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.add_weighted_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.add_weighted_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.add_weighted_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.new_edge_key" href="networkx.MultiGraph.new_edge_key.html" />
     <link rel="prev" title="MultiGraph.add_edges_from" href="networkx.MultiGraph.add_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.adj.html b/reference/classes/generated/networkx.MultiGraph.adj.html
index afd09a33..7d2b41f8 100644
--- a/reference/classes/generated/networkx.MultiGraph.adj.html
+++ b/reference/classes/generated/networkx.MultiGraph.adj.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.adj &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.adj &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.adj';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.adj.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.__getitem__" href="networkx.MultiGraph.__getitem__.html" />
     <link rel="prev" title="MultiGraph.neighbors" href="networkx.MultiGraph.neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,6 +574,15 @@ the color of the edge <code class="xref py py-obj docutils literal notranslate">
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -583,15 +604,6 @@ the color of the edge <code class="xref py py-obj docutils literal notranslate">
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.adjacency.html b/reference/classes/generated/networkx.MultiGraph.adjacency.html
index b8584660..b1ce766a 100644
--- a/reference/classes/generated/networkx.MultiGraph.adjacency.html
+++ b/reference/classes/generated/networkx.MultiGraph.adjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.adjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.adjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.adjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.adjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.nbunch_iter" href="networkx.MultiGraph.nbunch_iter.html" />
     <link rel="prev" title="MultiGraph.__getitem__" href="networkx.MultiGraph.__getitem__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -559,6 +571,15 @@ the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +601,6 @@ the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.clear.html b/reference/classes/generated/networkx.MultiGraph.clear.html
index 2113b855..7ce38166 100644
--- a/reference/classes/generated/networkx.MultiGraph.clear.html
+++ b/reference/classes/generated/networkx.MultiGraph.clear.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.clear &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.clear &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.clear';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.clear.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.clear_edges" href="networkx.MultiGraph.clear_edges.html" />
     <link rel="prev" title="MultiGraph.update" href="networkx.MultiGraph.update.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.clear_edges.html b/reference/classes/generated/networkx.MultiGraph.clear_edges.html
index ac8eede6..7f141289 100644
--- a/reference/classes/generated/networkx.MultiGraph.clear_edges.html
+++ b/reference/classes/generated/networkx.MultiGraph.clear_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.clear_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.clear_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.clear_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.clear_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.nodes" href="networkx.MultiGraph.nodes.html" />
     <link rel="prev" title="MultiGraph.clear" href="networkx.MultiGraph.clear.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +594,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.copy.html b/reference/classes/generated/networkx.MultiGraph.copy.html
index 8b2f499e..878b2bed 100644
--- a/reference/classes/generated/networkx.MultiGraph.copy.html
+++ b/reference/classes/generated/networkx.MultiGraph.copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.copy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.to_undirected" href="networkx.MultiGraph.to_undirected.html" />
     <link rel="prev" title="MultiGraph.number_of_edges" href="networkx.MultiGraph.number_of_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -615,6 +627,15 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -636,15 +657,6 @@ and deep copies, <a class="reference external" href="https://docs.python.org/3/l
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.degree.html b/reference/classes/generated/networkx.MultiGraph.degree.html
index 42d7403a..d34b433c 100644
--- a/reference/classes/generated/networkx.MultiGraph.degree.html
+++ b/reference/classes/generated/networkx.MultiGraph.degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.size" href="networkx.MultiGraph.size.html" />
     <link rel="prev" title="MultiGraph.__len__" href="networkx.MultiGraph.__len__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -577,6 +589,15 @@ If a single node is requested, returns the degree of the node as an integer.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -598,15 +619,6 @@ If a single node is requested, returns the degree of the node as an integer.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.edge_subgraph.html b/reference/classes/generated/networkx.MultiGraph.edge_subgraph.html
index b7115006..8663fadf 100644
--- a/reference/classes/generated/networkx.MultiGraph.edge_subgraph.html
+++ b/reference/classes/generated/networkx.MultiGraph.edge_subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.edge_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.edge_subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.edge_subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.edge_subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiDiGraph—Directed graphs with self loops and parallel edges" href="../multidigraph.html" />
     <link rel="prev" title="MultiGraph.subgraph" href="networkx.MultiGraph.subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ of the edge or node attributes, use:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ of the edge or node attributes, use:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.edges.html b/reference/classes/generated/networkx.MultiGraph.edges.html
index 1b87b9dd..5f5e0b77 100644
--- a/reference/classes/generated/networkx.MultiGraph.edges.html
+++ b/reference/classes/generated/networkx.MultiGraph.edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.has_edge" href="networkx.MultiGraph.has_edge.html" />
     <link rel="prev" title="MultiGraph.__contains__" href="networkx.MultiGraph.__contains__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -612,6 +624,15 @@ For directed graphs this returns the out-edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +654,6 @@ For directed graphs this returns the out-edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.get_edge_data.html b/reference/classes/generated/networkx.MultiGraph.get_edge_data.html
index 774995df..f51ae077 100644
--- a/reference/classes/generated/networkx.MultiGraph.get_edge_data.html
+++ b/reference/classes/generated/networkx.MultiGraph.get_edge_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.get_edge_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.get_edge_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.get_edge_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.get_edge_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.neighbors" href="networkx.MultiGraph.neighbors.html" />
     <link rel="prev" title="MultiGraph.has_edge" href="networkx.MultiGraph.has_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -610,6 +622,15 @@ to assign to the edge data associated with an edge.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -631,15 +652,6 @@ to assign to the edge data associated with an edge.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.has_edge.html b/reference/classes/generated/networkx.MultiGraph.has_edge.html
index dcdad4e9..cb89dc52 100644
--- a/reference/classes/generated/networkx.MultiGraph.has_edge.html
+++ b/reference/classes/generated/networkx.MultiGraph.has_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.has_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.has_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.has_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.has_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.get_edge_data" href="networkx.MultiGraph.get_edge_data.html" />
     <link rel="prev" title="MultiGraph.edges" href="networkx.MultiGraph.edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ or an edge tuple (u, v, key).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ or an edge tuple (u, v, key).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.has_node.html b/reference/classes/generated/networkx.MultiGraph.has_node.html
index cca75651..bc37c4af 100644
--- a/reference/classes/generated/networkx.MultiGraph.has_node.html
+++ b/reference/classes/generated/networkx.MultiGraph.has_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.has_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.has_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.has_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.has_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.__contains__" href="networkx.MultiGraph.__contains__.html" />
     <link rel="prev" title="MultiGraph.__iter__" href="networkx.MultiGraph.__iter__.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,6 +574,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -583,15 +604,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.nbunch_iter.html b/reference/classes/generated/networkx.MultiGraph.nbunch_iter.html
index d70631ed..e47b97e9 100644
--- a/reference/classes/generated/networkx.MultiGraph.nbunch_iter.html
+++ b/reference/classes/generated/networkx.MultiGraph.nbunch_iter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.nbunch_iter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.nbunch_iter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.nbunch_iter';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.nbunch_iter.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.order" href="networkx.MultiGraph.order.html" />
     <link rel="prev" title="MultiGraph.adjacency" href="networkx.MultiGraph.adjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ nbunch is not hashable, a <a class="reference internal" href="../../exceptions.h
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ nbunch is not hashable, a <a class="reference internal" href="../../exceptions.h
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.neighbors.html b/reference/classes/generated/networkx.MultiGraph.neighbors.html
index 432a71a2..3e2a5f2b 100644
--- a/reference/classes/generated/networkx.MultiGraph.neighbors.html
+++ b/reference/classes/generated/networkx.MultiGraph.neighbors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.neighbors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.neighbors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.adj" href="networkx.MultiGraph.adj.html" />
     <link rel="prev" title="MultiGraph.get_edge_data" href="networkx.MultiGraph.get_edge_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.new_edge_key.html b/reference/classes/generated/networkx.MultiGraph.new_edge_key.html
index 0b00d067..97f4d31b 100644
--- a/reference/classes/generated/networkx.MultiGraph.new_edge_key.html
+++ b/reference/classes/generated/networkx.MultiGraph.new_edge_key.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.new_edge_key &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.new_edge_key &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.new_edge_key';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.new_edge_key.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.remove_edge" href="networkx.MultiGraph.remove_edge.html" />
     <link rel="prev" title="MultiGraph.add_weighted_edges_from" href="networkx.MultiGraph.add_weighted_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -561,6 +573,15 @@ further new_edge_keys may not be in this order.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -582,15 +603,6 @@ further new_edge_keys may not be in this order.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.nodes.html b/reference/classes/generated/networkx.MultiGraph.nodes.html
index 796583eb..e442e3cc 100644
--- a/reference/classes/generated/networkx.MultiGraph.nodes.html
+++ b/reference/classes/generated/networkx.MultiGraph.nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.__iter__" href="networkx.MultiGraph.__iter__.html" />
     <link rel="prev" title="MultiGraph.clear_edges" href="networkx.MultiGraph.clear_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,15 @@ to guarantee the value is never None:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -651,15 +672,6 @@ to guarantee the value is never None:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.number_of_edges.html b/reference/classes/generated/networkx.MultiGraph.number_of_edges.html
index 3faf7083..0c8b7630 100644
--- a/reference/classes/generated/networkx.MultiGraph.number_of_edges.html
+++ b/reference/classes/generated/networkx.MultiGraph.number_of_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.number_of_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.number_of_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.number_of_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.number_of_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.copy" href="networkx.MultiGraph.copy.html" />
     <link rel="prev" title="MultiGraph.size" href="networkx.MultiGraph.size.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@ of directed edges from <code class="xref py py-obj docutils literal notranslate"
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ of directed edges from <code class="xref py py-obj docutils literal notranslate"
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.number_of_nodes.html b/reference/classes/generated/networkx.MultiGraph.number_of_nodes.html
index 8bc7d4b2..5fc72811 100644
--- a/reference/classes/generated/networkx.MultiGraph.number_of_nodes.html
+++ b/reference/classes/generated/networkx.MultiGraph.number_of_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.number_of_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.number_of_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.number_of_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.number_of_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.__len__" href="networkx.MultiGraph.__len__.html" />
     <link rel="prev" title="MultiGraph.order" href="networkx.MultiGraph.order.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.order.html b/reference/classes/generated/networkx.MultiGraph.order.html
index 344dc1af..a6077ffd 100644
--- a/reference/classes/generated/networkx.MultiGraph.order.html
+++ b/reference/classes/generated/networkx.MultiGraph.order.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.order &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.order &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.order';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.order.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.number_of_nodes" href="networkx.MultiGraph.number_of_nodes.html" />
     <link rel="prev" title="MultiGraph.nbunch_iter" href="networkx.MultiGraph.nbunch_iter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.remove_edge.html b/reference/classes/generated/networkx.MultiGraph.remove_edge.html
index debf74f6..55a706de 100644
--- a/reference/classes/generated/networkx.MultiGraph.remove_edge.html
+++ b/reference/classes/generated/networkx.MultiGraph.remove_edge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.remove_edge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.remove_edge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.remove_edge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.remove_edge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.remove_edges_from" href="networkx.MultiGraph.remove_edges_from.html" />
     <link rel="prev" title="MultiGraph.new_edge_key" href="networkx.MultiGraph.new_edge_key.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,6 +617,15 @@ order that they were added:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +647,6 @@ order that they were added:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.remove_edges_from.html b/reference/classes/generated/networkx.MultiGraph.remove_edges_from.html
index 6878bfd2..7baea264 100644
--- a/reference/classes/generated/networkx.MultiGraph.remove_edges_from.html
+++ b/reference/classes/generated/networkx.MultiGraph.remove_edges_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.remove_edges_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.remove_edges_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.remove_edges_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.remove_edges_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.update" href="networkx.MultiGraph.update.html" />
     <link rel="prev" title="MultiGraph.remove_edge" href="networkx.MultiGraph.remove_edge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -598,6 +610,15 @@ order) is removed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -619,15 +640,6 @@ order) is removed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.remove_node.html b/reference/classes/generated/networkx.MultiGraph.remove_node.html
index e2ea8c16..4c2b502d 100644
--- a/reference/classes/generated/networkx.MultiGraph.remove_node.html
+++ b/reference/classes/generated/networkx.MultiGraph.remove_node.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.remove_node &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.remove_node &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.remove_node';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.remove_node.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.remove_nodes_from" href="networkx.MultiGraph.remove_nodes_from.html" />
     <link rel="prev" title="MultiGraph.add_nodes_from" href="networkx.MultiGraph.add_nodes_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -574,6 +586,15 @@ Attempting to remove a non-existent node will raise an exception.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -595,15 +616,6 @@ Attempting to remove a non-existent node will raise an exception.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.remove_nodes_from.html b/reference/classes/generated/networkx.MultiGraph.remove_nodes_from.html
index 4c997785..92234f7a 100644
--- a/reference/classes/generated/networkx.MultiGraph.remove_nodes_from.html
+++ b/reference/classes/generated/networkx.MultiGraph.remove_nodes_from.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.remove_nodes_from &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.remove_nodes_from &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.remove_nodes_from';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.remove_nodes_from.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.add_edge" href="networkx.MultiGraph.add_edge.html" />
     <link rel="prev" title="MultiGraph.remove_node" href="networkx.MultiGraph.remove_node.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ object to <code class="xref py py-obj docutils literal notranslate"><span class=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.size.html b/reference/classes/generated/networkx.MultiGraph.size.html
index 3f9937bf..efec79c3 100644
--- a/reference/classes/generated/networkx.MultiGraph.size.html
+++ b/reference/classes/generated/networkx.MultiGraph.size.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.size &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.size &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.size';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.size.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.number_of_edges" href="networkx.MultiGraph.number_of_edges.html" />
     <link rel="prev" title="MultiGraph.degree" href="networkx.MultiGraph.degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ as a weight. If None, then each edge has weight 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ as a weight. If None, then each edge has weight 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.subgraph.html b/reference/classes/generated/networkx.MultiGraph.subgraph.html
index f23efd76..051be216 100644
--- a/reference/classes/generated/networkx.MultiGraph.subgraph.html
+++ b/reference/classes/generated/networkx.MultiGraph.subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.edge_subgraph" href="networkx.MultiGraph.edge_subgraph.html" />
     <link rel="prev" title="MultiGraph.to_directed" href="networkx.MultiGraph.to_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -594,6 +606,15 @@ more sense to just create the subgraph as its own graph with code like:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ more sense to just create the subgraph as its own graph with code like:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.to_directed.html b/reference/classes/generated/networkx.MultiGraph.to_directed.html
index c44feb39..ca940e1a 100644
--- a/reference/classes/generated/networkx.MultiGraph.to_directed.html
+++ b/reference/classes/generated/networkx.MultiGraph.to_directed.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.to_directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.to_directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.to_directed';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.to_directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.subgraph" href="networkx.MultiGraph.subgraph.html" />
     <link rel="prev" title="MultiGraph.to_undirected" href="networkx.MultiGraph.to_undirected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ MultiDiGraph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ MultiDiGraph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.to_undirected.html b/reference/classes/generated/networkx.MultiGraph.to_undirected.html
index 28f2d8b2..6871cbc7 100644
--- a/reference/classes/generated/networkx.MultiGraph.to_undirected.html
+++ b/reference/classes/generated/networkx.MultiGraph.to_undirected.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.to_undirected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.to_undirected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.to_undirected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.to_undirected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.to_directed" href="networkx.MultiGraph.to_directed.html" />
     <link rel="prev" title="MultiGraph.copy" href="networkx.MultiGraph.copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ to the MultiGraph created by this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ to the MultiGraph created by this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.MultiGraph.update.html b/reference/classes/generated/networkx.MultiGraph.update.html
index aab3cac6..cc88378c 100644
--- a/reference/classes/generated/networkx.MultiGraph.update.html
+++ b/reference/classes/generated/networkx.MultiGraph.update.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph.update &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph.update &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.MultiGraph.update';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.MultiGraph.update.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiGraph.clear" href="networkx.MultiGraph.clear.html" />
     <link rel="prev" title="MultiGraph.remove_edges_from" href="networkx.MultiGraph.remove_edges_from.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,6 +655,15 @@ be slightly different and require tweaks of these examples:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -664,15 +685,6 @@ be slightly different and require tweaks of these examples:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.backends._dispatch.html b/reference/classes/generated/networkx.classes.backends._dispatch.html
index b8d7b4d6..72c497b6 100644
--- a/reference/classes/generated/networkx.classes.backends._dispatch.html
+++ b/reference/classes/generated/networkx.classes.backends._dispatch.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>_dispatch &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>_dispatch &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.backends._dispatch';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.backends._dispatch.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Algorithms" href="../../algorithms/index.html" />
     <link rel="prev" title="show_multiedges" href="networkx.classes.filters.show_multiedges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -544,6 +556,15 @@ when the first argument is a backend graph-like object.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -565,15 +586,6 @@ when the first argument is a backend graph-like object.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.AdjacencyView.html b/reference/classes/generated/networkx.classes.coreviews.AdjacencyView.html
index 252a96f4..510cb35c 100644
--- a/reference/classes/generated/networkx.classes.coreviews.AdjacencyView.html
+++ b/reference/classes/generated/networkx.classes.coreviews.AdjacencyView.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.AdjacencyView &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.AdjacencyView &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.AdjacencyView';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.AdjacencyView.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="AdjacencyView.copy" href="generated/networkx.classes.coreviews.AdjacencyView.copy.html" />
     <link rel="prev" title="AtlasView.values" href="generated/networkx.classes.coreviews.AtlasView.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -580,6 +592,15 @@ outer levels are read-only.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -612,15 +633,6 @@ outer levels are read-only.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.AtlasView.html b/reference/classes/generated/networkx.classes.coreviews.AtlasView.html
index 6f7f13f5..9d556cd2 100644
--- a/reference/classes/generated/networkx.classes.coreviews.AtlasView.html
+++ b/reference/classes/generated/networkx.classes.coreviews.AtlasView.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.AtlasView &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.AtlasView &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.AtlasView';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.AtlasView.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="AtlasView.copy" href="generated/networkx.classes.coreviews.AtlasView.copy.html" />
     <link rel="prev" title="reverse_view" href="networkx.classes.graphviews.reverse_view.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -580,6 +592,15 @@ outer level is read-only.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -612,15 +633,6 @@ outer level is read-only.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.FilterAdjacency.html b/reference/classes/generated/networkx.classes.coreviews.FilterAdjacency.html
index 4859f7da..5ffba4f1 100644
--- a/reference/classes/generated/networkx.classes.coreviews.FilterAdjacency.html
+++ b/reference/classes/generated/networkx.classes.coreviews.FilterAdjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.FilterAdjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.FilterAdjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.FilterAdjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.FilterAdjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="FilterAdjacency.get" href="generated/networkx.classes.coreviews.FilterAdjacency.get.html" />
     <link rel="prev" title="FilterAtlas.values" href="generated/networkx.classes.coreviews.FilterAtlas.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,6 +576,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -596,15 +617,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.FilterAtlas.html b/reference/classes/generated/networkx.classes.coreviews.FilterAtlas.html
index f028ba94..48007350 100644
--- a/reference/classes/generated/networkx.classes.coreviews.FilterAtlas.html
+++ b/reference/classes/generated/networkx.classes.coreviews.FilterAtlas.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.FilterAtlas &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.FilterAtlas &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.FilterAtlas';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.FilterAtlas.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="FilterAtlas.get" href="generated/networkx.classes.coreviews.FilterAtlas.get.html" />
     <link rel="prev" title="UnionMultiAdjacency.values" href="generated/networkx.classes.coreviews.UnionMultiAdjacency.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,6 +576,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -596,15 +617,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.FilterMultiAdjacency.html b/reference/classes/generated/networkx.classes.coreviews.FilterMultiAdjacency.html
index cffddc39..cc3a4315 100644
--- a/reference/classes/generated/networkx.classes.coreviews.FilterMultiAdjacency.html
+++ b/reference/classes/generated/networkx.classes.coreviews.FilterMultiAdjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.FilterMultiAdjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.FilterMultiAdjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.FilterMultiAdjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.FilterMultiAdjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="FilterMultiAdjacency.get" href="generated/networkx.classes.coreviews.FilterMultiAdjacency.get.html" />
     <link rel="prev" title="FilterMultiInner.values" href="generated/networkx.classes.coreviews.FilterMultiInner.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,6 +576,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -596,15 +617,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.FilterMultiInner.html b/reference/classes/generated/networkx.classes.coreviews.FilterMultiInner.html
index 85fc48e0..613e8ea0 100644
--- a/reference/classes/generated/networkx.classes.coreviews.FilterMultiInner.html
+++ b/reference/classes/generated/networkx.classes.coreviews.FilterMultiInner.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.FilterMultiInner &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.FilterMultiInner &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.FilterMultiInner';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.FilterMultiInner.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="FilterMultiInner.get" href="generated/networkx.classes.coreviews.FilterMultiInner.get.html" />
     <link rel="prev" title="FilterAdjacency.values" href="generated/networkx.classes.coreviews.FilterAdjacency.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -564,6 +576,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -596,15 +617,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.MultiAdjacencyView.html b/reference/classes/generated/networkx.classes.coreviews.MultiAdjacencyView.html
index 96faacd7..568daf65 100644
--- a/reference/classes/generated/networkx.classes.coreviews.MultiAdjacencyView.html
+++ b/reference/classes/generated/networkx.classes.coreviews.MultiAdjacencyView.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.MultiAdjacencyView &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.MultiAdjacencyView &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.MultiAdjacencyView';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.MultiAdjacencyView.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MultiAdjacencyView.copy" href="generated/networkx.classes.coreviews.MultiAdjacencyView.copy.html" />
     <link rel="prev" title="AdjacencyView.values" href="generated/networkx.classes.coreviews.AdjacencyView.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -580,6 +592,15 @@ outer levels are read-only.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -612,15 +633,6 @@ outer levels are read-only.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.UnionAdjacency.html b/reference/classes/generated/networkx.classes.coreviews.UnionAdjacency.html
index 953fdedc..e43faa95 100644
--- a/reference/classes/generated/networkx.classes.coreviews.UnionAdjacency.html
+++ b/reference/classes/generated/networkx.classes.coreviews.UnionAdjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.UnionAdjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.UnionAdjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.UnionAdjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.UnionAdjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="UnionAdjacency.copy" href="generated/networkx.classes.coreviews.UnionAdjacency.copy.html" />
     <link rel="prev" title="UnionAtlas.values" href="generated/networkx.classes.coreviews.UnionAtlas.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ The keys for the two dicts should be the same</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -616,15 +637,6 @@ The keys for the two dicts should be the same</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.UnionAtlas.html b/reference/classes/generated/networkx.classes.coreviews.UnionAtlas.html
index a6504f73..0bce506e 100644
--- a/reference/classes/generated/networkx.classes.coreviews.UnionAtlas.html
+++ b/reference/classes/generated/networkx.classes.coreviews.UnionAtlas.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.UnionAtlas &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.UnionAtlas &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.UnionAtlas';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.UnionAtlas.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="UnionAtlas.copy" href="generated/networkx.classes.coreviews.UnionAtlas.copy.html" />
     <link rel="prev" title="MultiAdjacencyView.values" href="generated/networkx.classes.coreviews.MultiAdjacencyView.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@ pairs and is read-write. But the outer level is read-only.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ pairs and is read-write. But the outer level is read-only.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.UnionMultiAdjacency.html b/reference/classes/generated/networkx.classes.coreviews.UnionMultiAdjacency.html
index 8a2c74a0..766566f1 100644
--- a/reference/classes/generated/networkx.classes.coreviews.UnionMultiAdjacency.html
+++ b/reference/classes/generated/networkx.classes.coreviews.UnionMultiAdjacency.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.UnionMultiAdjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.UnionMultiAdjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.UnionMultiAdjacency';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.UnionMultiAdjacency.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="UnionMultiAdjacency.copy" href="generated/networkx.classes.coreviews.UnionMultiAdjacency.copy.html" />
     <link rel="prev" title="UnionMultiInner.values" href="generated/networkx.classes.coreviews.UnionMultiInner.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -580,6 +592,15 @@ The inner level of dict is read-write. But the outer levels are read-only.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -612,15 +633,6 @@ The inner level of dict is read-write. But the outer levels are read-only.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.coreviews.UnionMultiInner.html b/reference/classes/generated/networkx.classes.coreviews.UnionMultiInner.html
index 74b72de0..e3feb61c 100644
--- a/reference/classes/generated/networkx.classes.coreviews.UnionMultiInner.html
+++ b/reference/classes/generated/networkx.classes.coreviews.UnionMultiInner.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.coreviews.UnionMultiInner &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.coreviews.UnionMultiInner &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.coreviews.UnionMultiInner';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.coreviews.UnionMultiInner.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="UnionMultiInner.copy" href="generated/networkx.classes.coreviews.UnionMultiInner.copy.html" />
     <link rel="prev" title="UnionAdjacency.values" href="generated/networkx.classes.coreviews.UnionAdjacency.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -583,6 +595,15 @@ The inner level of dict is read-write. But the outer levels are read-only.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ The inner level of dict is read-write. But the outer levels are read-only.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.hide_diedges.html b/reference/classes/generated/networkx.classes.filters.hide_diedges.html
index 74b16b84..76e03182 100644
--- a/reference/classes/generated/networkx.classes.filters.hide_diedges.html
+++ b/reference/classes/generated/networkx.classes.filters.hide_diedges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hide_diedges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hide_diedges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.hide_diedges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.hide_diedges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="hide_multidiedges" href="networkx.classes.filters.hide_multidiedges.html" />
     <link rel="prev" title="hide_edges" href="networkx.classes.filters.hide_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.hide_edges.html b/reference/classes/generated/networkx.classes.filters.hide_edges.html
index b48ea75a..14c05d94 100644
--- a/reference/classes/generated/networkx.classes.filters.hide_edges.html
+++ b/reference/classes/generated/networkx.classes.filters.hide_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hide_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hide_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.hide_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.hide_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="hide_diedges" href="networkx.classes.filters.hide_diedges.html" />
     <link rel="prev" title="hide_nodes" href="networkx.classes.filters.hide_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.hide_multidiedges.html b/reference/classes/generated/networkx.classes.filters.hide_multidiedges.html
index 3b1c1912..50cc1c19 100644
--- a/reference/classes/generated/networkx.classes.filters.hide_multidiedges.html
+++ b/reference/classes/generated/networkx.classes.filters.hide_multidiedges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hide_multidiedges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hide_multidiedges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.hide_multidiedges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.hide_multidiedges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="hide_multiedges" href="networkx.classes.filters.hide_multiedges.html" />
     <link rel="prev" title="hide_diedges" href="networkx.classes.filters.hide_diedges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.hide_multiedges.html b/reference/classes/generated/networkx.classes.filters.hide_multiedges.html
index 6bcaf924..b324b3b7 100644
--- a/reference/classes/generated/networkx.classes.filters.hide_multiedges.html
+++ b/reference/classes/generated/networkx.classes.filters.hide_multiedges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hide_multiedges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hide_multiedges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.hide_multiedges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.hide_multiedges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="networkx.classes.filters.show_nodes" href="networkx.classes.filters.show_nodes.html" />
     <link rel="prev" title="hide_multidiedges" href="networkx.classes.filters.hide_multidiedges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.hide_nodes.html b/reference/classes/generated/networkx.classes.filters.hide_nodes.html
index f13ddf32..d66e4ddc 100644
--- a/reference/classes/generated/networkx.classes.filters.hide_nodes.html
+++ b/reference/classes/generated/networkx.classes.filters.hide_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hide_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hide_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.hide_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.hide_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="hide_edges" href="networkx.classes.filters.hide_edges.html" />
     <link rel="prev" title="no_filter" href="networkx.classes.filters.no_filter.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.no_filter.html b/reference/classes/generated/networkx.classes.filters.no_filter.html
index e61b6d34..3076c1ce 100644
--- a/reference/classes/generated/networkx.classes.filters.no_filter.html
+++ b/reference/classes/generated/networkx.classes.filters.no_filter.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>no_filter &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>no_filter &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.no_filter';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.no_filter.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="hide_nodes" href="networkx.classes.filters.hide_nodes.html" />
     <link rel="prev" title="FilterMultiAdjacency.values" href="generated/networkx.classes.coreviews.FilterMultiAdjacency.values.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.show_diedges.html b/reference/classes/generated/networkx.classes.filters.show_diedges.html
index ce991d2a..4e5a707e 100644
--- a/reference/classes/generated/networkx.classes.filters.show_diedges.html
+++ b/reference/classes/generated/networkx.classes.filters.show_diedges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>show_diedges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>show_diedges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.show_diedges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.show_diedges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="show_multidiedges" href="networkx.classes.filters.show_multidiedges.html" />
     <link rel="prev" title="show_edges" href="networkx.classes.filters.show_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.show_edges.html b/reference/classes/generated/networkx.classes.filters.show_edges.html
index 73d73cac..92caf700 100644
--- a/reference/classes/generated/networkx.classes.filters.show_edges.html
+++ b/reference/classes/generated/networkx.classes.filters.show_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>show_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>show_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.show_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.show_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="show_diedges" href="networkx.classes.filters.show_diedges.html" />
     <link rel="prev" title="networkx.classes.filters.show_nodes" href="networkx.classes.filters.show_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.show_multidiedges.html b/reference/classes/generated/networkx.classes.filters.show_multidiedges.html
index fca53139..bc84a53d 100644
--- a/reference/classes/generated/networkx.classes.filters.show_multidiedges.html
+++ b/reference/classes/generated/networkx.classes.filters.show_multidiedges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>show_multidiedges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>show_multidiedges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.show_multidiedges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.show_multidiedges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="show_multiedges" href="networkx.classes.filters.show_multiedges.html" />
     <link rel="prev" title="show_diedges" href="networkx.classes.filters.show_diedges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.show_multiedges.html b/reference/classes/generated/networkx.classes.filters.show_multiedges.html
index f2d46a03..ca3e969d 100644
--- a/reference/classes/generated/networkx.classes.filters.show_multiedges.html
+++ b/reference/classes/generated/networkx.classes.filters.show_multiedges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>show_multiedges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>show_multiedges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.show_multiedges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.show_multiedges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="_dispatch" href="networkx.classes.backends._dispatch.html" />
     <link rel="prev" title="show_multidiedges" href="networkx.classes.filters.show_multidiedges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.filters.show_nodes.html b/reference/classes/generated/networkx.classes.filters.show_nodes.html
index 84124f8e..ff9c67a9 100644
--- a/reference/classes/generated/networkx.classes.filters.show_nodes.html
+++ b/reference/classes/generated/networkx.classes.filters.show_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>networkx.classes.filters.show_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.classes.filters.show_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.filters.show_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.filters.show_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="show_edges" href="networkx.classes.filters.show_edges.html" />
     <link rel="prev" title="hide_multiedges" href="networkx.classes.filters.hide_multiedges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -552,6 +564,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -584,15 +605,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.graphviews.generic_graph_view.html b/reference/classes/generated/networkx.classes.graphviews.generic_graph_view.html
index 358c7e89..b89ec340 100644
--- a/reference/classes/generated/networkx.classes.graphviews.generic_graph_view.html
+++ b/reference/classes/generated/networkx.classes.graphviews.generic_graph_view.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generic_graph_view &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generic_graph_view &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.graphviews.generic_graph_view';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.graphviews.generic_graph_view.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="subgraph_view" href="networkx.classes.graphviews.subgraph_view.html" />
     <link rel="prev" title="MultiDiGraph.reverse" href="networkx.MultiDiGraph.reverse.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -542,6 +554,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -563,15 +584,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.graphviews.reverse_view.html b/reference/classes/generated/networkx.classes.graphviews.reverse_view.html
index 04ea4aa9..c35b3c88 100644
--- a/reference/classes/generated/networkx.classes.graphviews.reverse_view.html
+++ b/reference/classes/generated/networkx.classes.graphviews.reverse_view.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>reverse_view &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>reverse_view &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.graphviews.reverse_view';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.graphviews.reverse_view.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="networkx.classes.coreviews.AtlasView" href="networkx.classes.coreviews.AtlasView.html" />
     <link rel="prev" title="subgraph_view" href="networkx.classes.graphviews.subgraph_view.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -571,6 +583,15 @@ edge directions are reversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -592,15 +613,6 @@ edge directions are reversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/generated/networkx.classes.graphviews.subgraph_view.html b/reference/classes/generated/networkx.classes.graphviews.subgraph_view.html
index 9f1d4397..f60081e2 100644
--- a/reference/classes/generated/networkx.classes.graphviews.subgraph_view.html
+++ b/reference/classes/generated/networkx.classes.graphviews.subgraph_view.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>subgraph_view &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>subgraph_view &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/generated/networkx.classes.graphviews.subgraph_view';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/generated/networkx.classes.graphviews.subgraph_view.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="reverse_view" href="networkx.classes.graphviews.reverse_view.html" />
     <link rel="prev" title="generic_graph_view" href="networkx.classes.graphviews.generic_graph_view.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -608,6 +620,15 @@ data — for example, filtering on edge data attached to the graph:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +650,6 @@ data — for example, filtering on edge data attached to the graph:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/graph.html b/reference/classes/graph.html
index c68ce943..61b0c23a 100644
--- a/reference/classes/graph.html
+++ b/reference/classes/graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph—Undirected graphs with self loops &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph—Undirected graphs with self loops &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graph.__init__" href="generated/networkx.Graph.__init__.html" />
     <link rel="prev" title="Graph types" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -899,6 +911,15 @@ This reduces the memory used, but you lose edge attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -954,15 +975,6 @@ This reduces the memory used, but you lose edge attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/index.html b/reference/classes/index.html
index fa3574e8..ca3abd41 100644
--- a/reference/classes/index.html
+++ b/reference/classes/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Graph types &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Graph types &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graph—Undirected graphs with self loops" href="graph.html" />
     <link rel="prev" title="Introduction" href="../introduction.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -605,7 +617,7 @@ In other algorithms it is convenient to temporarily morph
 a graph to reverse directed edges, or treat a directed graph
 as undirected, etc. This module provides those graph views.</p>
 <p>The resulting views are essentially read-only graphs that
-report data from the orignal graph object. We provide an
+report data from the original graph object. We provide an
 attribute G._graph which points to the underlying graph object.</p>
 <p>Note: Since graphviews look like graphs, one can end up with
 view-of-view-of-view chains. Be careful with chains because
@@ -737,46 +749,46 @@ for computation. Things will change and break in the future!</p>
 <p>To be a valid plugin, a package must register an entry_point
 of <code class="xref py py-obj docutils literal notranslate"><span class="pre">networkx.plugins</span></code> with a key pointing to the handler.</p>
 <p>For example:</p>
-<p><code class="docutils literal notranslate"><span class="pre">`</span>
-<span class="pre">entry_points={'networkx.plugins':</span> <span class="pre">'sparse</span> <span class="pre">=</span> <span class="pre">networkx_plugin_sparse'}</span>
-<span class="pre">`</span></code></p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">entry_points</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;networkx.plugins&#39;</span><span class="p">:</span> <span class="s1">&#39;sparse = networkx_plugin_sparse&#39;</span><span class="p">}</span>
+</pre></div>
+</div>
 <p>The plugin must create a Graph-like object which contains an attribute
-<code class="xref py py-obj docutils literal notranslate"><span class="pre">__networkx_plugin__</span></code> with a value of the entry point name.</p>
+<code class="docutils literal notranslate"><span class="pre">__networkx_plugin__</span></code> with a value of the entry point name.</p>
 <p>Continuing the example above:</p>
-<p><a href="#id1"><span class="problematic" id="id2">``</span></a>`
-class WrappedSparse:</p>
-<blockquote>
-<div><p>__networkx_plugin__ = “sparse”
-…</p>
-</div></blockquote>
-<p><a href="#id3"><span class="problematic" id="id4">``</span></a><a href="#id5"><span class="problematic" id="id6">`</span></a></p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">WrappedSparse</span><span class="p">:</span>
+    <span class="n">__networkx_plugin__</span> <span class="o">=</span> <span class="s2">&quot;sparse&quot;</span>
+    <span class="o">...</span>
+</pre></div>
+</div>
 <p>When a dispatchable NetworkX algorithm encounters a Graph-like object
-with a <code class="xref py py-obj docutils literal notranslate"><span class="pre">__networkx_plugin__</span></code> attribute, it will look for the associated
+with a <code class="docutils literal notranslate"><span class="pre">__networkx_plugin__</span></code> attribute, it will look for the associated
 dispatch object in the entry_points, load it, and dispatch the work to it.</p>
 </section>
 <section id="testing">
 <h3>Testing<a class="headerlink" href="#testing" title="Permalink to this heading">#</a></h3>
 <p>To assist in validating the backend algorithm implementations, if an
-environment variable <code class="xref py py-obj docutils literal notranslate"><span class="pre">NETWORKX_GRAPH_CONVERT</span></code> is set to a registered
+environment variable <code class="docutils literal notranslate"><span class="pre">NETWORKX_GRAPH_CONVERT</span></code> is set to a registered
 plugin keys, the dispatch machinery will automatically convert regular
 networkx Graphs and DiGraphs to the backend equivalent by calling
-<code class="xref py py-obj docutils literal notranslate"><span class="pre">&lt;backend</span> <span class="pre">dispatcher&gt;.convert_from_nx(G,</span> <span class="pre">weight=weight,</span> <span class="pre">name=name)</span></code>.</p>
+<code class="docutils literal notranslate"><span class="pre">&lt;backend</span> <span class="pre">dispatcher&gt;.convert_from_nx(G,</span> <span class="pre">weight=weight,</span> <span class="pre">name=name)</span></code>.</p>
 <p>The converted object is then passed to the backend implementation of
 the algorithm. The result is then passed to
-<code class="xref py py-obj docutils literal notranslate"><span class="pre">&lt;backend</span> <span class="pre">dispatcher&gt;.convert_to_nx(result,</span> <span class="pre">name=name)</span></code> to convert back
+<code class="docutils literal notranslate"><span class="pre">&lt;backend</span> <span class="pre">dispatcher&gt;.convert_to_nx(result,</span> <span class="pre">name=name)</span></code> to convert back
 to a form expected by the NetworkX tests.</p>
-<p>By defining <code class="xref py py-obj docutils literal notranslate"><span class="pre">convert_from_nx</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">convert_to_nx</span></code> methods and setting
+<p>By defining <code class="docutils literal notranslate"><span class="pre">convert_from_nx</span></code> and <code class="docutils literal notranslate"><span class="pre">convert_to_nx</span></code> methods and setting
 the environment variable, NetworkX will automatically route tests on
 dispatchable algorithms to the backend, allowing the full networkx test
 suite to be run against the backend implementation.</p>
-<p>Example pytest invocation:
-NETWORKX_GRAPH_CONVERT=sparse pytest –pyargs networkx</p>
+<p>Example pytest invocation:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">NETWORKX_GRAPH_CONVERT</span><span class="o">=</span><span class="n">sparse</span> <span class="n">pytest</span> <span class="o">--</span><span class="n">pyargs</span> <span class="n">networkx</span>
+</pre></div>
+</div>
 <p>Dispatchable algorithms which are not implemented by the backend
-will cause a <code class="xref py py-obj docutils literal notranslate"><span class="pre">pytest.xfail()</span></code>, giving some indication that not all
+will cause a <code class="docutils literal notranslate"><span class="pre">pytest.xfail()</span></code>, giving some indication that not all
 tests are working, while avoiding causing an explicit failure.</p>
-<p>A special <code class="xref py py-obj docutils literal notranslate"><span class="pre">on_start_tests(items)</span></code> function may be defined by the backend.
+<p>A special <code class="docutils literal notranslate"><span class="pre">on_start_tests(items)</span></code> function may be defined by the backend.
 It will be called with the list of NetworkX tests discovered. Each item
-is a pytest.Node object. If the backend does not support the test, that
+is a <code class="xref py py-obj docutils literal notranslate"><span class="pre">pytest.Node</span></code> object. If the backend does not support the test, that
 test can be marked as xfail.</p>
 </section>
 <table class="autosummary longtable table autosummary">
@@ -802,6 +814,15 @@ test can be marked as xfail.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -856,15 +877,6 @@ test can be marked as xfail.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/multidigraph.html b/reference/classes/multidigraph.html
index 96fbcac1..2bec1b41 100644
--- a/reference/classes/multidigraph.html
+++ b/reference/classes/multidigraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiDiGraph—Directed graphs with self loops and parallel edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiDiGraph—Directed graphs with self loops and parallel edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/multidigraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/multidigraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="MultiDiGraph.__init__" href="generated/networkx.MultiDiGraph.__init__.html" />
     <link rel="prev" title="MultiGraph.edge_subgraph" href="generated/networkx.MultiGraph.edge_subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -878,8 +890,8 @@ This reduces the memory used, but you lose edge attributes.</p>
 <tr class="row-odd"><td><p><a class="reference internal" href="generated/networkx.MultiDiGraph.predecessors.html#networkx.MultiDiGraph.predecessors" title="networkx.MultiDiGraph.predecessors"><code class="xref py py-obj docutils literal notranslate"><span class="pre">MultiDiGraph.predecessors</span></code></a>(n)</p></td>
 <td><p>Returns an iterator over predecessor nodes of n.</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="generated/networkx.MultiDiGraph.succ.html#networkx.MultiDiGraph.succ" title="networkx.MultiDiGraph.succ"><code class="xref py py-obj docutils literal notranslate"><span class="pre">MultiDiGraph.succ</span></code></a></p></td>
-<td><p>Graph adjacency object holding the successors of each node.</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="generated/networkx.MultiDiGraph.pred.html#networkx.MultiDiGraph.pred" title="networkx.MultiDiGraph.pred"><code class="xref py py-obj docutils literal notranslate"><span class="pre">MultiDiGraph.pred</span></code></a></p></td>
+<td><p>Graph adjacency object holding the predecessors of each node.</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="generated/networkx.MultiDiGraph.adjacency.html#networkx.MultiDiGraph.adjacency" title="networkx.MultiDiGraph.adjacency"><code class="xref py py-obj docutils literal notranslate"><span class="pre">MultiDiGraph.adjacency</span></code></a>()</p></td>
 <td><p>Returns an iterator over (node, adjacency dict) tuples for all nodes.</p></td>
@@ -962,6 +974,15 @@ This reduces the memory used, but you lose edge attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1017,15 +1038,6 @@ This reduces the memory used, but you lose edge attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/classes/multigraph.html b/reference/classes/multigraph.html
index f947a207..24c3e488 100644
--- a/reference/classes/multigraph.html
+++ b/reference/classes/multigraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MultiGraph—Undirected graphs with self loops and parallel edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MultiGraph—Undirected graphs with self loops and parallel edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/classes/multigraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/classes/multigraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="MultiGraph.__init__" href="generated/networkx.MultiGraph.__init__.html" />
     <link rel="prev" title="DiGraph.reverse" href="generated/networkx.DiGraph.reverse.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -934,6 +946,15 @@ This reduces the memory used, but you lose edge attributes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -989,15 +1010,6 @@ This reduces the memory used, but you lose edge attributes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/convert.html b/reference/convert.html
index 1ff27edb..27a1ba67 100644
--- a/reference/convert.html
+++ b/reference/convert.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Converting to and from other data formats &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Converting to and from other data formats &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/convert';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/convert.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="to_networkx_graph" href="generated/networkx.convert.to_networkx_graph.html" />
     <link rel="prev" title="modularity_spectrum" href="generated/networkx.linalg.spectrum.modularity_spectrum.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ function which attempts to guess the input type and convert it automatically.</p
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -715,15 +736,6 @@ function which attempts to guess the input type and convert it automatically.</p
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/drawing.html b/reference/drawing.html
index e270fe22..56d7f896 100644
--- a/reference/drawing.html
+++ b/reference/drawing.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Drawing &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Drawing &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/drawing';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/drawing.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="draw" href="generated/networkx.drawing.nx_pylab.draw.html" />
-    <link rel="prev" title="Matrix Market" href="readwrite/matrix_market.html" />
+    <link rel="prev" title="write_network_text" href="readwrite/generated/networkx.readwrite.text.write_network_text.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -569,9 +581,9 @@ choice.</p>
 <h3>See Also<a class="headerlink" href="#see-also" title="Permalink to this heading">#</a></h3>
 <blockquote>
 <div><ul class="simple">
-<li><p><a class="reference external" href="https://matplotlib.org/stable/index.html" title="(in Matplotlib v3.6.2)"><span class="xref std std-doc">matplotlib</span></a></p></li>
-<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.scatter.html#matplotlib.pyplot.scatter" title="(in Matplotlib v3.6.2)"><code class="xref py py-func docutils literal notranslate"><span class="pre">matplotlib.pyplot.scatter()</span></code></a></p></li>
-<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a></p></li>
+<li><p><a class="reference external" href="https://matplotlib.org/stable/index.html" title="(in Matplotlib v3.7.0)"><span class="xref std std-doc">matplotlib</span></a></p></li>
+<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.scatter.html#matplotlib.pyplot.scatter" title="(in Matplotlib v3.7.0)"><code class="xref py py-func docutils literal notranslate"><span class="pre">matplotlib.pyplot.scatter()</span></code></a></p></li>
+<li><p><a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a></p></li>
 </ul>
 </div></blockquote>
 </section>
@@ -909,6 +921,15 @@ e.g. <code class="docutils literal notranslate"><span class="pre">nx.nx_layout._
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1006,15 +1027,6 @@ e.g. <code class="docutils literal notranslate"><span class="pre">nx.nx_layout._
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/exceptions.html b/reference/exceptions.html
index 547e6955..55edd972 100644
--- a/reference/exceptions.html
+++ b/reference/exceptions.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Exceptions &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Exceptions &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/exceptions';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/exceptions.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Utilities" href="utils.html" />
     <link rel="prev" title="Randomness" href="randomness.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@ completed when this exception was raised.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -756,15 +777,6 @@ completed when this exception was raised.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/functions.html b/reference/functions.html
index 5e3ed397..f1fb9646 100644
--- a/reference/functions.html
+++ b/reference/functions.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Functions &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Functions &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/functions';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/functions.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="degree" href="generated/networkx.classes.function.degree.html" />
     <link rel="prev" title="wiener_index" href="algorithms/generated/networkx.algorithms.wiener.wiener_index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -717,6 +729,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -764,15 +785,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/generated/networkx.utils.decorators.argmap.assemble.html b/reference/generated/generated/networkx.utils.decorators.argmap.assemble.html
index 249fad80..2651086f 100644
--- a/reference/generated/generated/networkx.utils.decorators.argmap.assemble.html
+++ b/reference/generated/generated/networkx.utils.decorators.argmap.assemble.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>argmap.assemble &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>argmap.assemble &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/generated/networkx.utils.decorators.argmap.assemble';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="argmap.compile" href="networkx.utils.decorators.argmap.compile.html" />
     <link rel="prev" title="networkx.utils.decorators.argmap" href="../networkx.utils.decorators.argmap.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -579,6 +591,15 @@ tuple into a list so that the arguments can be modified.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -600,15 +621,6 @@ tuple into a list so that the arguments can be modified.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/generated/networkx.utils.decorators.argmap.compile.html b/reference/generated/generated/networkx.utils.decorators.argmap.compile.html
index 9f505ca8..57828db7 100644
--- a/reference/generated/generated/networkx.utils.decorators.argmap.compile.html
+++ b/reference/generated/generated/networkx.utils.decorators.argmap.compile.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>argmap.compile &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>argmap.compile &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="argmap.signature" href="networkx.utils.decorators.argmap.signature.html" />
     <link rel="prev" title="argmap.assemble" href="networkx.utils.decorators.argmap.assemble.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@ to describe where the function comes from. The name is something like:
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@ to describe where the function comes from. The name is something like:
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/generated/networkx.utils.decorators.argmap.signature.html b/reference/generated/generated/networkx.utils.decorators.argmap.signature.html
index 40a868e9..d3848b79 100644
--- a/reference/generated/generated/networkx.utils.decorators.argmap.signature.html
+++ b/reference/generated/generated/networkx.utils.decorators.argmap.signature.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>argmap.signature &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>argmap.signature &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/generated/networkx.utils.decorators.argmap.signature';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="cuthill_mckee_ordering" href="../networkx.utils.rcm.cuthill_mckee_ordering.html" />
     <link rel="prev" title="argmap.compile" href="networkx.utils.decorators.argmap.compile.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -570,6 +582,15 @@ to construct a string of source code for the decorated function.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -591,15 +612,6 @@ to construct a string of source code for the decorated function.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.pop.html b/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.pop.html
index 58022a28..1794cdaa 100644
--- a/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.pop.html
+++ b/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.pop.html
@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MappedQueue.pop &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MappedQueue.pop &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MappedQueue.push" href="networkx.utils.mapped_queue.MappedQueue.push.html" />
     <link rel="prev" title="networkx.utils.mapped_queue.MappedQueue" href="../networkx.utils.mapped_queue.MappedQueue.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -540,6 +552,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -561,15 +582,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.push.html b/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.push.html
index 88c4bd07..412492cf 100644
--- a/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.push.html
+++ b/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.push.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MappedQueue.push &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MappedQueue.push &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.push.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MappedQueue.remove" href="networkx.utils.mapped_queue.MappedQueue.remove.html" />
     <link rel="prev" title="MappedQueue.pop" href="networkx.utils.mapped_queue.MappedQueue.pop.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -540,6 +552,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -561,15 +582,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.remove.html b/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.remove.html
index b7726b27..5acd9ca7 100644
--- a/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.remove.html
+++ b/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.remove.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MappedQueue.remove &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MappedQueue.remove &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.remove';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.remove.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="MappedQueue.update" href="networkx.utils.mapped_queue.MappedQueue.update.html" />
     <link rel="prev" title="MappedQueue.push" href="networkx.utils.mapped_queue.MappedQueue.push.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -540,6 +552,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -561,15 +582,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.update.html b/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.update.html
index 9d4ad49c..628a59a6 100644
--- a/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.update.html
+++ b/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.update.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>MappedQueue.update &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>MappedQueue.update &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.update';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/generated/networkx.utils.mapped_queue.MappedQueue.update.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Glossary" href="../../glossary.html" />
     <link rel="prev" title="MappedQueue.remove" href="networkx.utils.mapped_queue.MappedQueue.remove.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -540,6 +552,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -561,15 +582,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.add_cycle.html b/reference/generated/networkx.classes.function.add_cycle.html
index 047d5687..c227f900 100644
--- a/reference/generated/networkx.classes.function.add_cycle.html
+++ b/reference/generated/networkx.classes.function.add_cycle.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>add_cycle &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>add_cycle &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.add_cycle';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.add_cycle.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="subgraph" href="networkx.classes.function.subgraph.html" />
     <link rel="prev" title="add_path" href="networkx.classes.function.add_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ the nodes (in order) and added to the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ the nodes (in order) and added to the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.add_path.html b/reference/generated/networkx.classes.function.add_path.html
index 7451c9ab..e53034b2 100644
--- a/reference/generated/networkx.classes.function.add_path.html
+++ b/reference/generated/networkx.classes.function.add_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>add_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>add_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.add_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.add_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="add_cycle" href="networkx.classes.function.add_cycle.html" />
     <link rel="prev" title="add_star" href="networkx.classes.function.add_star.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ the nodes (in order) and added to the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ the nodes (in order) and added to the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.add_star.html b/reference/generated/networkx.classes.function.add_star.html
index 943853d3..d4997f32 100644
--- a/reference/generated/networkx.classes.function.add_star.html
+++ b/reference/generated/networkx.classes.function.add_star.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>add_star &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>add_star &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.add_star.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="add_path" href="networkx.classes.function.add_path.html" />
     <link rel="prev" title="is_empty" href="networkx.classes.function.is_empty.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -579,6 +591,15 @@ It is connected to all other nodes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -600,15 +621,6 @@ It is connected to all other nodes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.all_neighbors.html b/reference/generated/networkx.classes.function.all_neighbors.html
index 0a9e8909..7687e5bd 100644
--- a/reference/generated/networkx.classes.function.all_neighbors.html
+++ b/reference/generated/networkx.classes.function.all_neighbors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>all_neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>all_neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.all_neighbors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.all_neighbors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="non_neighbors" href="networkx.classes.function.non_neighbors.html" />
     <link rel="prev" title="neighbors" href="networkx.classes.function.neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -570,6 +582,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -591,15 +612,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.classes.function.common_neighbors.html b/reference/generated/networkx.classes.function.common_neighbors.html
index e32cf208..2573c984 100644
--- a/reference/generated/networkx.classes.function.common_neighbors.html
+++ b/reference/generated/networkx.classes.function.common_neighbors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>common_neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>common_neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.common_neighbors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.common_neighbors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="edges" href="networkx.classes.function.edges.html" />
     <link rel="prev" title="non_neighbors" href="networkx.classes.function.non_neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.classes.function.create_empty_copy.html b/reference/generated/networkx.classes.function.create_empty_copy.html
index 49b2134b..5806ea6d 100644
--- a/reference/generated/networkx.classes.function.create_empty_copy.html
+++ b/reference/generated/networkx.classes.function.create_empty_copy.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>create_empty_copy &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>create_empty_copy &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.create_empty_copy';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.create_empty_copy.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_directed" href="networkx.classes.function.is_directed.html" />
     <link rel="prev" title="density" href="networkx.classes.function.density.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -569,6 +581,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -590,15 +611,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.degree.html b/reference/generated/networkx.classes.function.degree.html
index e607577f..33bbb002 100644
--- a/reference/generated/networkx.classes.function.degree.html
+++ b/reference/generated/networkx.classes.function.degree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.degree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.degree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="degree_histogram" href="networkx.classes.function.degree_histogram.html" />
     <link rel="prev" title="Functions" href="../functions.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -554,6 +566,15 @@ If nbunch is omitted, then return degrees of <em>all</em> nodes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -575,15 +596,6 @@ If nbunch is omitted, then return degrees of <em>all</em> nodes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.degree_histogram.html b/reference/generated/networkx.classes.function.degree_histogram.html
index f1d2466c..d55754d6 100644
--- a/reference/generated/networkx.classes.function.degree_histogram.html
+++ b/reference/generated/networkx.classes.function.degree_histogram.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>degree_histogram &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degree_histogram &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.degree_histogram';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.degree_histogram.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="density" href="networkx.classes.function.density.html" />
     <link rel="prev" title="degree" href="networkx.classes.function.degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -571,6 +583,15 @@ The degree values are the index in the list.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -592,15 +613,6 @@ The degree values are the index in the list.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.density.html b/reference/generated/networkx.classes.function.density.html
index f5fb5b99..005b311b 100644
--- a/reference/generated/networkx.classes.function.density.html
+++ b/reference/generated/networkx.classes.function.density.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>density &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>density &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.density';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.density.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="create_empty_copy" href="networkx.classes.function.create_empty_copy.html" />
     <link rel="prev" title="degree_histogram" href="networkx.classes.function.degree_histogram.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@ loops can have density higher than 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@ loops can have density higher than 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.edge_subgraph.html b/reference/generated/networkx.classes.function.edge_subgraph.html
index 799d92a2..9cd6d1ff 100644
--- a/reference/generated/networkx.classes.function.edge_subgraph.html
+++ b/reference/generated/networkx.classes.function.edge_subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edge_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edge_subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.edge_subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.edge_subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="nodes" href="networkx.classes.function.nodes.html" />
     <link rel="prev" title="reverse_view" href="networkx.classes.function.reverse_view.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ can be created.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ can be created.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.edges.html b/reference/generated/networkx.classes.function.edges.html
index efc667c3..f43c1853 100644
--- a/reference/generated/networkx.classes.function.edges.html
+++ b/reference/generated/networkx.classes.function.edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="number_of_edges" href="networkx.classes.function.number_of_edges.html" />
     <link rel="prev" title="common_neighbors" href="networkx.classes.function.common_neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -555,6 +567,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -576,15 +597,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.freeze.html b/reference/generated/networkx.classes.function.freeze.html
index 60bf70f6..6c13c1f1 100644
--- a/reference/generated/networkx.classes.function.freeze.html
+++ b/reference/generated/networkx.classes.function.freeze.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>freeze &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>freeze &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.freeze';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.freeze.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_frozen" href="networkx.classes.function.is_frozen.html" />
     <link rel="prev" title="path_weight" href="networkx.classes.function.path_weight.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -588,6 +600,15 @@ nodes or edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -609,15 +630,6 @@ nodes or edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.get_edge_attributes.html b/reference/generated/networkx.classes.function.get_edge_attributes.html
index a459a979..8dd1686d 100644
--- a/reference/generated/networkx.classes.function.get_edge_attributes.html
+++ b/reference/generated/networkx.classes.function.get_edge_attributes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>get_edge_attributes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>get_edge_attributes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.get_edge_attributes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.get_edge_attributes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_path" href="networkx.classes.function.is_path.html" />
     <link rel="prev" title="set_edge_attributes" href="networkx.classes.function.set_edge_attributes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -577,6 +589,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -598,15 +619,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.get_node_attributes.html b/reference/generated/networkx.classes.function.get_node_attributes.html
index f1530f6b..835fe957 100644
--- a/reference/generated/networkx.classes.function.get_node_attributes.html
+++ b/reference/generated/networkx.classes.function.get_node_attributes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>get_node_attributes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>get_node_attributes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.get_node_attributes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.get_node_attributes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="set_edge_attributes" href="networkx.classes.function.set_edge_attributes.html" />
     <link rel="prev" title="set_node_attributes" href="networkx.classes.function.set_node_attributes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -575,6 +587,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -596,15 +617,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.induced_subgraph.html b/reference/generated/networkx.classes.function.induced_subgraph.html
index 1165003b..1f557e1b 100644
--- a/reference/generated/networkx.classes.function.induced_subgraph.html
+++ b/reference/generated/networkx.classes.function.induced_subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>induced_subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>induced_subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.induced_subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.induced_subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="restricted_view" href="networkx.classes.function.restricted_view.html" />
     <link rel="prev" title="subgraph_view" href="networkx.classes.function.subgraph_view.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -591,6 +603,15 @@ chains or not, as you wish. The returned subgraph is a view on <code class="xref
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -612,15 +633,6 @@ chains or not, as you wish. The returned subgraph is a view on <code class="xref
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.is_directed.html b/reference/generated/networkx.classes.function.is_directed.html
index b7ef5b2c..20179dcb 100644
--- a/reference/generated/networkx.classes.function.is_directed.html
+++ b/reference/generated/networkx.classes.function.is_directed.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.is_directed';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.is_directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_directed" href="networkx.classes.function.to_directed.html" />
     <link rel="prev" title="create_empty_copy" href="networkx.classes.function.create_empty_copy.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.is_empty.html b/reference/generated/networkx.classes.function.is_empty.html
index 6bd1fd19..f8702620 100644
--- a/reference/generated/networkx.classes.function.is_empty.html
+++ b/reference/generated/networkx.classes.function.is_empty.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_empty &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_empty &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.is_empty';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.is_empty.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="add_star" href="networkx.classes.function.add_star.html" />
     <link rel="prev" title="to_undirected" href="networkx.classes.function.to_undirected.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -572,6 +584,15 @@ is the number of nodes in the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -593,15 +614,6 @@ is the number of nodes in the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.is_frozen.html b/reference/generated/networkx.classes.function.is_frozen.html
index 6d6efcda..af9eb24b 100644
--- a/reference/generated/networkx.classes.function.is_frozen.html
+++ b/reference/generated/networkx.classes.function.is_frozen.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_frozen &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_frozen &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.is_frozen';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.is_frozen.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Graph generators" href="../generators.html" />
     <link rel="prev" title="freeze" href="networkx.classes.function.freeze.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -567,6 +579,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +609,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.is_negatively_weighted.html b/reference/generated/networkx.classes.function.is_negatively_weighted.html
index 1de15304..62357712 100644
--- a/reference/generated/networkx.classes.function.is_negatively_weighted.html
+++ b/reference/generated/networkx.classes.function.is_negatively_weighted.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_negatively_weighted &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_negatively_weighted &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.is_negatively_weighted';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.is_negatively_weighted.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="set_node_attributes" href="networkx.classes.function.set_node_attributes.html" />
     <link rel="prev" title="is_weighted" href="networkx.classes.function.is_weighted.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -595,6 +607,15 @@ weighted.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -616,15 +637,6 @@ weighted.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.is_path.html b/reference/generated/networkx.classes.function.is_path.html
index b288d891..cd89c079 100644
--- a/reference/generated/networkx.classes.function.is_path.html
+++ b/reference/generated/networkx.classes.function.is_path.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_path &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_path &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.is_path';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.is_path.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="path_weight" href="networkx.classes.function.path_weight.html" />
     <link rel="prev" title="get_edge_attributes" href="networkx.classes.function.get_edge_attributes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -571,6 +583,15 @@ each consecutive pair must be connected via one or more edges.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -592,15 +613,6 @@ each consecutive pair must be connected via one or more edges.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.classes.function.is_weighted.html b/reference/generated/networkx.classes.function.is_weighted.html
index d85dd1cd..7b3a913c 100644
--- a/reference/generated/networkx.classes.function.is_weighted.html
+++ b/reference/generated/networkx.classes.function.is_weighted.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>is_weighted &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_weighted &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_negatively_weighted" href="networkx.classes.function.is_negatively_weighted.html" />
     <link rel="prev" title="nodes_with_selfloops" href="networkx.classes.function.nodes_with_selfloops.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -592,6 +604,15 @@ None, then every edge in <code class="xref py py-obj docutils literal notranslat
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ None, then every edge in <code class="xref py py-obj docutils literal notranslat
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.classes.function.neighbors.html b/reference/generated/networkx.classes.function.neighbors.html
index f37372c8..a9b1e0e3 100644
--- a/reference/generated/networkx.classes.function.neighbors.html
+++ b/reference/generated/networkx.classes.function.neighbors.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.neighbors';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.neighbors.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="all_neighbors" href="networkx.classes.function.all_neighbors.html" />
     <link rel="prev" title="number_of_nodes" href="networkx.classes.function.number_of_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.classes.function.nodes.html b/reference/generated/networkx.classes.function.nodes.html
index dfc67904..c74593fb 100644
--- a/reference/generated/networkx.classes.function.nodes.html
+++ b/reference/generated/networkx.classes.function.nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="number_of_nodes" href="networkx.classes.function.number_of_nodes.html" />
     <link rel="prev" title="edge_subgraph" href="networkx.classes.function.edge_subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
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diff --git a/reference/generated/networkx.classes.function.nodes_with_selfloops.html b/reference/generated/networkx.classes.function.nodes_with_selfloops.html
index d9aace20..e7b807b8 100644
--- a/reference/generated/networkx.classes.function.nodes_with_selfloops.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>nodes_with_selfloops &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>nodes_with_selfloops &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_weighted" href="networkx.classes.function.is_weighted.html" />
     <link rel="prev" title="number_of_selfloops" href="networkx.classes.function.number_of_selfloops.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -577,6 +589,15 @@ to that node.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -598,15 +619,6 @@ to that node.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-<div class="toc-item">
-  
-</div>
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-  
 </div>
 
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diff --git a/reference/generated/networkx.classes.function.non_edges.html b/reference/generated/networkx.classes.function.non_edges.html
index aaacd68a..9e8c8883 100644
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@@ -6,7 +6,7 @@
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-    <title>non_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>non_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="number_of_edges" href="networkx.classes.function.number_of_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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     </button>
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@@ -567,6 +579,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +609,6 @@
 
 <div class="toc-item">
   
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 </div>
 
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diff --git a/reference/generated/networkx.classes.function.non_neighbors.html b/reference/generated/networkx.classes.function.non_neighbors.html
index 3f6df7c2..db3a5018 100644
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@@ -6,7 +6,7 @@
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-    <title>non_neighbors &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>non_neighbors &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="common_neighbors" href="networkx.classes.function.common_neighbors.html" />
     <link rel="prev" title="all_neighbors" href="networkx.classes.function.all_neighbors.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -569,6 +581,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -590,15 +611,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.number_of_edges.html b/reference/generated/networkx.classes.function.number_of_edges.html
index ec631f0e..363ee2aa 100644
--- a/reference/generated/networkx.classes.function.number_of_edges.html
+++ b/reference/generated/networkx.classes.function.number_of_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_of_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_of_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.number_of_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.number_of_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="non_edges" href="networkx.classes.function.non_edges.html" />
     <link rel="prev" title="edges" href="networkx.classes.function.edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.number_of_nodes.html b/reference/generated/networkx.classes.function.number_of_nodes.html
index aec68397..76706c7b 100644
--- a/reference/generated/networkx.classes.function.number_of_nodes.html
+++ b/reference/generated/networkx.classes.function.number_of_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_of_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_of_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.number_of_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.number_of_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="neighbors" href="networkx.classes.function.neighbors.html" />
     <link rel="prev" title="nodes" href="networkx.classes.function.nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.number_of_selfloops.html b/reference/generated/networkx.classes.function.number_of_selfloops.html
index bab6236c..683fe00c 100644
--- a/reference/generated/networkx.classes.function.number_of_selfloops.html
+++ b/reference/generated/networkx.classes.function.number_of_selfloops.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_of_selfloops &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_of_selfloops &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.number_of_selfloops';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.number_of_selfloops.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="nodes_with_selfloops" href="networkx.classes.function.nodes_with_selfloops.html" />
     <link rel="prev" title="selfloop_edges" href="networkx.classes.function.selfloop_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -576,6 +588,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -597,15 +618,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.path_weight.html b/reference/generated/networkx.classes.function.path_weight.html
index 697ff5ed..3c167a78 100644
--- a/reference/generated/networkx.classes.function.path_weight.html
+++ b/reference/generated/networkx.classes.function.path_weight.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>path_weight &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>path_weight &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.path_weight';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.path_weight.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="freeze" href="networkx.classes.function.freeze.html" />
     <link rel="prev" title="is_path" href="networkx.classes.function.is_path.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ specified weight of the specified path</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ specified weight of the specified path</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.restricted_view.html b/reference/generated/networkx.classes.function.restricted_view.html
index b28b031c..64436fd1 100644
--- a/reference/generated/networkx.classes.function.restricted_view.html
+++ b/reference/generated/networkx.classes.function.restricted_view.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>restricted_view &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>restricted_view &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.restricted_view';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.restricted_view.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="reverse_view" href="networkx.classes.function.reverse_view.html" />
     <link rel="prev" title="induced_subgraph" href="networkx.classes.function.induced_subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -591,6 +603,15 @@ can be created.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -612,15 +633,6 @@ can be created.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.reverse_view.html b/reference/generated/networkx.classes.function.reverse_view.html
index f10c73d1..fa990956 100644
--- a/reference/generated/networkx.classes.function.reverse_view.html
+++ b/reference/generated/networkx.classes.function.reverse_view.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>reverse_view &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>reverse_view &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.reverse_view';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.reverse_view.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="edge_subgraph" href="networkx.classes.function.edge_subgraph.html" />
     <link rel="prev" title="restricted_view" href="networkx.classes.function.restricted_view.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@ edge directions are reversed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@ edge directions are reversed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.selfloop_edges.html b/reference/generated/networkx.classes.function.selfloop_edges.html
index b0c2e13b..e4902847 100644
--- a/reference/generated/networkx.classes.function.selfloop_edges.html
+++ b/reference/generated/networkx.classes.function.selfloop_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>selfloop_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>selfloop_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.selfloop_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.selfloop_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="number_of_selfloops" href="networkx.classes.function.number_of_selfloops.html" />
     <link rel="prev" title="non_edges" href="networkx.classes.function.non_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -597,6 +609,15 @@ Only relevant if data is not True or False.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -618,15 +639,6 @@ Only relevant if data is not True or False.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.set_edge_attributes.html b/reference/generated/networkx.classes.function.set_edge_attributes.html
index c1111e46..4e6262e0 100644
--- a/reference/generated/networkx.classes.function.set_edge_attributes.html
+++ b/reference/generated/networkx.classes.function.set_edge_attributes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>set_edge_attributes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>set_edge_attributes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.set_edge_attributes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.set_edge_attributes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="get_edge_attributes" href="networkx.classes.function.get_edge_attributes.html" />
     <link rel="prev" title="get_node_attributes" href="networkx.classes.function.get_node_attributes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -651,6 +663,15 @@ overwrite the previous values. Continuing from the previous case we get:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -672,15 +693,6 @@ overwrite the previous values. Continuing from the previous case we get:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.set_node_attributes.html b/reference/generated/networkx.classes.function.set_node_attributes.html
index 808cc3f3..aa913e61 100644
--- a/reference/generated/networkx.classes.function.set_node_attributes.html
+++ b/reference/generated/networkx.classes.function.set_node_attributes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>set_node_attributes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>set_node_attributes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.set_node_attributes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.set_node_attributes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="get_node_attributes" href="networkx.classes.function.get_node_attributes.html" />
     <link rel="prev" title="is_negatively_weighted" href="networkx.classes.function.is_negatively_weighted.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -631,6 +643,15 @@ values are silently ignored:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -652,15 +673,6 @@ values are silently ignored:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.subgraph.html b/reference/generated/networkx.classes.function.subgraph.html
index 391e22a8..691c0226 100644
--- a/reference/generated/networkx.classes.function.subgraph.html
+++ b/reference/generated/networkx.classes.function.subgraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>subgraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>subgraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.subgraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.subgraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="subgraph_view" href="networkx.classes.function.subgraph_view.html" />
     <link rel="prev" title="add_cycle" href="networkx.classes.function.add_cycle.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -570,6 +582,15 @@ ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -591,15 +612,6 @@ ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.subgraph_view.html b/reference/generated/networkx.classes.function.subgraph_view.html
index 97794423..7cdeb308 100644
--- a/reference/generated/networkx.classes.function.subgraph_view.html
+++ b/reference/generated/networkx.classes.function.subgraph_view.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>subgraph_view &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>subgraph_view &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.subgraph_view';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.subgraph_view.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="induced_subgraph" href="networkx.classes.function.induced_subgraph.html" />
     <link rel="prev" title="subgraph" href="networkx.classes.function.subgraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -618,6 +630,15 @@ data — for example, filtering on edge data attached to the graph:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -639,15 +660,6 @@ data — for example, filtering on edge data attached to the graph:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.to_directed.html b/reference/generated/networkx.classes.function.to_directed.html
index 3f95dd68..530b1b23 100644
--- a/reference/generated/networkx.classes.function.to_directed.html
+++ b/reference/generated/networkx.classes.function.to_directed.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_directed &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_directed &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.to_directed.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_undirected" href="networkx.classes.function.to_undirected.html" />
     <link rel="prev" title="is_directed" href="networkx.classes.function.is_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -556,6 +568,15 @@ while this function always provides a view.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -577,15 +598,6 @@ while this function always provides a view.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.classes.function.to_undirected.html b/reference/generated/networkx.classes.function.to_undirected.html
index 8615ffd0..dd4f8691 100644
--- a/reference/generated/networkx.classes.function.to_undirected.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_undirected &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_undirected &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.classes.function.to_undirected';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.classes.function.to_undirected.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_empty" href="networkx.classes.function.is_empty.html" />
     <link rel="prev" title="to_directed" href="networkx.classes.function.to_directed.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -556,6 +568,15 @@ while this function always provides a view.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -577,15 +598,6 @@ while this function always provides a view.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.convert.from_dict_of_dicts.html b/reference/generated/networkx.convert.from_dict_of_dicts.html
index fd135bb1..dba2875e 100644
--- a/reference/generated/networkx.convert.from_dict_of_dicts.html
+++ b/reference/generated/networkx.convert.from_dict_of_dicts.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_dict_of_dicts &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_dict_of_dicts &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.convert.from_dict_of_dicts';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.convert.from_dict_of_dicts.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_dict_of_lists" href="networkx.convert.to_dict_of_lists.html" />
     <link rel="prev" title="to_dict_of_dicts" href="networkx.convert.to_dict_of_dicts.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@ node to neighbor to edge data.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@ node to neighbor to edge data.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.convert.from_dict_of_lists.html b/reference/generated/networkx.convert.from_dict_of_lists.html
index ef5d34a2..47822ec2 100644
--- a/reference/generated/networkx.convert.from_dict_of_lists.html
+++ b/reference/generated/networkx.convert.from_dict_of_lists.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_dict_of_lists &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_dict_of_lists &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.convert.from_dict_of_lists';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.convert.from_dict_of_lists.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_edgelist" href="networkx.convert.to_edgelist.html" />
     <link rel="prev" title="to_dict_of_lists" href="networkx.convert.to_dict_of_lists.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -547,6 +559,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -568,15 +589,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.convert.from_edgelist.html b/reference/generated/networkx.convert.from_edgelist.html
index 0a49e01e..78d309da 100644
--- a/reference/generated/networkx.convert.from_edgelist.html
+++ b/reference/generated/networkx.convert.from_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.convert.from_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.convert.from_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_numpy_array" href="networkx.convert_matrix.to_numpy_array.html" />
     <link rel="prev" title="to_edgelist" href="networkx.convert.to_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -547,6 +559,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -568,15 +589,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.convert.to_dict_of_dicts.html b/reference/generated/networkx.convert.to_dict_of_dicts.html
index 6365e584..f841e7fe 100644
--- a/reference/generated/networkx.convert.to_dict_of_dicts.html
+++ b/reference/generated/networkx.convert.to_dict_of_dicts.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_dict_of_dicts &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_dict_of_dicts &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.convert.to_dict_of_dicts';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.convert.to_dict_of_dicts.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="from_dict_of_dicts" href="networkx.convert.from_dict_of_dicts.html" />
     <link rel="prev" title="to_networkx_graph" href="networkx.convert.to_networkx_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -626,6 +638,15 @@ replaced:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -647,15 +668,6 @@ replaced:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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index 10e6d63f..481cbd12 100644
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-    <title>to_dict_of_lists &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="from_dict_of_dicts" href="networkx.convert.from_dict_of_dicts.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
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+  
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diff --git a/reference/generated/networkx.convert.to_edgelist.html b/reference/generated/networkx.convert.to_edgelist.html
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@@ -6,7 +6,7 @@
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-    <title>to_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="from_dict_of_lists" href="networkx.convert.from_dict_of_lists.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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@@ -559,15 +580,6 @@
 
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-<div id="searchbox"></div>
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-  
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diff --git a/reference/generated/networkx.convert.to_networkx_graph.html b/reference/generated/networkx.convert.to_networkx_graph.html
index 3871f286..2f5f8c6e 100644
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-    <title>to_networkx_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_networkx_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="Converting to and from other data formats" href="../convert.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -565,6 +577,15 @@ a multigraph from a multigraph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -586,15 +607,6 @@ a multigraph from a multigraph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
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-  
 </div>
 
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diff --git a/reference/generated/networkx.convert_matrix.from_numpy_array.html b/reference/generated/networkx.convert_matrix.from_numpy_array.html
index bf66bb4a..f199f073 100644
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-    <title>from_numpy_array &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="to_numpy_array" href="networkx.convert_matrix.to_numpy_array.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -606,6 +618,15 @@ as the number of parallel edges joining those two vertices:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -627,15 +648,6 @@ as the number of parallel edges joining those two vertices:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-  
 </div>
 
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-    <title>from_pandas_adjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_pandas_adjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="to_pandas_adjacency" href="networkx.convert_matrix.to_pandas_adjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -568,6 +580,15 @@ NetworkX graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -589,15 +610,6 @@ NetworkX graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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 </div>
 
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-    <title>from_pandas_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_pandas_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="to_pandas_edgelist" href="networkx.convert_matrix.to_pandas_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -622,6 +634,15 @@ is a multigraph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ is a multigraph.</p>
 
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-
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-  
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diff --git a/reference/generated/networkx.convert_matrix.from_scipy_sparse_array.html b/reference/generated/networkx.convert_matrix.from_scipy_sparse_array.html
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-    <title>from_scipy_sparse_array &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_scipy_sparse_array &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_pandas_adjacency" href="networkx.convert_matrix.to_pandas_adjacency.html" />
     <link rel="prev" title="to_scipy_sparse_array" href="networkx.convert_matrix.to_scipy_sparse_array.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -586,6 +598,15 @@ as the number of parallel edges joining those two vertices:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -607,15 +628,6 @@ as the number of parallel edges joining those two vertices:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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diff --git a/reference/generated/networkx.convert_matrix.to_numpy_array.html b/reference/generated/networkx.convert_matrix.to_numpy_array.html
index d1fc6474..b16892cc 100644
--- a/reference/generated/networkx.convert_matrix.to_numpy_array.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_numpy_array &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_numpy_array &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="from_edgelist" href="networkx.convert.from_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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@@ -673,6 +685,15 @@ makes it much clearer to differentiate such 0-weighted edges and actual nonedge
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -694,15 +715,6 @@ makes it much clearer to differentiate such 0-weighted edges and actual nonedge
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.convert_matrix.to_pandas_adjacency.html b/reference/generated/networkx.convert_matrix.to_pandas_adjacency.html
index 04841b11..706c0ec1 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>to_pandas_adjacency &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_pandas_adjacency &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="from_scipy_sparse_array" href="networkx.convert_matrix.from_scipy_sparse_array.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -602,6 +614,15 @@ resulting Pandas DataFrame can be modified as follows:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -623,15 +644,6 @@ resulting Pandas DataFrame can be modified as follows:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.convert_matrix.to_pandas_edgelist.html b/reference/generated/networkx.convert_matrix.to_pandas_edgelist.html
index 97c4aebd..75a793d5 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>to_pandas_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_pandas_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="from_pandas_adjacency" href="networkx.convert_matrix.from_pandas_adjacency.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ multigraph case). If None, edge keys are not stored in the DataFrame.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ multigraph case). If None, edge keys are not stored in the DataFrame.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.convert_matrix.to_scipy_sparse_array.html b/reference/generated/networkx.convert_matrix.to_scipy_sparse_array.html
index 987dcd96..27a720ce 100644
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-    <title>to_scipy_sparse_array &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_scipy_sparse_array &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="from_scipy_sparse_array" href="networkx.convert_matrix.from_scipy_sparse_array.html" />
     <link rel="prev" title="from_numpy_array" href="networkx.convert_matrix.from_numpy_array.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,6 +615,15 @@ resulting SciPy sparse array can be modified as follows:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ resulting SciPy sparse array can be modified as follows:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.bipartite_layout.html b/reference/generated/networkx.drawing.layout.bipartite_layout.html
index f54c5b24..8f024846 100644
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bipartite_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bipartite_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.bipartite_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="circular_layout" href="networkx.drawing.layout.circular_layout.html" />
     <link rel="prev" title="pydot_layout" href="networkx.drawing.nx_pydot.pydot_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -587,6 +599,15 @@ try to minimize edge crossings.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -608,15 +629,6 @@ try to minimize edge crossings.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.circular_layout.html b/reference/generated/networkx.drawing.layout.circular_layout.html
index c81bc201..8ec8e4d5 100644
--- a/reference/generated/networkx.drawing.layout.circular_layout.html
+++ b/reference/generated/networkx.drawing.layout.circular_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>circular_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>circular_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.circular_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.circular_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="kamada_kawai_layout" href="networkx.drawing.layout.kamada_kawai_layout.html" />
     <link rel="prev" title="bipartite_layout" href="networkx.drawing.layout.bipartite_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ try to minimize edge crossings.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ try to minimize edge crossings.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.kamada_kawai_layout.html b/reference/generated/networkx.drawing.layout.kamada_kawai_layout.html
index 36a8c56e..4df71879 100644
--- a/reference/generated/networkx.drawing.layout.kamada_kawai_layout.html
+++ b/reference/generated/networkx.drawing.layout.kamada_kawai_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>kamada_kawai_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>kamada_kawai_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.kamada_kawai_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.kamada_kawai_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="planar_layout" href="networkx.drawing.layout.planar_layout.html" />
     <link rel="prev" title="circular_layout" href="networkx.drawing.layout.circular_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -589,6 +601,15 @@ the edge weight.  If None, then all edge weights are 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -610,15 +631,6 @@ the edge weight.  If None, then all edge weights are 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.multipartite_layout.html b/reference/generated/networkx.drawing.layout.multipartite_layout.html
index 52914ec3..4d078ec5 100644
--- a/reference/generated/networkx.drawing.layout.multipartite_layout.html
+++ b/reference/generated/networkx.drawing.layout.multipartite_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>multipartite_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>multipartite_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.multipartite_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.multipartite_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_latex_raw" href="networkx.drawing.nx_latex.to_latex_raw.html" />
     <link rel="prev" title="spiral_layout" href="networkx.drawing.layout.spiral_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ have subset_key data, they will be placed in the corresponding layers.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ have subset_key data, they will be placed in the corresponding layers.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.planar_layout.html b/reference/generated/networkx.drawing.layout.planar_layout.html
index f2c47db5..485cea08 100644
--- a/reference/generated/networkx.drawing.layout.planar_layout.html
+++ b/reference/generated/networkx.drawing.layout.planar_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>planar_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>planar_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.planar_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.planar_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_layout" href="networkx.drawing.layout.random_layout.html" />
     <link rel="prev" title="kamada_kawai_layout" href="networkx.drawing.layout.kamada_kawai_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ nx.PlanarEmbedding, the positions are selected accordingly.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ nx.PlanarEmbedding, the positions are selected accordingly.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.random_layout.html b/reference/generated/networkx.drawing.layout.random_layout.html
index 1a0722c8..9b6b9516 100644
--- a/reference/generated/networkx.drawing.layout.random_layout.html
+++ b/reference/generated/networkx.drawing.layout.random_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.random_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.random_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="rescale_layout" href="networkx.drawing.layout.rescale_layout.html" />
     <link rel="prev" title="planar_layout" href="networkx.drawing.layout.planar_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -586,6 +598,15 @@ by numpy.random.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -607,15 +628,6 @@ by numpy.random.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.rescale_layout.html b/reference/generated/networkx.drawing.layout.rescale_layout.html
index 8278afc4..5b6d2196 100644
--- a/reference/generated/networkx.drawing.layout.rescale_layout.html
+++ b/reference/generated/networkx.drawing.layout.rescale_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>rescale_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>rescale_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.rescale_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.rescale_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="rescale_layout_dict" href="networkx.drawing.layout.rescale_layout_dict.html" />
     <link rel="prev" title="random_layout" href="networkx.drawing.layout.random_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ The resulting NumPy Array is returned (order of rows unchanged).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ The resulting NumPy Array is returned (order of rows unchanged).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.rescale_layout_dict.html b/reference/generated/networkx.drawing.layout.rescale_layout_dict.html
index dbf01649..3b4bd563 100644
--- a/reference/generated/networkx.drawing.layout.rescale_layout_dict.html
+++ b/reference/generated/networkx.drawing.layout.rescale_layout_dict.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>rescale_layout_dict &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>rescale_layout_dict &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.rescale_layout_dict';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.rescale_layout_dict.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="shell_layout" href="networkx.drawing.layout.shell_layout.html" />
     <link rel="prev" title="rescale_layout" href="networkx.drawing.layout.rescale_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.shell_layout.html b/reference/generated/networkx.drawing.layout.shell_layout.html
index 21056eec..2659f290 100644
--- a/reference/generated/networkx.drawing.layout.shell_layout.html
+++ b/reference/generated/networkx.drawing.layout.shell_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>shell_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>shell_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.shell_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.shell_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="spring_layout" href="networkx.drawing.layout.spring_layout.html" />
     <link rel="prev" title="rescale_layout_dict" href="networkx.drawing.layout.rescale_layout_dict.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -595,6 +607,15 @@ try to minimize edge crossings.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -616,15 +637,6 @@ try to minimize edge crossings.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.spectral_layout.html b/reference/generated/networkx.drawing.layout.spectral_layout.html
index 9ed200bd..0346381a 100644
--- a/reference/generated/networkx.drawing.layout.spectral_layout.html
+++ b/reference/generated/networkx.drawing.layout.spectral_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>spectral_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>spectral_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.spectral_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.spectral_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="spiral_layout" href="networkx.drawing.layout.spiral_layout.html" />
     <link rel="prev" title="spring_layout" href="networkx.drawing.layout.spring_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ eigenvalue solver (ARPACK).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ eigenvalue solver (ARPACK).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.spiral_layout.html b/reference/generated/networkx.drawing.layout.spiral_layout.html
index 58b63b51..d922babf 100644
--- a/reference/generated/networkx.drawing.layout.spiral_layout.html
+++ b/reference/generated/networkx.drawing.layout.spiral_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>spiral_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>spiral_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.spiral_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.spiral_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="multipartite_layout" href="networkx.drawing.layout.multipartite_layout.html" />
     <link rel="prev" title="spectral_layout" href="networkx.drawing.layout.spectral_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -596,6 +608,15 @@ from each other by increasing separation further from center.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -617,15 +638,6 @@ from each other by increasing separation further from center.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.layout.spring_layout.html b/reference/generated/networkx.drawing.layout.spring_layout.html
index 6e9bd873..8b70d179 100644
--- a/reference/generated/networkx.drawing.layout.spring_layout.html
+++ b/reference/generated/networkx.drawing.layout.spring_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>spring_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>spring_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.layout.spring_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.spring_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="spectral_layout" href="networkx.drawing.layout.spectral_layout.html" />
     <link rel="prev" title="shell_layout" href="networkx.drawing.layout.shell_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -622,6 +634,15 @@ by numpy.random.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -643,15 +664,6 @@ by numpy.random.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_agraph.from_agraph.html b/reference/generated/networkx.drawing.nx_agraph.from_agraph.html
index 757a0b15..3048872f 100644
--- a/reference/generated/networkx.drawing.nx_agraph.from_agraph.html
+++ b/reference/generated/networkx.drawing.nx_agraph.from_agraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_agraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_agraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_agraph.from_agraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_agraph.from_agraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_agraph" href="networkx.drawing.nx_agraph.to_agraph.html" />
     <link rel="prev" title="draw_shell" href="networkx.drawing.nx_pylab.draw_shell.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,6 +590,15 @@ attribute or the value 1 if no edge weight attribute is found.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ attribute or the value 1 if no edge weight attribute is found.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_agraph.graphviz_layout.html b/reference/generated/networkx.drawing.nx_agraph.graphviz_layout.html
index 849f21f4..6598501d 100644
--- a/reference/generated/networkx.drawing.nx_agraph.graphviz_layout.html
+++ b/reference/generated/networkx.drawing.nx_agraph.graphviz_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>graphviz_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>graphviz_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_agraph.graphviz_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_agraph.graphviz_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="pygraphviz_layout" href="networkx.drawing.nx_agraph.pygraphviz_layout.html" />
     <link rel="prev" title="read_dot" href="networkx.drawing.nx_agraph.read_dot.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -582,6 +594,15 @@ see <a class="gitlab reference external" href="https://gitlab.com/graphviz/graph
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +624,6 @@ see <a class="gitlab reference external" href="https://gitlab.com/graphviz/graph
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_agraph.pygraphviz_layout.html b/reference/generated/networkx.drawing.nx_agraph.pygraphviz_layout.html
index d279afb0..4d9e4d6b 100644
--- a/reference/generated/networkx.drawing.nx_agraph.pygraphviz_layout.html
+++ b/reference/generated/networkx.drawing.nx_agraph.pygraphviz_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>pygraphviz_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>pygraphviz_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_agraph.pygraphviz_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_agraph.pygraphviz_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="from_pydot" href="networkx.drawing.nx_pydot.from_pydot.html" />
     <link rel="prev" title="graphviz_layout" href="networkx.drawing.nx_agraph.graphviz_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -592,6 +604,15 @@ see <a class="gitlab reference external" href="https://gitlab.com/graphviz/graph
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +634,6 @@ see <a class="gitlab reference external" href="https://gitlab.com/graphviz/graph
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_agraph.read_dot.html b/reference/generated/networkx.drawing.nx_agraph.read_dot.html
index 8cb5f12f..4afbf4b1 100644
--- a/reference/generated/networkx.drawing.nx_agraph.read_dot.html
+++ b/reference/generated/networkx.drawing.nx_agraph.read_dot.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_dot &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_dot &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_agraph.read_dot';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_agraph.read_dot.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="graphviz_layout" href="networkx.drawing.nx_agraph.graphviz_layout.html" />
     <link rel="prev" title="write_dot" href="networkx.drawing.nx_agraph.write_dot.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -561,6 +573,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -582,15 +603,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_agraph.to_agraph.html b/reference/generated/networkx.drawing.nx_agraph.to_agraph.html
index 9a75c9af..ff62a985 100644
--- a/reference/generated/networkx.drawing.nx_agraph.to_agraph.html
+++ b/reference/generated/networkx.drawing.nx_agraph.to_agraph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_agraph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_agraph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_agraph.to_agraph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_agraph.to_agraph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="write_dot" href="networkx.drawing.nx_agraph.write_dot.html" />
     <link rel="prev" title="from_agraph" href="networkx.drawing.nx_agraph.from_agraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -570,6 +582,15 @@ and then updated with the calling arguments if any.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -591,15 +612,6 @@ and then updated with the calling arguments if any.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_agraph.write_dot.html b/reference/generated/networkx.drawing.nx_agraph.write_dot.html
index 6bcb7ac5..453b27ab 100644
--- a/reference/generated/networkx.drawing.nx_agraph.write_dot.html
+++ b/reference/generated/networkx.drawing.nx_agraph.write_dot.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_dot &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_dot &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_agraph.write_dot';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_agraph.write_dot.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_dot" href="networkx.drawing.nx_agraph.read_dot.html" />
     <link rel="prev" title="to_agraph" href="networkx.drawing.nx_agraph.to_agraph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -567,6 +579,15 @@ see <a class="gitlab reference external" href="https://gitlab.com/graphviz/graph
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +609,6 @@ see <a class="gitlab reference external" href="https://gitlab.com/graphviz/graph
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_latex.to_latex.html b/reference/generated/networkx.drawing.nx_latex.to_latex.html
index bfad597f..6ff0ff32 100644
--- a/reference/generated/networkx.drawing.nx_latex.to_latex.html
+++ b/reference/generated/networkx.drawing.nx_latex.to_latex.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_latex &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_latex &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_latex.to_latex';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_latex.to_latex.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="write_latex" href="networkx.drawing.nx_latex.write_latex.html" />
     <link rel="prev" title="to_latex_raw" href="networkx.drawing.nx_latex.to_latex_raw.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -646,6 +658,15 @@ The size is the vertical size of each row of subfigures as a fraction.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -667,15 +688,6 @@ The size is the vertical size of each row of subfigures as a fraction.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_latex.to_latex_raw.html b/reference/generated/networkx.drawing.nx_latex.to_latex_raw.html
index 5efb93a5..c31b6ccd 100644
--- a/reference/generated/networkx.drawing.nx_latex.to_latex_raw.html
+++ b/reference/generated/networkx.drawing.nx_latex.to_latex_raw.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_latex_raw &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_latex_raw &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_latex.to_latex_raw';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_latex.to_latex_raw.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_latex" href="networkx.drawing.nx_latex.to_latex.html" />
     <link rel="prev" title="multipartite_layout" href="networkx.drawing.layout.multipartite_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -614,6 +626,15 @@ Or a dict keyed by edge to a string holding the label options for that edge.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +656,6 @@ Or a dict keyed by edge to a string holding the label options for that edge.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_latex.write_latex.html b/reference/generated/networkx.drawing.nx_latex.write_latex.html
index a6fb1931..95bf3b40 100644
--- a/reference/generated/networkx.drawing.nx_latex.write_latex.html
+++ b/reference/generated/networkx.drawing.nx_latex.write_latex.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_latex &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_latex &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_latex.write_latex';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_latex.write_latex.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Randomness" href="../randomness.html" />
     <link rel="prev" title="to_latex" href="networkx.drawing.nx_latex.to_latex.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -538,7 +550,7 @@
 <dd><p>Write the latex code to draw the graph(s) onto <code class="xref py py-obj docutils literal notranslate"><span class="pre">path</span></code>.</p>
 <p>This convenience function creates the latex drawing code as a string
 and writes that to a file ready to be compiled when <code class="xref py py-obj docutils literal notranslate"><span class="pre">as_document</span></code> is True
-or ready to be <a href="#id1"><span class="problematic" id="id2">``</span></a>import``ed or <a href="#id3"><span class="problematic" id="id4">`</span></a>include``ed into your main LaTeX document.</p>
+or ready to be <code class="docutils literal notranslate"><span class="pre">import</span></code> ed or <code class="docutils literal notranslate"><span class="pre">include</span></code> ed into your main LaTeX document.</p>
 <p>The <code class="xref py py-obj docutils literal notranslate"><span class="pre">path</span></code> argument can be a string filename or a file handle to write to.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -550,71 +562,71 @@ envionment within a single figure environment.</p>
 <dt><strong>path</strong><span class="classifier">filename</span></dt><dd><p>Filename or file handle to write to</p>
 </dd>
 <dt><strong>options</strong><span class="classifier">dict</span></dt><dd><p>By default, TikZ is used with options: (others are ignored):</p>
-<dl>
-<dt>pos<span class="classifier">string or dict or list</span></dt><dd><p>The name of the node attribute on <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that holds the position of each node.
-Positions can be sequences of length 2 with numbers for (x,y) coordinates.
-They can also be strings to denote positions in TikZ style, such as (x, y)
-or (angle:radius).
-If a dict, it should be keyed by node to a position.
-If an empty dict, a circular layout is computed by TikZ.
-If you are drawing many graphs in subfigures, use a list of position dicts.</p>
-</dd>
-<dt>tikz_options<span class="classifier">string</span></dt><dd><p>The tikzpicture options description defining the options for the picture.
-Often large scale options like <code class="xref py py-obj docutils literal notranslate"><span class="pre">[scale=2]</span></code>.</p>
-</dd>
-<dt>default_node_options<span class="classifier">string</span></dt><dd><p>The draw options for a path of nodes. Individual node options override these.</p>
-</dd>
-<dt>node_options<span class="classifier">string or dict</span></dt><dd><p>The name of the node attribute on <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that holds the options for each node.
-Or a dict keyed by node to a string holding the options for that node.</p>
-</dd>
-<dt>node_label<span class="classifier">string or dict</span></dt><dd><p>The name of the node attribute on <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that holds the node label (text)
-displayed for each node. If the attribute is “” or not present, the node
-itself is drawn as a string. LaTeX processing such as <code class="docutils literal notranslate"><span class="pre">&quot;$A_1$&quot;</span></code> is allowed.
-Or a dict keyed by node to a string holding the label for that node.</p>
-</dd>
-<dt>default_edge_options<span class="classifier">string</span></dt><dd><p>The options for the scope drawing all edges. The default is “[-]” for
-undirected graphs and “[-&gt;]” for directed graphs.</p>
-</dd>
-<dt>edge_options<span class="classifier">string or dict</span></dt><dd><p>The name of the edge attribute on <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that holds the options for each edge.
-If the edge is a self-loop and <code class="docutils literal notranslate"><span class="pre">&quot;loop&quot;</span> <span class="pre">not</span> <span class="pre">in</span> <span class="pre">edge_options</span></code> the option
-“loop,” is added to the options for the self-loop edge. Hence you can
-use “[loop above]” explicitly, but the default is “[loop]”.
-Or a dict keyed by edge to a string holding the options for that edge.</p>
-</dd>
-<dt>edge_label<span class="classifier">string or dict</span></dt><dd><p>The name of the edge attribute on <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that holds the edge label (text)
-displayed for each edge. If the attribute is “” or not present, no edge
-label is drawn.
-Or a dict keyed by edge to a string holding the label for that edge.</p>
-</dd>
-<dt>edge_label_options<span class="classifier">string or dict</span></dt><dd><p>The name of the edge attribute on <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> that holds the label options for
-each edge. For example, “[sloped,above,blue]”. The default is no options.
-Or a dict keyed by edge to a string holding the label options for that edge.</p>
-</dd>
-<dt>caption<span class="classifier">string</span></dt><dd><p>The caption string for the figure environment</p>
-</dd>
-<dt>latex_label<span class="classifier">string</span></dt><dd><p>The latex label used for the figure for easy referral from the main text</p>
-</dd>
-<dt>sub_captions<span class="classifier">list of strings</span></dt><dd><p>The sub_caption string for each subfigure in the figure</p>
-</dd>
-<dt>sub_latex_labels<span class="classifier">list of strings</span></dt><dd><p>The latex label for each subfigure in the figure</p>
-</dd>
-<dt>n_rows<span class="classifier">int</span></dt><dd><p>The number of rows of subfigures to arrange for multiple graphs</p>
-</dd>
-<dt>as_document<span class="classifier">bool</span></dt><dd><p>Whether to wrap the latex code in a document envionment for compiling</p>
-</dd>
-<dt>document_wrapper<span class="classifier">formatted text string with variable <code class="docutils literal notranslate"><span class="pre">content</span></code>.</span></dt><dd><p>This text is called to evaluate the content embedded in a document
-environment with a preamble setting up the TikZ syntax.</p>
-</dd>
-<dt>figure_wrapper<span class="classifier">formatted text string</span></dt><dd><p>This text is evaluated with variables <code class="docutils literal notranslate"><span class="pre">content</span></code>, <code class="docutils literal notranslate"><span class="pre">caption</span></code> and <code class="docutils literal notranslate"><span class="pre">label</span></code>.
-It wraps the content and if a caption is provided, adds the latex code for
-that caption, and if a label is provided, adds the latex code for a label.</p>
-</dd>
-<dt>subfigure_wrapper<span class="classifier">formatted text string</span></dt><dd><p>This text evaluate variables <code class="docutils literal notranslate"><span class="pre">size</span></code>, <code class="docutils literal notranslate"><span class="pre">content</span></code>, <code class="docutils literal notranslate"><span class="pre">caption</span></code> and <code class="docutils literal notranslate"><span class="pre">label</span></code>.
-It wraps the content and if a caption is provided, adds the latex code for
-that caption, and if a label is provided, adds the latex code for a label.
-The size is the vertical size of each row of subfigures as a fraction.</p>
-</dd>
-</dl>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>pos : string or dict or list
+    The name of the node attribute on `G` that holds the position of each node.
+    Positions can be sequences of length 2 with numbers for (x,y) coordinates.
+    They can also be strings to denote positions in TikZ style, such as (x, y)
+    or (angle:radius).
+    If a dict, it should be keyed by node to a position.
+    If an empty dict, a circular layout is computed by TikZ.
+    If you are drawing many graphs in subfigures, use a list of position dicts.
+tikz_options : string
+    The tikzpicture options description defining the options for the picture.
+    Often large scale options like `[scale=2]`.
+default_node_options : string
+    The draw options for a path of nodes. Individual node options override these.
+node_options : string or dict
+    The name of the node attribute on `G` that holds the options for each node.
+    Or a dict keyed by node to a string holding the options for that node.
+node_label : string or dict
+    The name of the node attribute on `G` that holds the node label (text)
+    displayed for each node. If the attribute is &quot;&quot; or not present, the node
+    itself is drawn as a string. LaTeX processing such as ``&quot;$A_1$&quot;`` is allowed.
+    Or a dict keyed by node to a string holding the label for that node.
+default_edge_options : string
+    The options for the scope drawing all edges. The default is &quot;[-]&quot; for
+    undirected graphs and &quot;[-&gt;]&quot; for directed graphs.
+edge_options : string or dict
+    The name of the edge attribute on `G` that holds the options for each edge.
+    If the edge is a self-loop and ``&quot;loop&quot; not in edge_options`` the option
+    &quot;loop,&quot; is added to the options for the self-loop edge. Hence you can
+    use &quot;[loop above]&quot; explicitly, but the default is &quot;[loop]&quot;.
+    Or a dict keyed by edge to a string holding the options for that edge.
+edge_label : string or dict
+    The name of the edge attribute on `G` that holds the edge label (text)
+    displayed for each edge. If the attribute is &quot;&quot; or not present, no edge
+    label is drawn.
+    Or a dict keyed by edge to a string holding the label for that edge.
+edge_label_options : string or dict
+    The name of the edge attribute on `G` that holds the label options for
+    each edge. For example, &quot;[sloped,above,blue]&quot;. The default is no options.
+    Or a dict keyed by edge to a string holding the label options for that edge.
+caption : string
+    The caption string for the figure environment
+latex_label : string
+    The latex label used for the figure for easy referral from the main text
+sub_captions : list of strings
+    The sub_caption string for each subfigure in the figure
+sub_latex_labels : list of strings
+    The latex label for each subfigure in the figure
+n_rows : int
+    The number of rows of subfigures to arrange for multiple graphs
+as_document : bool
+    Whether to wrap the latex code in a document envionment for compiling
+document_wrapper : formatted text string with variable ``content``.
+    This text is called to evaluate the content embedded in a document
+    environment with a preamble setting up the TikZ syntax.
+figure_wrapper : formatted text string
+    This text is evaluated with variables ``content``, ``caption`` and ``label``.
+    It wraps the content and if a caption is provided, adds the latex code for
+    that caption, and if a label is provided, adds the latex code for a label.
+subfigure_wrapper : formatted text string
+    This text evaluate variables ``size``, ``content``, ``caption`` and ``label``.
+    It wraps the content and if a caption is provided, adds the latex code for
+    that caption, and if a label is provided, adds the latex code for a label.
+    The size is the vertical size of each row of subfigures as a fraction.
+</pre></div>
+</div>
 </dd>
 </dl>
 </dd>
@@ -642,6 +654,15 @@ The size is the vertical size of each row of subfigures as a fraction.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +684,6 @@ The size is the vertical size of each row of subfigures as a fraction.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pydot.from_pydot.html b/reference/generated/networkx.drawing.nx_pydot.from_pydot.html
index bfec91b0..04cd871f 100644
--- a/reference/generated/networkx.drawing.nx_pydot.from_pydot.html
+++ b/reference/generated/networkx.drawing.nx_pydot.from_pydot.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_pydot &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_pydot &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pydot.from_pydot';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pydot.from_pydot.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="to_pydot" href="networkx.drawing.nx_pydot.to_pydot.html" />
     <link rel="prev" title="pygraphviz_layout" href="networkx.drawing.nx_agraph.pygraphviz_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -575,6 +587,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -596,15 +617,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pydot.graphviz_layout.html b/reference/generated/networkx.drawing.nx_pydot.graphviz_layout.html
index 443e07a7..7cacd0fc 100644
--- a/reference/generated/networkx.drawing.nx_pydot.graphviz_layout.html
+++ b/reference/generated/networkx.drawing.nx_pydot.graphviz_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>graphviz_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>graphviz_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pydot.graphviz_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pydot.graphviz_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="pydot_layout" href="networkx.drawing.nx_pydot.pydot_layout.html" />
     <link rel="prev" title="read_dot" href="networkx.drawing.nx_pydot.read_dot.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -581,6 +593,15 @@ Options depend on GraphViz version but may include:
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +623,6 @@ Options depend on GraphViz version but may include:
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pydot.pydot_layout.html b/reference/generated/networkx.drawing.nx_pydot.pydot_layout.html
index 0dd78346..4f36e683 100644
--- a/reference/generated/networkx.drawing.nx_pydot.pydot_layout.html
+++ b/reference/generated/networkx.drawing.nx_pydot.pydot_layout.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>pydot_layout &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>pydot_layout &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pydot.pydot_layout';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pydot.pydot_layout.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="bipartite_layout" href="networkx.drawing.layout.bipartite_layout.html" />
     <link rel="prev" title="graphviz_layout" href="networkx.drawing.nx_pydot.graphviz_layout.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ for the layout computation using something similar to:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ for the layout computation using something similar to:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pydot.read_dot.html b/reference/generated/networkx.drawing.nx_pydot.read_dot.html
index 0b4078d3..532c6ec7 100644
--- a/reference/generated/networkx.drawing.nx_pydot.read_dot.html
+++ b/reference/generated/networkx.drawing.nx_pydot.read_dot.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_dot &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_dot &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pydot.read_dot';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pydot.read_dot.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="graphviz_layout" href="networkx.drawing.nx_pydot.graphviz_layout.html" />
     <link rel="prev" title="write_dot" href="networkx.drawing.nx_pydot.write_dot.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -573,6 +585,15 @@ returned. All graphs _except_ the first are silently ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -594,15 +615,6 @@ returned. All graphs _except_ the first are silently ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pydot.to_pydot.html b/reference/generated/networkx.drawing.nx_pydot.to_pydot.html
index a8f00797..5a680da8 100644
--- a/reference/generated/networkx.drawing.nx_pydot.to_pydot.html
+++ b/reference/generated/networkx.drawing.nx_pydot.to_pydot.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_pydot &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_pydot &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pydot.to_pydot';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pydot.to_pydot.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="write_dot" href="networkx.drawing.nx_pydot.write_dot.html" />
     <link rel="prev" title="from_pydot" href="networkx.drawing.nx_pydot.from_pydot.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -566,6 +578,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +608,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pydot.write_dot.html b/reference/generated/networkx.drawing.nx_pydot.write_dot.html
index 14bd7771..2b7cbde4 100644
--- a/reference/generated/networkx.drawing.nx_pydot.write_dot.html
+++ b/reference/generated/networkx.drawing.nx_pydot.write_dot.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_dot &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_dot &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pydot.write_dot';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pydot.write_dot.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_dot" href="networkx.drawing.nx_pydot.read_dot.html" />
     <link rel="prev" title="to_pydot" href="networkx.drawing.nx_pydot.to_pydot.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -554,6 +566,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -575,15 +596,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw.html b/reference/generated/networkx.drawing.nx_pylab.draw.html
index 18fd0582..aa2709ec 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_networkx" href="networkx.drawing.nx_pylab.draw_networkx.html" />
     <link rel="prev" title="Drawing" href="../drawing.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -603,6 +615,15 @@ so beware when using <code class="xref py py-obj docutils literal notranslate"><
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -624,15 +645,6 @@ so beware when using <code class="xref py py-obj docutils literal notranslate"><
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_circular.html b/reference/generated/networkx.drawing.nx_pylab.draw_circular.html
index 393655da..8e92bf4c 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_circular.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_circular.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_circular &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_circular &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_circular';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_circular.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_kamada_kawai" href="networkx.drawing.nx_pylab.draw_kamada_kawai.html" />
     <link rel="prev" title="draw_networkx_edge_labels" href="networkx.drawing.nx_pylab.draw_networkx_edge_labels.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ repeated drawing it is much more efficient to call
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ repeated drawing it is much more efficient to call
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_kamada_kawai.html b/reference/generated/networkx.drawing.nx_pylab.draw_kamada_kawai.html
index 923f0f39..73855b77 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_kamada_kawai.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_kamada_kawai.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_kamada_kawai &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_kamada_kawai &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_kamada_kawai';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_kamada_kawai.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_planar" href="networkx.drawing.nx_pylab.draw_planar.html" />
     <link rel="prev" title="draw_circular" href="networkx.drawing.nx_pylab.draw_circular.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ result:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ result:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_networkx.html b/reference/generated/networkx.drawing.nx_pylab.draw_networkx.html
index 70d0b1c7..778ff91c 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_networkx.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_networkx.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_networkx &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_networkx &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_networkx';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_networkx.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_networkx_nodes" href="networkx.drawing.nx_pylab.draw_networkx_nodes.html" />
     <link rel="prev" title="draw" href="networkx.drawing.nx_pylab.draw.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -550,8 +562,8 @@ See <a class="reference internal" href="../drawing.html#module-networkx.drawing.
 compute node positions.</p>
 </dd>
 <dt><strong>arrows</strong><span class="classifier">bool or None, optional (default=None)</span></dt><dd><p>If <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></a>, directed graphs draw arrowheads with
-<a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FancyArrowPatch</span></code></a>, while undirected graphs draw edges
-via <a class="reference external" href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.LineCollection" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">LineCollection</span></code></a> for speed.
+<a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FancyArrowPatch</span></code></a>, while undirected graphs draw edges
+via <a class="reference external" href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.LineCollection" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">LineCollection</span></code></a> for speed.
 If <a class="reference external" href="https://docs.python.org/3/library/constants.html#True" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">True</span></code></a>, draw arrowheads with FancyArrowPatches (bendable and stylish).
 If <a class="reference external" href="https://docs.python.org/3/library/constants.html#False" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">False</span></code></a>, draw edges using LineCollection (linear and fast).
 For directed graphs, if True draw arrowheads.
@@ -559,11 +571,11 @@ Note: Arrows will be the same color as edges.</p>
 </dd>
 <dt><strong>arrowstyle</strong><span class="classifier">str (default=’-|&gt;’ for directed graphs)</span></dt><dd><p>For directed graphs, choose the style of the arrowsheads.
 For undirected graphs default to ‘-’</p>
-<p>See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.ArrowStyle.html#matplotlib.patches.ArrowStyle" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.ArrowStyle</span></code></a> for more options.</p>
+<p>See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.ArrowStyle.html#matplotlib.patches.ArrowStyle" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.ArrowStyle</span></code></a> for more options.</p>
 </dd>
 <dt><strong>arrowsize</strong><span class="classifier">int or list (default=10)</span></dt><dd><p>For directed graphs, choose the size of the arrow head’s length and
 width. A list of values can be passed in to assign a different size for arrow head’s length and width.
-See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a> for attribute <code class="xref py py-obj docutils literal notranslate"><span class="pre">mutation_scale</span></code>
+See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a> for attribute <code class="xref py py-obj docutils literal notranslate"><span class="pre">mutation_scale</span></code>
 for more info.</p>
 </dd>
 <dt><strong>with_labels</strong><span class="classifier">bool (default=True)</span></dt><dd><p>Set to True to draw labels on the nodes.</p>
@@ -607,7 +619,7 @@ mapped to colors using the edge_cmap and edge_vmin,edge_vmax parameters.</p>
 </dd>
 <dt><strong>style</strong><span class="classifier">string (default=solid line)</span></dt><dd><p>Edge line style e.g.: ‘-’, ‘–’, ‘-.’, ‘:’
 or words like ‘solid’ or ‘dashed’.
-(See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a>: <code class="xref py py-obj docutils literal notranslate"><span class="pre">linestyle</span></code>)</p>
+(See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a>: <code class="xref py py-obj docutils literal notranslate"><span class="pre">linestyle</span></code>)</p>
 </dd>
 <dt><strong>labels</strong><span class="classifier">dictionary (default=None)</span></dt><dd><p>Node labels in a dictionary of text labels keyed by node</p>
 </dd>
@@ -669,6 +681,15 @@ turned off with keyword arrows=False.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -690,15 +711,6 @@ turned off with keyword arrows=False.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edge_labels.html b/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edge_labels.html
index f2f53e01..eb12e067 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edge_labels.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edge_labels.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_networkx_edge_labels &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_networkx_edge_labels &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_networkx_edge_labels';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edge_labels.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_circular" href="networkx.drawing.nx_pylab.draw_circular.html" />
     <link rel="prev" title="draw_networkx_labels" href="networkx.drawing.nx_pylab.draw_networkx_labels.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -568,7 +580,7 @@ Default is {boxstyle=’round’, ec=(1.0, 1.0, 1.0), fc=(1.0, 1.0, 1.0)}.</p>
 </dd>
 <dt><strong>ax</strong><span class="classifier">Matplotlib Axes object, optional</span></dt><dd><p>Draw the graph in the specified Matplotlib axes.</p>
 </dd>
-<dt><strong>rotate</strong><span class="classifier">bool (deafult=True)</span></dt><dd><p>Rotate edge labels to lie parallel to edges</p>
+<dt><strong>rotate</strong><span class="classifier">bool (default=True)</span></dt><dd><p>Rotate edge labels to lie parallel to edges</p>
 </dd>
 <dt><strong>clip_on</strong><span class="classifier">bool (default=True)</span></dt><dd><p>Turn on clipping of edge labels at axis boundaries</p>
 </dd>
@@ -615,6 +627,15 @@ Default is {boxstyle=’round’, ec=(1.0, 1.0, 1.0), fc=(1.0, 1.0, 1.0)}.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -636,15 +657,6 @@ Default is {boxstyle=’round’, ec=(1.0, 1.0, 1.0), fc=(1.0, 1.0, 1.0)}.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edges.html b/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edges.html
index f41458d2..4d5fe1a2 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edges.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_networkx_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_networkx_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_networkx_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_networkx_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_networkx_labels" href="networkx.drawing.nx_pylab.draw_networkx_labels.html" />
     <link rel="prev" title="draw_networkx_nodes" href="networkx.drawing.nx_pylab.draw_networkx_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -562,7 +574,7 @@ If less styles than edges are given the styles will cycle.
 If more styles than edges are given the styles will be used sequentially
 and not be exhausted.
 Also, <code class="xref py py-obj docutils literal notranslate"><span class="pre">(offset,</span> <span class="pre">onoffseq)</span></code> tuples can be used as style instead of a strings.
-(See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a>: <code class="xref py py-obj docutils literal notranslate"><span class="pre">linestyle</span></code>)</p>
+(See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a>: <code class="xref py py-obj docutils literal notranslate"><span class="pre">linestyle</span></code>)</p>
 </dd>
 <dt><strong>alpha</strong><span class="classifier">float or array of floats (default=None)</span></dt><dd><p>The edge transparency.  This can be a single alpha value,
 in which case it will be applied to all specified edges. Otherwise,
@@ -576,24 +588,24 @@ in order (cycling through alpha multiple times if necessary).</p>
 <dt><strong>ax</strong><span class="classifier">Matplotlib Axes object, optional</span></dt><dd><p>Draw the graph in the specified Matplotlib axes.</p>
 </dd>
 <dt><strong>arrows</strong><span class="classifier">bool or None, optional (default=None)</span></dt><dd><p>If <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></a>, directed graphs draw arrowheads with
-<a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FancyArrowPatch</span></code></a>, while undirected graphs draw edges
-via <a class="reference external" href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.LineCollection" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">LineCollection</span></code></a> for speed.
+<a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FancyArrowPatch</span></code></a>, while undirected graphs draw edges
+via <a class="reference external" href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.LineCollection" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">LineCollection</span></code></a> for speed.
 If <a class="reference external" href="https://docs.python.org/3/library/constants.html#True" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">True</span></code></a>, draw arrowheads with FancyArrowPatches (bendable and stylish).
 If <a class="reference external" href="https://docs.python.org/3/library/constants.html#False" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">False</span></code></a>, draw edges using LineCollection (linear and fast).</p>
 <p>Note: Arrowheads will be the same color as edges.</p>
 </dd>
 <dt><strong>arrowstyle</strong><span class="classifier">str (default=’-|&gt;’ for directed graphs)</span></dt><dd><p>For directed graphs and <code class="xref py py-obj docutils literal notranslate"><span class="pre">arrows==True</span></code> defaults to ‘-|&gt;’,
 For undirected graphs default to ‘-‘.</p>
-<p>See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.ArrowStyle.html#matplotlib.patches.ArrowStyle" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.ArrowStyle</span></code></a> for more options.</p>
+<p>See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.ArrowStyle.html#matplotlib.patches.ArrowStyle" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.ArrowStyle</span></code></a> for more options.</p>
 </dd>
 <dt><strong>arrowsize</strong><span class="classifier">int (default=10)</span></dt><dd><p>For directed graphs, choose the size of the arrow head’s length and
-width. See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a> for attribute
+width. See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a> for attribute
 <code class="xref py py-obj docutils literal notranslate"><span class="pre">mutation_scale</span></code> for more info.</p>
 </dd>
 <dt><strong>connectionstyle</strong><span class="classifier">string (default=”arc3”)</span></dt><dd><p>Pass the connectionstyle parameter to create curved arc of rounding
 radius rad. For example, connectionstyle=’arc3,rad=0.2’.
-See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.ConnectionStyle.html#matplotlib.patches.ConnectionStyle" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.ConnectionStyle</span></code></a> and
-<a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a> for more info.</p>
+See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.ConnectionStyle.html#matplotlib.patches.ConnectionStyle" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.ConnectionStyle</span></code></a> and
+<a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a> for more info.</p>
 </dd>
 <dt><strong>node_size</strong><span class="classifier">scalar or array (default=300)</span></dt><dd><p>Size of nodes. Though the nodes are not drawn with this function, the
 node size is used in determining edge positioning.</p>
@@ -601,11 +613,11 @@ node size is used in determining edge positioning.</p>
 <dt><strong>nodelist</strong><span class="classifier">list, optional (default=G.nodes())</span></dt><dd><p>This provides the node order for the <code class="xref py py-obj docutils literal notranslate"><span class="pre">node_size</span></code> array (if it is an array).</p>
 </dd>
 <dt><strong>node_shape</strong><span class="classifier">string (default=’o’)</span></dt><dd><p>The marker used for nodes, used in determining edge positioning.
-Specification is as a <a class="reference external" href="https://matplotlib.org/stable/api/markers_api.html#module-matplotlib.markers" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.markers</span></code></a> marker, e.g. one of ‘so^&gt;v&lt;dph8’.</p>
+Specification is as a <a class="reference external" href="https://matplotlib.org/stable/api/markers_api.html#module-matplotlib.markers" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.markers</span></code></a> marker, e.g. one of ‘so^&gt;v&lt;dph8’.</p>
 </dd>
 <dt><strong>label</strong><span class="classifier">None or string</span></dt><dd><p>Label for legend</p>
 </dd>
-<dt><strong>min_source_margin</strong><span class="classifier">int (default=0)</span></dt><dd><p>The minimum margin (gap) at the begining of the edge at the source.</p>
+<dt><strong>min_source_margin</strong><span class="classifier">int (default=0)</span></dt><dd><p>The minimum margin (gap) at the beginning of the edge at the source.</p>
 </dd>
 <dt><strong>min_target_margin</strong><span class="classifier">int (default=0)</span></dt><dd><p>The minimum margin (gap) at the end of the edge at the target.</p>
 </dd>
@@ -613,7 +625,7 @@ Specification is as a <a class="reference external" href="https://matplotlib.org
 </dd>
 <dt class="field-even">Returns<span class="colon">:</span></dt>
 <dd class="field-even"><dl class="simple">
-<dt>matplotlib.colections.LineCollection or a list of matplotlib.patches.FancyArrowPatch</dt><dd><p>If <code class="docutils literal notranslate"><span class="pre">arrows=True</span></code>, a list of FancyArrowPatches is returned.
+<dt>matplotlib.collections.LineCollection or a list of matplotlib.patches.FancyArrowPatch</dt><dd><p>If <code class="docutils literal notranslate"><span class="pre">arrows=True</span></code>, a list of FancyArrowPatches is returned.
 If <code class="docutils literal notranslate"><span class="pre">arrows=False</span></code>, a LineCollection is returned.
 If <code class="docutils literal notranslate"><span class="pre">arrows=None</span></code> (the default), then a LineCollection is returned if
 <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> is undirected, otherwise returns a list of FancyArrowPatches.</p>
@@ -637,7 +649,7 @@ turned off with keyword arrows=False or by passing an arrowstyle without
 an arrow on the end.</p>
 <p>Be sure to include <code class="xref py py-obj docutils literal notranslate"><span class="pre">node_size</span></code> as a keyword argument; arrows are
 drawn considering the size of nodes.</p>
-<p>Self-loops are always drawn with <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FancyArrowPatch</span></code></a>
+<p>Self-loops are always drawn with <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FancyArrowPatch</span></code></a>
 regardless of the value of <code class="xref py py-obj docutils literal notranslate"><span class="pre">arrows</span></code> or whether <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> is directed.
 When <code class="docutils literal notranslate"><span class="pre">arrows=False</span></code> or <code class="docutils literal notranslate"><span class="pre">arrows=None</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">G</span></code> is undirected, the
 FancyArrowPatches corresponding to the self-loops are not explicitly
@@ -685,6 +697,15 @@ returned, but can always be accessed via the <code class="docutils literal notra
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -706,15 +727,6 @@ returned, but can always be accessed via the <code class="docutils literal notra
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_networkx_labels.html b/reference/generated/networkx.drawing.nx_pylab.draw_networkx_labels.html
index dd90d1db..264985bb 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_networkx_labels.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_networkx_labels.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_networkx_labels &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_networkx_labels &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_networkx_labels';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_networkx_labels.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_networkx_edge_labels" href="networkx.drawing.nx_pylab.draw_networkx_edge_labels.html" />
     <link rel="prev" title="draw_networkx_edges" href="networkx.drawing.nx_pylab.draw_networkx_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -611,6 +623,15 @@ If needed use: <code class="xref py py-obj docutils literal notranslate"><span c
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -632,15 +653,6 @@ If needed use: <code class="xref py py-obj docutils literal notranslate"><span c
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_networkx_nodes.html b/reference/generated/networkx.drawing.nx_pylab.draw_networkx_nodes.html
index 38c3140b..bd338c08 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_networkx_nodes.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_networkx_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_networkx_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_networkx_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_networkx_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_networkx_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_networkx_edges" href="networkx.drawing.nx_pylab.draw_networkx_edges.html" />
     <link rel="prev" title="draw_networkx" href="networkx.drawing.nx_pylab.draw_networkx.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -577,7 +589,7 @@ in order (cycling through alpha multiple times if necessary).</p>
 </dd>
 <dt><strong>margins</strong><span class="classifier">float or 2-tuple, optional</span></dt><dd><p>Sets the padding for axis autoscaling. Increase margin to prevent
 clipping for nodes that are near the edges of an image. Values should
-be in the range <code class="docutils literal notranslate"><span class="pre">[0,</span> <span class="pre">1]</span></code>. See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="(in Matplotlib v3.6.2)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">matplotlib.axes.Axes.margins()</span></code></a>
+be in the range <code class="docutils literal notranslate"><span class="pre">[0,</span> <span class="pre">1]</span></code>. See <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.margins.html#matplotlib.axes.Axes.margins" title="(in Matplotlib v3.7.0)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">matplotlib.axes.Axes.margins()</span></code></a>
 for details. The default is <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></a>, which uses the Matplotlib default.</p>
 </dd>
 </dl>
@@ -623,6 +635,15 @@ for details. The default is <a class="reference external" href="https://docs.pyt
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -644,15 +665,6 @@ for details. The default is <a class="reference external" href="https://docs.pyt
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_planar.html b/reference/generated/networkx.drawing.nx_pylab.draw_planar.html
index fea11de7..a0fa82db 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_planar.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_planar.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_planar &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_planar &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_planar';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_planar.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_random" href="networkx.drawing.nx_pylab.draw_random.html" />
     <link rel="prev" title="draw_kamada_kawai" href="networkx.drawing.nx_pylab.draw_kamada_kawai.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -590,6 +602,15 @@ For repeated drawing it is much more efficient to call
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +632,6 @@ For repeated drawing it is much more efficient to call
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_random.html b/reference/generated/networkx.drawing.nx_pylab.draw_random.html
index a73d7f6d..7d7d290b 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_random.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_random.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_random &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_random &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_random';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_random.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_spectral" href="networkx.drawing.nx_pylab.draw_spectral.html" />
     <link rel="prev" title="draw_planar" href="networkx.drawing.nx_pylab.draw_planar.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ For repeated drawing it is much more efficient to call
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ For repeated drawing it is much more efficient to call
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_shell.html b/reference/generated/networkx.drawing.nx_pylab.draw_shell.html
index ca8d5458..b02a8432 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_shell.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_shell.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_shell &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_shell &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_shell';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_shell.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="from_agraph" href="networkx.drawing.nx_agraph.from_agraph.html" />
     <link rel="prev" title="draw_spring" href="networkx.drawing.nx_pylab.draw_spring.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -588,6 +600,15 @@ For repeated drawing it is much more efficient to call
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -609,15 +630,6 @@ For repeated drawing it is much more efficient to call
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_spectral.html b/reference/generated/networkx.drawing.nx_pylab.draw_spectral.html
index f5d133f8..5d89c85f 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_spectral.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_spectral.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>draw_spectral &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_spectral &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.drawing.nx_pylab.draw_spectral';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.drawing.nx_pylab.draw_spectral.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_spring" href="networkx.drawing.nx_pylab.draw_spring.html" />
     <link rel="prev" title="draw_random" href="networkx.drawing.nx_pylab.draw_random.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -586,6 +598,15 @@ For repeated drawing it is much more efficient to call
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -607,15 +628,6 @@ For repeated drawing it is much more efficient to call
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.drawing.nx_pylab.draw_spring.html b/reference/generated/networkx.drawing.nx_pylab.draw_spring.html
index a5d6210d..42979886 100644
--- a/reference/generated/networkx.drawing.nx_pylab.draw_spring.html
+++ b/reference/generated/networkx.drawing.nx_pylab.draw_spring.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>draw_spring &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>draw_spring &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="draw_shell" href="networkx.drawing.nx_pylab.draw_shell.html" />
     <link rel="prev" title="draw_spectral" href="networkx.drawing.nx_pylab.draw_spectral.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -587,6 +599,15 @@ For repeated drawing it is much more efficient to call
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -608,15 +629,6 @@ For repeated drawing it is much more efficient to call
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.atlas.graph_atlas.html b/reference/generated/networkx.generators.atlas.graph_atlas.html
index 82cfbf50..aa4b8544 100644
--- a/reference/generated/networkx.generators.atlas.graph_atlas.html
+++ b/reference/generated/networkx.generators.atlas.graph_atlas.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>graph_atlas &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>graph_atlas &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.atlas.graph_atlas';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.atlas.graph_atlas.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="graph_atlas_g" href="networkx.generators.atlas.graph_atlas_g.html" />
     <link rel="prev" title="Graph generators" href="../generators.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -681,6 +693,15 @@ Oxford University Press, 1998.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -702,15 +723,6 @@ Oxford University Press, 1998.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.atlas.graph_atlas_g.html b/reference/generated/networkx.generators.atlas.graph_atlas_g.html
index fb8904af..bfed9c8d 100644
--- a/reference/generated/networkx.generators.atlas.graph_atlas_g.html
+++ b/reference/generated/networkx.generators.atlas.graph_atlas_g.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>graph_atlas_g &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>graph_atlas_g &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.atlas.graph_atlas_g';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.atlas.graph_atlas_g.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="balanced_tree" href="networkx.generators.classic.balanced_tree.html" />
     <link rel="prev" title="graph_atlas" href="networkx.generators.atlas.graph_atlas.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -695,6 +707,15 @@ Oxford University Press, 1998.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -716,15 +737,6 @@ Oxford University Press, 1998.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.balanced_tree.html b/reference/generated/networkx.generators.classic.balanced_tree.html
index 1ac16449..e1722974 100644
--- a/reference/generated/networkx.generators.classic.balanced_tree.html
+++ b/reference/generated/networkx.generators.classic.balanced_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>balanced_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>balanced_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.balanced_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.balanced_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="barbell_graph" href="networkx.generators.classic.barbell_graph.html" />
     <link rel="prev" title="graph_atlas_g" href="networkx.generators.atlas.graph_atlas_g.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -671,6 +683,15 @@ have degree <code class="xref py py-obj docutils literal notranslate"><span clas
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -692,15 +713,6 @@ have degree <code class="xref py py-obj docutils literal notranslate"><span clas
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.barbell_graph.html b/reference/generated/networkx.generators.classic.barbell_graph.html
index 46f6a07c..199948c1 100644
--- a/reference/generated/networkx.generators.classic.barbell_graph.html
+++ b/reference/generated/networkx.generators.classic.barbell_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>barbell_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>barbell_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.barbell_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.barbell_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="binomial_tree" href="networkx.generators.classic.binomial_tree.html" />
     <link rel="prev" title="balanced_tree" href="networkx.generators.classic.balanced_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -680,6 +692,15 @@ and Jim Fill’s e-text on Random Walks on Graphs.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -701,15 +722,6 @@ and Jim Fill’s e-text on Random Walks on Graphs.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.binomial_tree.html b/reference/generated/networkx.generators.classic.binomial_tree.html
index bcb602e3..1465cad7 100644
--- a/reference/generated/networkx.generators.classic.binomial_tree.html
+++ b/reference/generated/networkx.generators.classic.binomial_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>binomial_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>binomial_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.binomial_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.binomial_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="complete_graph" href="networkx.generators.classic.complete_graph.html" />
     <link rel="prev" title="barbell_graph" href="networkx.generators.classic.barbell_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -666,6 +678,15 @@ the leftmost child of the root of the other.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -687,15 +708,6 @@ the leftmost child of the root of the other.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.circulant_graph.html b/reference/generated/networkx.generators.classic.circulant_graph.html
index eea25568..8448e0b6 100644
--- a/reference/generated/networkx.generators.classic.circulant_graph.html
+++ b/reference/generated/networkx.generators.classic.circulant_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>circulant_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>circulant_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.circulant_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.circulant_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="cycle_graph" href="networkx.generators.classic.cycle_graph.html" />
     <link rel="prev" title="circular_ladder_graph" href="networkx.generators.classic.circular_ladder_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -709,6 +721,15 @@ on 5 points with the set of offsets [1, 2]:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -730,15 +751,6 @@ on 5 points with the set of offsets [1, 2]:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.circular_ladder_graph.html b/reference/generated/networkx.generators.classic.circular_ladder_graph.html
index 068a5baa..536efa09 100644
--- a/reference/generated/networkx.generators.classic.circular_ladder_graph.html
+++ b/reference/generated/networkx.generators.classic.circular_ladder_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>circular_ladder_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>circular_ladder_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.circular_ladder_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.circular_ladder_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="circulant_graph" href="networkx.generators.classic.circulant_graph.html" />
     <link rel="prev" title="complete_multipartite_graph" href="networkx.generators.classic.complete_multipartite_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -650,6 +662,15 @@ each of the n pairs of concentric nodes are joined by an edge.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -671,15 +692,6 @@ each of the n pairs of concentric nodes are joined by an edge.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.complete_graph.html b/reference/generated/networkx.generators.classic.complete_graph.html
index facba18f..39f9b486 100644
--- a/reference/generated/networkx.generators.classic.complete_graph.html
+++ b/reference/generated/networkx.generators.classic.complete_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>complete_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>complete_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.complete_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.complete_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="complete_multipartite_graph" href="networkx.generators.classic.complete_multipartite_graph.html" />
     <link rel="prev" title="binomial_tree" href="networkx.generators.classic.binomial_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ resulting graph may not be as desired. Make sure you have no duplicates.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ resulting graph may not be as desired. Make sure you have no duplicates.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.complete_multipartite_graph.html b/reference/generated/networkx.generators.classic.complete_multipartite_graph.html
index 4ea4b9fd..ba6af492 100644
--- a/reference/generated/networkx.generators.classic.complete_multipartite_graph.html
+++ b/reference/generated/networkx.generators.classic.complete_multipartite_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>complete_multipartite_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>complete_multipartite_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.complete_multipartite_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.complete_multipartite_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="circular_ladder_graph" href="networkx.generators.classic.circular_ladder_graph.html" />
     <link rel="prev" title="complete_graph" href="networkx.generators.classic.complete_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -702,6 +714,15 @@ nodes, respectively.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -723,15 +744,6 @@ nodes, respectively.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.cycle_graph.html b/reference/generated/networkx.generators.classic.cycle_graph.html
index 81ea5f2d..6a611ab1 100644
--- a/reference/generated/networkx.generators.classic.cycle_graph.html
+++ b/reference/generated/networkx.generators.classic.cycle_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cycle_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cycle_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.cycle_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.cycle_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="dorogovtsev_goltsev_mendes_graph" href="networkx.generators.classic.dorogovtsev_goltsev_mendes_graph.html" />
     <link rel="prev" title="circulant_graph" href="networkx.generators.classic.circulant_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -663,6 +675,15 @@ resulting graph may not be as desired. Make sure you have no duplicates.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -684,15 +705,6 @@ resulting graph may not be as desired. Make sure you have no duplicates.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.dorogovtsev_goltsev_mendes_graph.html b/reference/generated/networkx.generators.classic.dorogovtsev_goltsev_mendes_graph.html
index 05070cbb..49df94af 100644
--- a/reference/generated/networkx.generators.classic.dorogovtsev_goltsev_mendes_graph.html
+++ b/reference/generated/networkx.generators.classic.dorogovtsev_goltsev_mendes_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dorogovtsev_goltsev_mendes_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dorogovtsev_goltsev_mendes_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="empty_graph" href="networkx.generators.classic.empty_graph.html" />
     <link rel="prev" title="cycle_graph" href="networkx.generators.classic.cycle_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -648,6 +660,15 @@ See: arXiv:/cond-mat/0112143 by Dorogovtsev, Goltsev and Mendes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -669,15 +690,6 @@ See: arXiv:/cond-mat/0112143 by Dorogovtsev, Goltsev and Mendes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.empty_graph.html b/reference/generated/networkx.generators.classic.empty_graph.html
index 5a800321..61f7e955 100644
--- a/reference/generated/networkx.generators.classic.empty_graph.html
+++ b/reference/generated/networkx.generators.classic.empty_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>empty_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>empty_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.empty_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.empty_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="full_rary_tree" href="networkx.generators.classic.full_rary_tree.html" />
     <link rel="prev" title="dorogovtsev_goltsev_mendes_graph" href="networkx.generators.classic.dorogovtsev_goltsev_mendes_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -717,6 +729,15 @@ default constructor to be other than nx.Graph, specify <code class="xref py py-o
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -738,15 +759,6 @@ default constructor to be other than nx.Graph, specify <code class="xref py py-o
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.full_rary_tree.html b/reference/generated/networkx.generators.classic.full_rary_tree.html
index 7f7ba858..baec537c 100644
--- a/reference/generated/networkx.generators.classic.full_rary_tree.html
+++ b/reference/generated/networkx.generators.classic.full_rary_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>full_rary_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>full_rary_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.full_rary_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.full_rary_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="ladder_graph" href="networkx.generators.classic.ladder_graph.html" />
     <link rel="prev" title="empty_graph" href="networkx.generators.classic.empty_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -677,6 +689,15 @@ James Andrew Storer,  Birkhauser Boston 2001, (page 225).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -698,15 +719,6 @@ James Andrew Storer,  Birkhauser Boston 2001, (page 225).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.ladder_graph.html b/reference/generated/networkx.generators.classic.ladder_graph.html
index 06fa36c1..0a37ee81 100644
--- a/reference/generated/networkx.generators.classic.ladder_graph.html
+++ b/reference/generated/networkx.generators.classic.ladder_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>ladder_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ladder_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.ladder_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.ladder_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="lollipop_graph" href="networkx.generators.classic.lollipop_graph.html" />
     <link rel="prev" title="full_rary_tree" href="networkx.generators.classic.full_rary_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ each pair connected by a single edge.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -670,15 +691,6 @@ each pair connected by a single edge.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.lollipop_graph.html b/reference/generated/networkx.generators.classic.lollipop_graph.html
index 24cc1131..168c2235 100644
--- a/reference/generated/networkx.generators.classic.lollipop_graph.html
+++ b/reference/generated/networkx.generators.classic.lollipop_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>lollipop_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>lollipop_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.lollipop_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.lollipop_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="null_graph" href="networkx.generators.classic.null_graph.html" />
     <link rel="prev" title="ladder_graph" href="networkx.generators.classic.ladder_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,6 +680,15 @@ Fill’s etext on Random Walks on Graphs.)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -689,15 +710,6 @@ Fill’s etext on Random Walks on Graphs.)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.null_graph.html b/reference/generated/networkx.generators.classic.null_graph.html
index fb7b53c1..21d85185 100644
--- a/reference/generated/networkx.generators.classic.null_graph.html
+++ b/reference/generated/networkx.generators.classic.null_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>null_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>null_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.null_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.null_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="path_graph" href="networkx.generators.classic.path_graph.html" />
     <link rel="prev" title="lollipop_graph" href="networkx.generators.classic.lollipop_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -647,6 +659,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -668,15 +689,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.path_graph.html b/reference/generated/networkx.generators.classic.path_graph.html
index be6684ed..9f86f1ce 100644
--- a/reference/generated/networkx.generators.classic.path_graph.html
+++ b/reference/generated/networkx.generators.classic.path_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>path_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>path_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.path_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.path_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="star_graph" href="networkx.generators.classic.star_graph.html" />
     <link rel="prev" title="null_graph" href="networkx.generators.classic.null_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -659,6 +671,15 @@ resulting graph may not be as desired. Make sure you have no duplicates.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -680,15 +701,6 @@ resulting graph may not be as desired. Make sure you have no duplicates.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.star_graph.html b/reference/generated/networkx.generators.classic.star_graph.html
index 4350dd46..48bffc2a 100644
--- a/reference/generated/networkx.generators.classic.star_graph.html
+++ b/reference/generated/networkx.generators.classic.star_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>star_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>star_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.star_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.star_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="trivial_graph" href="networkx.generators.classic.trivial_graph.html" />
     <link rel="prev" title="path_graph" href="networkx.generators.classic.path_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -663,6 +675,15 @@ So star_graph(3) is the same as star_graph(range(4)).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -684,15 +705,6 @@ So star_graph(3) is the same as star_graph(range(4)).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.trivial_graph.html b/reference/generated/networkx.generators.classic.trivial_graph.html
index cd20095f..6b20f000 100644
--- a/reference/generated/networkx.generators.classic.trivial_graph.html
+++ b/reference/generated/networkx.generators.classic.trivial_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>trivial_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>trivial_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.trivial_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.trivial_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="turan_graph" href="networkx.generators.classic.turan_graph.html" />
     <link rel="prev" title="star_graph" href="networkx.generators.classic.star_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -646,6 +658,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -667,15 +688,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.turan_graph.html b/reference/generated/networkx.generators.classic.turan_graph.html
index 5540efb6..227f532d 100644
--- a/reference/generated/networkx.generators.classic.turan_graph.html
+++ b/reference/generated/networkx.generators.classic.turan_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>turan_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>turan_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.turan_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.turan_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="wheel_graph" href="networkx.generators.classic.wheel_graph.html" />
     <link rel="prev" title="trivial_graph" href="networkx.generators.classic.trivial_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -667,6 +679,15 @@ The graph has <span class="math notranslate nohighlight">\((r-1)(n^2)/(2r)\)</sp
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -688,15 +709,6 @@ The graph has <span class="math notranslate nohighlight">\((r-1)(n^2)/(2r)\)</sp
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.classic.wheel_graph.html b/reference/generated/networkx.generators.classic.wheel_graph.html
index c3a396d9..9770be84 100644
--- a/reference/generated/networkx.generators.classic.wheel_graph.html
+++ b/reference/generated/networkx.generators.classic.wheel_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>wheel_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>wheel_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.classic.wheel_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.classic.wheel_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="margulis_gabber_galil_graph" href="networkx.generators.expanders.margulis_gabber_galil_graph.html" />
     <link rel="prev" title="turan_graph" href="networkx.generators.classic.turan_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -661,6 +673,15 @@ resulting graph may not be as desired. Make sure you have no duplicates.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -682,15 +703,6 @@ resulting graph may not be as desired. Make sure you have no duplicates.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.cographs.random_cograph.html b/reference/generated/networkx.generators.cographs.random_cograph.html
index cca54be6..db709294 100644
--- a/reference/generated/networkx.generators.cographs.random_cograph.html
+++ b/reference/generated/networkx.generators.cographs.random_cograph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_cograph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_cograph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.cographs.random_cograph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.cographs.random_cograph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="interval_graph" href="networkx.generators.interval_graph.interval_graph.html" />
     <link rel="prev" title="hkn_harary_graph" href="networkx.generators.harary_graph.hkn_harary_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -633,7 +645,7 @@
 <p>A cograph is a graph containing no path on four vertices.
 Cographs or <span class="math notranslate nohighlight">\(P_4\)</span>-free graphs can be obtained from a single vertex
 by disjoint union and complementation operations.</p>
-<p>This generator starts off from a single vertex and performes disjoint
+<p>This generator starts off from a single vertex and performs disjoint
 union and full join operations on itself.
 The decision on which operation will take place is random.</p>
 <dl class="field-list simple">
@@ -686,6 +698,15 @@ ISSN 0166-218X.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -707,15 +728,6 @@ ISSN 0166-218X.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.LFR_benchmark_graph.html b/reference/generated/networkx.generators.community.LFR_benchmark_graph.html
index 47de1d3d..8353958b 100644
--- a/reference/generated/networkx.generators.community.LFR_benchmark_graph.html
+++ b/reference/generated/networkx.generators.community.LFR_benchmark_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>LFR_benchmark_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>LFR_benchmark_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.LFR_benchmark_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.LFR_benchmark_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="planted_partition_graph" href="networkx.generators.community.planted_partition_graph.html" />
     <link rel="prev" title="gaussian_random_partition_graph" href="networkx.generators.community.gaussian_random_partition_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -805,6 +817,15 @@ node attributes of the graph:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -826,15 +847,6 @@ node attributes of the graph:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.caveman_graph.html b/reference/generated/networkx.generators.community.caveman_graph.html
index c95799b8..5d09b86b 100644
--- a/reference/generated/networkx.generators.community.caveman_graph.html
+++ b/reference/generated/networkx.generators.community.caveman_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>caveman_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>caveman_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.caveman_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.caveman_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="connected_caveman_graph" href="networkx.generators.community.connected_caveman_graph.html" />
     <link rel="prev" title="les_miserables_graph" href="networkx.generators.social.les_miserables_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -686,6 +698,15 @@ Amer. J. Soc. 105, 493-527, 1999.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -707,15 +728,6 @@ Amer. J. Soc. 105, 493-527, 1999.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.connected_caveman_graph.html b/reference/generated/networkx.generators.community.connected_caveman_graph.html
index 8f21996d..16cdbe30 100644
--- a/reference/generated/networkx.generators.community.connected_caveman_graph.html
+++ b/reference/generated/networkx.generators.community.connected_caveman_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>connected_caveman_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>connected_caveman_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.connected_caveman_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.connected_caveman_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="gaussian_random_partition_graph" href="networkx.generators.community.gaussian_random_partition_graph.html" />
     <link rel="prev" title="caveman_graph" href="networkx.generators.community.caveman_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -689,6 +701,15 @@ Amer. J. Soc. 105, 493-527, 1999.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -710,15 +731,6 @@ Amer. J. Soc. 105, 493-527, 1999.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.gaussian_random_partition_graph.html b/reference/generated/networkx.generators.community.gaussian_random_partition_graph.html
index 10af5395..d8747a89 100644
--- a/reference/generated/networkx.generators.community.gaussian_random_partition_graph.html
+++ b/reference/generated/networkx.generators.community.gaussian_random_partition_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>gaussian_random_partition_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>gaussian_random_partition_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.gaussian_random_partition_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.gaussian_random_partition_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="LFR_benchmark_graph" href="networkx.generators.community.LFR_benchmark_graph.html" />
     <link rel="prev" title="connected_caveman_graph" href="networkx.generators.community.connected_caveman_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -642,7 +654,7 @@ between clusters with probability p_out[1]</p>
 </dd>
 <dt><strong>v</strong><span class="classifier">float</span></dt><dd><p>Shape parameter. The variance of cluster size distribution is s/v.</p>
 </dd>
-<dt><strong>p_in</strong><span class="classifier">float</span></dt><dd><p>Probabilty of intra cluster connection.</p>
+<dt><strong>p_in</strong><span class="classifier">float</span></dt><dd><p>Probability of intra cluster connection.</p>
 </dd>
 <dt><strong>p_out</strong><span class="classifier">float</span></dt><dd><p>Probability of inter cluster connection.</p>
 </dd>
@@ -709,6 +721,15 @@ In the proceedings of the 11th Europ. Symp. Algorithms, 2003.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -730,15 +751,6 @@ In the proceedings of the 11th Europ. Symp. Algorithms, 2003.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.planted_partition_graph.html b/reference/generated/networkx.generators.community.planted_partition_graph.html
index ec362cbc..59087c64 100644
--- a/reference/generated/networkx.generators.community.planted_partition_graph.html
+++ b/reference/generated/networkx.generators.community.planted_partition_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>planted_partition_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>planted_partition_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.planted_partition_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.planted_partition_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_partition_graph" href="networkx.generators.community.random_partition_graph.html" />
     <link rel="prev" title="LFR_benchmark_graph" href="networkx.generators.community.LFR_benchmark_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -705,6 +717,15 @@ Volume 486, Issue 3-5 p. 75-174. <a class="reference external" href="https://arx
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -726,15 +747,6 @@ Volume 486, Issue 3-5 p. 75-174. <a class="reference external" href="https://arx
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.random_partition_graph.html b/reference/generated/networkx.generators.community.random_partition_graph.html
index 93356b53..3a36db5d 100644
--- a/reference/generated/networkx.generators.community.random_partition_graph.html
+++ b/reference/generated/networkx.generators.community.random_partition_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_partition_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_partition_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.random_partition_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.random_partition_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="relaxed_caveman_graph" href="networkx.generators.community.relaxed_caveman_graph.html" />
     <link rel="prev" title="planted_partition_graph" href="networkx.generators.community.planted_partition_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -700,6 +712,15 @@ Volume 486, Issue 3-5 p. 75-174. <a class="reference external" href="https://arx
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -721,15 +742,6 @@ Volume 486, Issue 3-5 p. 75-174. <a class="reference external" href="https://arx
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.relaxed_caveman_graph.html b/reference/generated/networkx.generators.community.relaxed_caveman_graph.html
index 237b305d..969ba339 100644
--- a/reference/generated/networkx.generators.community.relaxed_caveman_graph.html
+++ b/reference/generated/networkx.generators.community.relaxed_caveman_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>relaxed_caveman_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>relaxed_caveman_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.relaxed_caveman_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.relaxed_caveman_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="ring_of_cliques" href="networkx.generators.community.ring_of_cliques.html" />
     <link rel="prev" title="random_partition_graph" href="networkx.generators.community.random_partition_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -638,7 +650,7 @@ then randomly rewired with probability <code class="xref py py-obj docutils lite
 </dd>
 <dt><strong>k</strong><span class="classifier">int</span></dt><dd><p>Size of cliques</p>
 </dd>
-<dt><strong>p</strong><span class="classifier">float</span></dt><dd><p>Probabilty of rewiring each edge.</p>
+<dt><strong>p</strong><span class="classifier">float</span></dt><dd><p>Probability of rewiring each edge.</p>
 </dd>
 <dt><strong>seed</strong><span class="classifier">integer, random_state, or None (default)</span></dt><dd><p>Indicator of random number generation state.
 See <a class="reference internal" href="../randomness.html#randomness"><span class="std std-ref">Randomness</span></a>.</p>
@@ -688,6 +700,15 @@ Physics Reports Volume 486, Issues 3-5, February 2010, Pages 75-174.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -709,15 +730,6 @@ Physics Reports Volume 486, Issues 3-5, February 2010, Pages 75-174.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.ring_of_cliques.html b/reference/generated/networkx.generators.community.ring_of_cliques.html
index be320e50..68cef95b 100644
--- a/reference/generated/networkx.generators.community.ring_of_cliques.html
+++ b/reference/generated/networkx.generators.community.ring_of_cliques.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>ring_of_cliques &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ring_of_cliques &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.ring_of_cliques';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.ring_of_cliques.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="stochastic_block_model" href="networkx.generators.community.stochastic_block_model.html" />
     <link rel="prev" title="relaxed_caveman_graph" href="networkx.generators.community.relaxed_caveman_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -685,6 +697,15 @@ simply adds the link without removing any link from the cliques.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -706,15 +727,6 @@ simply adds the link without removing any link from the cliques.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.stochastic_block_model.html b/reference/generated/networkx.generators.community.stochastic_block_model.html
index 76c38c60..48f69576 100644
--- a/reference/generated/networkx.generators.community.stochastic_block_model.html
+++ b/reference/generated/networkx.generators.community.stochastic_block_model.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>stochastic_block_model &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>stochastic_block_model &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.stochastic_block_model';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.stochastic_block_model.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="windmill_graph" href="networkx.generators.community.windmill_graph.html" />
     <link rel="prev" title="ring_of_cliques" href="networkx.generators.community.ring_of_cliques.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -730,6 +742,15 @@ Social networks, 5(2), 109-137, 1983.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -751,15 +772,6 @@ Social networks, 5(2), 109-137, 1983.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.community.windmill_graph.html b/reference/generated/networkx.generators.community.windmill_graph.html
index 8e77317a..df73ecb7 100644
--- a/reference/generated/networkx.generators.community.windmill_graph.html
+++ b/reference/generated/networkx.generators.community.windmill_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>windmill_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>windmill_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.community.windmill_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.community.windmill_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="spectral_graph_forge" href="networkx.generators.spectral_graph_forge.spectral_graph_forge.html" />
     <link rel="prev" title="stochastic_block_model" href="networkx.generators.community.stochastic_block_model.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -683,6 +695,15 @@ are in the opposite order as the parameters of this method.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -704,15 +725,6 @@ are in the opposite order as the parameters of this method.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.degree_seq.configuration_model.html b/reference/generated/networkx.generators.degree_seq.configuration_model.html
index 15d7af55..5a1b638c 100644
--- a/reference/generated/networkx.generators.degree_seq.configuration_model.html
+++ b/reference/generated/networkx.generators.degree_seq.configuration_model.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>configuration_model &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>configuration_model &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.degree_seq.configuration_model.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="directed_configuration_model" href="networkx.generators.degree_seq.directed_configuration_model.html" />
     <link rel="prev" title="partial_duplication_graph" href="networkx.generators.duplication.partial_duplication_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -733,6 +745,15 @@ edges. To remove any parallel edges from the returned graph:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -754,15 +775,6 @@ edges. To remove any parallel edges from the returned graph:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.degree_seq.degree_sequence_tree.html b/reference/generated/networkx.generators.degree_seq.degree_sequence_tree.html
index eb6b0245..f9cb30fb 100644
--- a/reference/generated/networkx.generators.degree_seq.degree_sequence_tree.html
+++ b/reference/generated/networkx.generators.degree_seq.degree_sequence_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>degree_sequence_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>degree_sequence_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.degree_seq.degree_sequence_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.degree_seq.degree_sequence_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_degree_sequence_graph" href="networkx.generators.degree_seq.random_degree_sequence_graph.html" />
     <link rel="prev" title="directed_havel_hakimi_graph" href="networkx.generators.degree_seq.directed_havel_hakimi_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -649,6 +661,15 @@ len(deg_sequence)-sum(deg_sequence)/2=1</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -670,15 +691,6 @@ len(deg_sequence)-sum(deg_sequence)/2=1</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.degree_seq.directed_configuration_model.html b/reference/generated/networkx.generators.degree_seq.directed_configuration_model.html
index 1fd779b2..be6ae0a6 100644
--- a/reference/generated/networkx.generators.degree_seq.directed_configuration_model.html
+++ b/reference/generated/networkx.generators.degree_seq.directed_configuration_model.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>directed_configuration_model &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>directed_configuration_model &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.degree_seq.directed_configuration_model';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.degree_seq.directed_configuration_model.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="expected_degree_graph" href="networkx.generators.degree_seq.expected_degree_graph.html" />
     <link rel="prev" title="configuration_model" href="networkx.generators.degree_seq.configuration_model.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -726,6 +738,15 @@ edges. To remove any parallel edges from the returned graph:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -747,15 +768,6 @@ edges. To remove any parallel edges from the returned graph:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.degree_seq.directed_havel_hakimi_graph.html b/reference/generated/networkx.generators.degree_seq.directed_havel_hakimi_graph.html
index 07db0fa2..62de04eb 100644
--- a/reference/generated/networkx.generators.degree_seq.directed_havel_hakimi_graph.html
+++ b/reference/generated/networkx.generators.degree_seq.directed_havel_hakimi_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>directed_havel_hakimi_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>directed_havel_hakimi_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.degree_seq.directed_havel_hakimi_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.degree_seq.directed_havel_hakimi_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="degree_sequence_tree" href="networkx.generators.degree_seq.degree_sequence_tree.html" />
     <link rel="prev" title="havel_hakimi_graph" href="networkx.generators.degree_seq.havel_hakimi_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -689,6 +701,15 @@ and Factors Discrete Mathematics, 6(1), pp. 79-88 (1973)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -710,15 +731,6 @@ and Factors Discrete Mathematics, 6(1), pp. 79-88 (1973)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.degree_seq.expected_degree_graph.html b/reference/generated/networkx.generators.degree_seq.expected_degree_graph.html
index 94218a17..24fba4b3 100644
--- a/reference/generated/networkx.generators.degree_seq.expected_degree_graph.html
+++ b/reference/generated/networkx.generators.degree_seq.expected_degree_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>expected_degree_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>expected_degree_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.degree_seq.expected_degree_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.degree_seq.expected_degree_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="havel_hakimi_graph" href="networkx.generators.degree_seq.havel_hakimi_graph.html" />
     <link rel="prev" title="directed_configuration_model" href="networkx.generators.degree_seq.directed_configuration_model.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -711,6 +723,15 @@ pp. 115-126, 2011.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -732,15 +753,6 @@ pp. 115-126, 2011.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.degree_seq.havel_hakimi_graph.html b/reference/generated/networkx.generators.degree_seq.havel_hakimi_graph.html
index 61228979..245d83b3 100644
--- a/reference/generated/networkx.generators.degree_seq.havel_hakimi_graph.html
+++ b/reference/generated/networkx.generators.degree_seq.havel_hakimi_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>havel_hakimi_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>havel_hakimi_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.degree_seq.havel_hakimi_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.degree_seq.havel_hakimi_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="directed_havel_hakimi_graph" href="networkx.generators.degree_seq.directed_havel_hakimi_graph.html" />
     <link rel="prev" title="expected_degree_graph" href="networkx.generators.degree_seq.expected_degree_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -689,6 +701,15 @@ and Factors  Discrete Mathematics, 6(1), pp. 79-88 (1973)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -710,15 +731,6 @@ and Factors  Discrete Mathematics, 6(1), pp. 79-88 (1973)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-    <title>random_degree_sequence_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="degree_sequence_tree" href="networkx.generators.degree_seq.degree_sequence_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
-<div class="toc-item">
-  
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index 704cf2be..437d1456 100644
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-    <title>gn_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>gn_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
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+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -707,15 +728,6 @@ method:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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-    <title>gnc_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>gnc_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="gnr_graph" href="networkx.generators.directed.gnr_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -671,6 +683,15 @@ Phys. Rev. E, 71, 036118, 2005k.},</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -692,15 +713,6 @@ Phys. Rev. E, 71, 036118, 2005k.},</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/generated/networkx.generators.directed.gnr_graph.html b/reference/generated/networkx.generators.directed.gnr_graph.html
index 71b96bd9..4f4c68be 100644
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-    <title>gnr_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>gnr_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="gn_graph" href="networkx.generators.directed.gn_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -683,6 +695,15 @@ method:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -704,15 +725,6 @@ method:</p>
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
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-    <title>random_k_out_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -728,15 +749,6 @@ arXiv preprint arXiv:1311.5961 (2013).
 
 <div class="toc-item">
   
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-    <title>scale_free_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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@@ -704,6 +716,15 @@ Discrete Algorithms, 132–139, 2003.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -725,15 +746,6 @@ Discrete Algorithms, 132–139, 2003.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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-    <title>duplication_divergence_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>duplication_divergence_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="partial_duplication_graph" href="networkx.generators.duplication.partial_duplication_graph.html" />
     <link rel="prev" title="random_powerlaw_tree_sequence" href="networkx.generators.random_graphs.random_powerlaw_tree_sequence.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -708,15 +729,6 @@ Phys. Rev. E, 71, 061911, 2005.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/generated/networkx.generators.duplication.partial_duplication_graph.html b/reference/generated/networkx.generators.duplication.partial_duplication_graph.html
index e19df407..afc493b8 100644
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-    <title>partial_duplication_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>partial_duplication_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="configuration_model" href="networkx.generators.degree_seq.configuration_model.html" />
     <link rel="prev" title="duplication_divergence_graph" href="networkx.generators.duplication.duplication_divergence_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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@@ -688,6 +700,15 @@ randomly grown graphs.” Journal of Applied Mathematics 2008.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -709,15 +730,6 @@ randomly grown graphs.” Journal of Applied Mathematics 2008.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/generated/networkx.generators.ego.ego_graph.html b/reference/generated/networkx.generators.ego.ego_graph.html
index ecbccd17..ab509df9 100644
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-    <title>ego_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>ego_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.ego.ego_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="stochastic_graph" href="networkx.generators.stochastic.stochastic_graph.html" />
     <link rel="prev" title="inverse_line_graph" href="networkx.generators.line.inverse_line_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -673,6 +685,15 @@ directions use the keyword argument undirected=True.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -694,15 +715,6 @@ directions use the keyword argument undirected=True.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.expanders.chordal_cycle_graph.html b/reference/generated/networkx.generators.expanders.chordal_cycle_graph.html
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-    <title>chordal_cycle_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>chordal_cycle_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="paley_graph" href="networkx.generators.expanders.paley_graph.html" />
     <link rel="prev" title="margulis_gabber_galil_graph" href="networkx.generators.expanders.margulis_gabber_galil_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -682,6 +694,15 @@ Birkhäuser Verlag, Basel, 1994.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -703,15 +724,6 @@ Birkhäuser Verlag, Basel, 1994.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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-    <title>margulis_gabber_galil_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>margulis_gabber_galil_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="chordal_cycle_graph" href="networkx.generators.expanders.chordal_cycle_graph.html" />
     <link rel="prev" title="wheel_graph" href="networkx.generators.classic.wheel_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -671,6 +683,15 @@ is at most <code class="xref py py-obj docutils literal notranslate"><span class
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -692,15 +713,6 @@ is at most <code class="xref py py-obj docutils literal notranslate"><span class
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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index eb742eda..1f36078d 100644
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-    <title>paley_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>paley_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="grid_2d_graph" href="networkx.generators.lattice.grid_2d_graph.html" />
     <link rel="prev" title="chordal_cycle_graph" href="networkx.generators.expanders.chordal_cycle_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -682,6 +694,15 @@ Cambridge University Press, Cambridge (2001).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -703,15 +724,6 @@ Cambridge University Press, Cambridge (2001).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.geometric.geographical_threshold_graph.html b/reference/generated/networkx.generators.geometric.geographical_threshold_graph.html
index f98cae0c..f8fcf07e 100644
--- a/reference/generated/networkx.generators.geometric.geographical_threshold_graph.html
+++ b/reference/generated/networkx.generators.geometric.geographical_threshold_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>geographical_threshold_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>geographical_threshold_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.geometric.geographical_threshold_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.geometric.geographical_threshold_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="navigable_small_world_graph" href="networkx.generators.geometric.navigable_small_world_graph.html" />
     <link rel="prev" title="geometric_edges" href="networkx.generators.geometric.geometric_edges.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -674,7 +686,7 @@ originally conceived as a probability density function giving the
 probability of connecting two nodes that are of metric distance <code class="xref py py-obj docutils literal notranslate"><span class="pre">r</span></code>
 apart. The implementation here allows for more arbitrary definitions
 of <code class="xref py py-obj docutils literal notranslate"><span class="pre">p_dist</span></code> that do not need to correspond to valid probability
-density functions. The <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/stats.html#module-scipy.stats" title="(in SciPy v1.10.0)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">scipy.stats</span></code></a> package has many
+density functions. The <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/stats.html#module-scipy.stats" title="(in SciPy v1.10.1)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">scipy.stats</span></code></a> package has many
 probability density functions implemented and tools for custom
 probability density definitions, and passing the <code class="docutils literal notranslate"><span class="pre">.pdf</span></code> method of
 scipy.stats distributions can be used here. If <code class="docutils literal notranslate"><span class="pre">p_dist=None</span></code>
@@ -754,6 +766,15 @@ default <a class="reference external" href="https://en.wikipedia.org/wiki/Euclid
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -775,15 +796,6 @@ default <a class="reference external" href="https://en.wikipedia.org/wiki/Euclid
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.geometric.geometric_edges.html b/reference/generated/networkx.generators.geometric.geometric_edges.html
index ccce60a6..10be2b15 100644
--- a/reference/generated/networkx.generators.geometric.geometric_edges.html
+++ b/reference/generated/networkx.generators.geometric.geometric_edges.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>geometric_edges &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>geometric_edges &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.geometric.geometric_edges';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.geometric.geometric_edges.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="geographical_threshold_graph" href="networkx.generators.geometric.geographical_threshold_graph.html" />
     <link rel="prev" title="scale_free_graph" href="networkx.generators.directed.scale_free_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -653,7 +665,7 @@ distances. The default value is 2, i.e. Euclidean distance.</p>
 </dl>
 <p class="rubric">Notes</p>
 <p>Radius uses Minkowski distance metric <code class="xref py py-obj docutils literal notranslate"><span class="pre">p</span></code>.
-If scipy is available, <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.cKDTree.html#scipy.spatial.cKDTree" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.spatial.cKDTree</span></code></a> is used to speed computation.</p>
+If scipy is available, <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.cKDTree.html#scipy.spatial.cKDTree" title="(in SciPy v1.10.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.spatial.cKDTree</span></code></a> is used to speed computation.</p>
 <p class="rubric">Examples</p>
 <p>Create a graph with nodes that have a “pos” attribute representing 2D
 coordinates.</p>
@@ -690,6 +702,15 @@ coordinates.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -711,15 +732,6 @@ coordinates.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.geometric.navigable_small_world_graph.html b/reference/generated/networkx.generators.geometric.navigable_small_world_graph.html
index 67c72a99..301e6f2c 100644
--- a/reference/generated/networkx.generators.geometric.navigable_small_world_graph.html
+++ b/reference/generated/networkx.generators.geometric.navigable_small_world_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>navigable_small_world_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>navigable_small_world_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.geometric.navigable_small_world_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.geometric.navigable_small_world_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_geometric_graph" href="networkx.generators.geometric.random_geometric_graph.html" />
     <link rel="prev" title="geographical_threshold_graph" href="networkx.generators.geometric.geographical_threshold_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -694,6 +706,15 @@ perspective. Proc. 32nd ACM Symposium on Theory of Computing, 2000.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -715,15 +736,6 @@ perspective. Proc. 32nd ACM Symposium on Theory of Computing, 2000.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.geometric.random_geometric_graph.html b/reference/generated/networkx.generators.geometric.random_geometric_graph.html
index 8e35b213..f1443f3c 100644
--- a/reference/generated/networkx.generators.geometric.random_geometric_graph.html
+++ b/reference/generated/networkx.generators.geometric.random_geometric_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_geometric_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_geometric_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.geometric.random_geometric_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.geometric.random_geometric_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="soft_random_geometric_graph" href="networkx.generators.geometric.soft_random_geometric_graph.html" />
     <link rel="prev" title="navigable_small_world_graph" href="networkx.generators.geometric.navigable_small_world_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -712,6 +724,15 @@ an edge if their distance is at most 0.1:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -733,15 +754,6 @@ an edge if their distance is at most 0.1:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.geometric.soft_random_geometric_graph.html b/reference/generated/networkx.generators.geometric.soft_random_geometric_graph.html
index cdd0a895..adf2d138 100644
--- a/reference/generated/networkx.generators.geometric.soft_random_geometric_graph.html
+++ b/reference/generated/networkx.generators.geometric.soft_random_geometric_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>soft_random_geometric_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>soft_random_geometric_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.geometric.soft_random_geometric_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.geometric.soft_random_geometric_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="thresholded_random_geometric_graph" href="networkx.generators.geometric.thresholded_random_geometric_graph.html" />
     <link rel="prev" title="random_geometric_graph" href="networkx.generators.geometric.random_geometric_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -737,6 +749,15 @@ Euclidean distance is at most 0.2.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -758,15 +779,6 @@ Euclidean distance is at most 0.2.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.geometric.thresholded_random_geometric_graph.html b/reference/generated/networkx.generators.geometric.thresholded_random_geometric_graph.html
index 2ba87e77..c83b0d4e 100644
--- a/reference/generated/networkx.generators.geometric.thresholded_random_geometric_graph.html
+++ b/reference/generated/networkx.generators.geometric.thresholded_random_geometric_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>thresholded_random_geometric_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>thresholded_random_geometric_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="waxman_graph" href="networkx.generators.geometric.waxman_graph.html" />
     <link rel="prev" title="soft_random_geometric_graph" href="networkx.generators.geometric.soft_random_geometric_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -734,6 +746,15 @@ Euclidean distance is at most 0.2.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -755,15 +776,6 @@ Euclidean distance is at most 0.2.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.geometric.waxman_graph.html b/reference/generated/networkx.generators.geometric.waxman_graph.html
index 5f068cd2..c25a0f2e 100644
--- a/reference/generated/networkx.generators.geometric.waxman_graph.html
+++ b/reference/generated/networkx.generators.geometric.waxman_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>waxman_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>waxman_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.geometric.waxman_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.geometric.waxman_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="line_graph" href="networkx.generators.line.line_graph.html" />
     <link rel="prev" title="thresholded_random_geometric_graph" href="networkx.generators.geometric.thresholded_random_geometric_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -725,6 +737,15 @@ default <a class="reference external" href="https://en.wikipedia.org/wiki/Euclid
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -746,15 +767,6 @@ default <a class="reference external" href="https://en.wikipedia.org/wiki/Euclid
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.harary_graph.hkn_harary_graph.html b/reference/generated/networkx.generators.harary_graph.hkn_harary_graph.html
index ad41ba54..575e0ad6 100644
--- a/reference/generated/networkx.generators.harary_graph.hkn_harary_graph.html
+++ b/reference/generated/networkx.generators.harary_graph.hkn_harary_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hkn_harary_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hkn_harary_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.harary_graph.hkn_harary_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.harary_graph.hkn_harary_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_cograph" href="networkx.generators.cographs.random_cograph.html" />
     <link rel="prev" title="hnm_harary_graph" href="networkx.generators.harary_graph.hnm_harary_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -691,6 +703,15 @@ Proc. Nat. Acad. Sci. USA 48, 1142-1146, 1962.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -712,15 +733,6 @@ Proc. Nat. Acad. Sci. USA 48, 1142-1146, 1962.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.harary_graph.hnm_harary_graph.html b/reference/generated/networkx.generators.harary_graph.hnm_harary_graph.html
index 3dcd21fa..7141247d 100644
--- a/reference/generated/networkx.generators.harary_graph.hnm_harary_graph.html
+++ b/reference/generated/networkx.generators.harary_graph.hnm_harary_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hnm_harary_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hnm_harary_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.harary_graph.hnm_harary_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.harary_graph.hnm_harary_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="hkn_harary_graph" href="networkx.generators.harary_graph.hkn_harary_graph.html" />
     <link rel="prev" title="mycielski_graph" href="networkx.generators.mycielski.mycielski_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -692,6 +704,15 @@ Proc. Nat. Acad. Sci. USA 48, 1142-1146, 1962.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -713,15 +734,6 @@ Proc. Nat. Acad. Sci. USA 48, 1142-1146, 1962.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.internet_as_graphs.random_internet_as_graph.html b/reference/generated/networkx.generators.internet_as_graphs.random_internet_as_graph.html
index 9e36533c..3047e774 100644
--- a/reference/generated/networkx.generators.internet_as_graphs.random_internet_as_graph.html
+++ b/reference/generated/networkx.generators.internet_as_graphs.random_internet_as_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_internet_as_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_internet_as_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="uniform_random_intersection_graph" href="networkx.generators.intersection.uniform_random_intersection_graph.html" />
     <link rel="prev" title="stochastic_graph" href="networkx.generators.stochastic.stochastic_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -688,6 +700,15 @@ in Communications, vol. 28, no. 8, pp. 1250-1261, October 2010.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -709,15 +730,6 @@ in Communications, vol. 28, no. 8, pp. 1250-1261, October 2010.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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index 204bfb5a..2b06ca9e 100644
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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-  
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-    <title>k_random_intersection_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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-<div id="searchbox"></div>
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-  
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-  
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diff --git a/reference/generated/networkx.generators.intersection.uniform_random_intersection_graph.html b/reference/generated/networkx.generators.intersection.uniform_random_intersection_graph.html
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-    <title>uniform_random_intersection_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="random_internet_as_graph" href="networkx.generators.internet_as_graphs.random_internet_as_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
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index ef1f919b..4776baaf 100644
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-    <title>interval_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="random_cograph" href="networkx.generators.cographs.random_cograph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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@@ -682,6 +694,15 @@ where min1,max1 = interval</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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-  
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-    <title>directed_joint_degree_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="is_valid_directed_joint_degree" href="networkx.generators.joint_degree_seq.is_valid_directed_joint_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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-    <title>is_valid_directed_joint_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -688,6 +700,15 @@ nkk) need to satisfy for simple directed graph realizability:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -709,15 +730,6 @@ nkk) need to satisfy for simple directed graph realizability:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
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index 261e7bf7..6c4ebe6b 100644
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-    <title>is_valid_joint_degree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>is_valid_joint_degree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -691,6 +703,15 @@ Algorithmics, 2012.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -712,15 +733,6 @@ Algorithmics, 2012.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
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diff --git a/reference/generated/networkx.generators.joint_degree_seq.joint_degree_graph.html b/reference/generated/networkx.generators.joint_degree_seq.joint_degree_graph.html
index 203e9ca5..fd37cf85 100644
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-    <title>joint_degree_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>joint_degree_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="is_valid_joint_degree" href="networkx.generators.joint_degree_seq.is_valid_joint_degree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -703,6 +715,15 @@ Graphs with a Target Joint Degree Matrix and Beyond”, IEEE Infocom, ‘15</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -724,15 +745,6 @@ Graphs with a Target Joint Degree Matrix and Beyond”, IEEE Infocom, ‘15</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
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diff --git a/reference/generated/networkx.generators.lattice.grid_2d_graph.html b/reference/generated/networkx.generators.lattice.grid_2d_graph.html
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-    <title>grid_2d_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>grid_2d_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
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     <link rel="prev" title="paley_graph" href="networkx.generators.expanders.paley_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -669,6 +681,15 @@ periodic.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -690,15 +711,6 @@ periodic.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.lattice.grid_graph.html b/reference/generated/networkx.generators.lattice.grid_graph.html
index fd291dc2..de6eeb0c 100644
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-    <title>grid_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>grid_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="hexagonal_lattice_graph" href="networkx.generators.lattice.hexagonal_lattice_graph.html" />
     <link rel="prev" title="grid_2d_graph" href="networkx.generators.lattice.grid_2d_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -681,6 +693,15 @@ corresponding axis is periodic.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -702,15 +723,6 @@ corresponding axis is periodic.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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 </div>
 
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diff --git a/reference/generated/networkx.generators.lattice.hexagonal_lattice_graph.html b/reference/generated/networkx.generators.lattice.hexagonal_lattice_graph.html
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-    <title>hexagonal_lattice_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="hypercube_graph" href="networkx.generators.lattice.hypercube_graph.html" />
     <link rel="prev" title="grid_graph" href="networkx.generators.lattice.grid_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -684,6 +696,15 @@ If graph is directed, edges will point up or right.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -705,15 +726,6 @@ If graph is directed, edges will point up or right.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
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 </div>
 
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diff --git a/reference/generated/networkx.generators.lattice.hypercube_graph.html b/reference/generated/networkx.generators.lattice.hypercube_graph.html
index dbcd22a2..1c71db50 100644
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-    <title>hypercube_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hypercube_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.lattice.hypercube_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.lattice.hypercube_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="triangular_lattice_graph" href="networkx.generators.lattice.triangular_lattice_graph.html" />
     <link rel="prev" title="hexagonal_lattice_graph" href="networkx.generators.lattice.hexagonal_lattice_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -664,6 +676,15 @@ The number of nodes in the graph will be <code class="docutils literal notransla
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -685,15 +706,6 @@ The number of nodes in the graph will be <code class="docutils literal notransla
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.lattice.triangular_lattice_graph.html b/reference/generated/networkx.generators.lattice.triangular_lattice_graph.html
index cb717fda..00336841 100644
--- a/reference/generated/networkx.generators.lattice.triangular_lattice_graph.html
+++ b/reference/generated/networkx.generators.lattice.triangular_lattice_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>triangular_lattice_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>triangular_lattice_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.lattice.triangular_lattice_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.lattice.triangular_lattice_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="LCF_graph" href="networkx.generators.small.LCF_graph.html" />
     <link rel="prev" title="hypercube_graph" href="networkx.generators.lattice.hypercube_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -690,6 +702,15 @@ the edges don’t overlap so much.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -711,15 +732,6 @@ the edges don’t overlap so much.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.line.inverse_line_graph.html b/reference/generated/networkx.generators.line.inverse_line_graph.html
index 177ce3de..8e1a98c5 100644
--- a/reference/generated/networkx.generators.line.inverse_line_graph.html
+++ b/reference/generated/networkx.generators.line.inverse_line_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>inverse_line_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>inverse_line_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.line.inverse_line_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.line.inverse_line_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="ego_graph" href="networkx.generators.ego.ego_graph.html" />
     <link rel="prev" title="line_graph" href="networkx.generators.line.line_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -656,9 +668,9 @@ In these cases this function raises a NetworkXError.</p>
 </dd>
 </dl>
 <p class="rubric">Notes</p>
-<p>This is an implementation of the Roussopoulos algorithm.</p>
+<p>This is an implementation of the Roussopoulos algorithm[R90abc5507a69-1]_.</p>
 <p>If G consists of multiple components, then the algorithm doesn’t work.
-You should invert every component seperately:</p>
+You should invert every component separately:</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">K5</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">complete_graph</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">P4</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">Graph</span><span class="p">([(</span><span class="s2">&quot;a&quot;</span><span class="p">,</span> <span class="s2">&quot;b&quot;</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;b&quot;</span><span class="p">,</span> <span class="s2">&quot;c&quot;</span><span class="p">),</span> <span class="p">(</span><span class="s2">&quot;c&quot;</span><span class="p">,</span> <span class="s2">&quot;d&quot;</span><span class="p">)])</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">G</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">K5</span><span class="p">,</span> <span class="n">P4</span><span class="p">)</span>
@@ -670,10 +682,14 @@ You should invert every component seperately:</p>
 </pre></div>
 </div>
 <p class="rubric">References</p>
-<ul class="simple">
-<li><p>Roussopolous, N, “A max {m, n} algorithm for determining the graph H from
-its line graph G”, Information Processing Letters 2, (1973), 108–112.</p></li>
-</ul>
+<div role="list" class="citation-list">
+<div class="citation" id="r90abc5507a69-1" role="doc-biblioentry">
+<span class="label"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></span>
+<p>Roussopoulos, N.D. , “A max {m, n} algorithm for determining the graph H from
+its line graph G”, Information Processing Letters 2, (1973), 108–112, ISSN 0020-0190,
+<a class="reference external" href="https://doi.org/10.1016/0020-0190(73)90029-X">DOI link</a></p>
+</div>
+</div>
 </dd></dl>
 
 </section>
@@ -691,6 +707,15 @@ its line graph G”, Information Processing Letters 2, (1973), 108–112.</p></l
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -712,15 +737,6 @@ its line graph G”, Information Processing Letters 2, (1973), 108–112.</p></l
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.line.line_graph.html b/reference/generated/networkx.generators.line.line_graph.html
index 6ff2c3e9..8c98e2c8 100644
--- a/reference/generated/networkx.generators.line.line_graph.html
+++ b/reference/generated/networkx.generators.line.line_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>line_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>line_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.line.line_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.line.line_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="inverse_line_graph" href="networkx.generators.line.inverse_line_graph.html" />
     <link rel="prev" title="waxman_graph" href="networkx.generators.geometric.waxman_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -735,6 +747,15 @@ attributes can be copied manually:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -756,15 +777,6 @@ attributes can be copied manually:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.mycielski.mycielski_graph.html b/reference/generated/networkx.generators.mycielski.mycielski_graph.html
index 2386d5c3..c54e6ea3 100644
--- a/reference/generated/networkx.generators.mycielski.mycielski_graph.html
+++ b/reference/generated/networkx.generators.mycielski.mycielski_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>mycielski_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>mycielski_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.mycielski.mycielski_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.mycielski.mycielski_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="hnm_harary_graph" href="networkx.generators.harary_graph.hnm_harary_graph.html" />
     <link rel="prev" title="mycielskian" href="networkx.generators.mycielski.mycielskian.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -673,6 +685,15 @@ The remaining graphs are generated using the Mycielski operation.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -694,15 +715,6 @@ The remaining graphs are generated using the Mycielski operation.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.mycielski.mycielskian.html b/reference/generated/networkx.generators.mycielski.mycielskian.html
index 422beb53..b85aa7b3 100644
--- a/reference/generated/networkx.generators.mycielski.mycielskian.html
+++ b/reference/generated/networkx.generators.mycielski.mycielskian.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>mycielskian &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>mycielskian &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="mycielski_graph" href="networkx.generators.mycielski.mycielski_graph.html" />
     <link rel="prev" title="directed_joint_degree_graph" href="networkx.generators.joint_degree_seq.directed_joint_degree_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -680,6 +692,15 @@ perform on G. Defaults to 1. Must be a non-negative integer.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -701,15 +722,6 @@ perform on G. Defaults to 1. Must be a non-negative integer.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.nonisomorphic_trees.nonisomorphic_trees.html b/reference/generated/networkx.generators.nonisomorphic_trees.nonisomorphic_trees.html
index 792efe08..c4583960 100644
--- a/reference/generated/networkx.generators.nonisomorphic_trees.nonisomorphic_trees.html
+++ b/reference/generated/networkx.generators.nonisomorphic_trees.nonisomorphic_trees.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>nonisomorphic_trees &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>nonisomorphic_trees &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="number_of_nonisomorphic_trees" href="networkx.generators.nonisomorphic_trees.number_of_nonisomorphic_trees.html" />
     <link rel="prev" title="prefix_tree" href="networkx.generators.trees.prefix_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -664,6 +676,15 @@ be returned</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -685,15 +706,6 @@ be returned</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.nonisomorphic_trees.number_of_nonisomorphic_trees.html b/reference/generated/networkx.generators.nonisomorphic_trees.number_of_nonisomorphic_trees.html
index 1ccbef87..765b096c 100644
--- a/reference/generated/networkx.generators.nonisomorphic_trees.number_of_nonisomorphic_trees.html
+++ b/reference/generated/networkx.generators.nonisomorphic_trees.number_of_nonisomorphic_trees.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>number_of_nonisomorphic_trees &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>number_of_nonisomorphic_trees &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="triad_graph" href="networkx.generators.triads.triad_graph.html" />
     <link rel="prev" title="nonisomorphic_trees" href="networkx.generators.nonisomorphic_trees.nonisomorphic_trees.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -659,6 +671,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -680,15 +701,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_clustered.random_clustered_graph.html b/reference/generated/networkx.generators.random_clustered.random_clustered_graph.html
index 0b3ad3a0..dbfd986d 100644
--- a/reference/generated/networkx.generators.random_clustered.random_clustered_graph.html
+++ b/reference/generated/networkx.generators.random_clustered.random_clustered_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_clustered_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_clustered_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_clustered.random_clustered_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_clustered.random_clustered_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="gn_graph" href="networkx.generators.directed.gn_graph.html" />
     <link rel="prev" title="random_degree_sequence_graph" href="networkx.generators.degree_seq.random_degree_sequence_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -725,6 +737,15 @@ In: Physical Review Letters 103 (5 July 2009)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -746,15 +767,6 @@ In: Physical Review Letters 103 (5 July 2009)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.barabasi_albert_graph.html b/reference/generated/networkx.generators.random_graphs.barabasi_albert_graph.html
index 1c9d46b2..e5b55692 100644
--- a/reference/generated/networkx.generators.random_graphs.barabasi_albert_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.barabasi_albert_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>barabasi_albert_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>barabasi_albert_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.barabasi_albert_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.barabasi_albert_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="dual_barabasi_albert_graph" href="networkx.generators.random_graphs.dual_barabasi_albert_graph.html" />
     <link rel="prev" title="random_regular_graph" href="networkx.generators.random_graphs.random_regular_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -687,6 +699,15 @@ random networks”, Science 286, pp 509-512, 1999.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -708,15 +729,6 @@ random networks”, Science 286, pp 509-512, 1999.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.binomial_graph.html b/reference/generated/networkx.generators.random_graphs.binomial_graph.html
index 66311db2..785f306d 100644
--- a/reference/generated/networkx.generators.random_graphs.binomial_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.binomial_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>binomial_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>binomial_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.binomial_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.binomial_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="newman_watts_strogatz_graph" href="networkx.generators.random_graphs.newman_watts_strogatz_graph.html" />
     <link rel="prev" title="erdos_renyi_graph" href="networkx.generators.random_graphs.erdos_renyi_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -699,6 +711,15 @@ aliases for <a class="reference internal" href="networkx.generators.random_graph
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -720,15 +741,6 @@ aliases for <a class="reference internal" href="networkx.generators.random_graph
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.connected_watts_strogatz_graph.html b/reference/generated/networkx.generators.random_graphs.connected_watts_strogatz_graph.html
index d47d48cb..dd7d6291 100644
--- a/reference/generated/networkx.generators.random_graphs.connected_watts_strogatz_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.connected_watts_strogatz_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>connected_watts_strogatz_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>connected_watts_strogatz_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.connected_watts_strogatz_graph';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_regular_graph" href="networkx.generators.random_graphs.random_regular_graph.html" />
     <link rel="prev" title="watts_strogatz_graph" href="networkx.generators.random_graphs.watts_strogatz_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -692,6 +704,15 @@ Nature, 393, pp. 440–442, 1998.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -713,15 +734,6 @@ Nature, 393, pp. 440–442, 1998.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.dense_gnm_random_graph.html b/reference/generated/networkx.generators.random_graphs.dense_gnm_random_graph.html
index 6304d2d6..379a852d 100644
--- a/reference/generated/networkx.generators.random_graphs.dense_gnm_random_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.dense_gnm_random_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dense_gnm_random_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dense_gnm_random_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.dense_gnm_random_graph';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="gnm_random_graph" href="networkx.generators.random_graphs.gnm_random_graph.html" />
     <link rel="prev" title="gnp_random_graph" href="networkx.generators.random_graphs.gnp_random_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -682,6 +694,15 @@ Volume 2/Seminumerical algorithms, Third Edition, Addison-Wesley, 1997.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -703,15 +724,6 @@ Volume 2/Seminumerical algorithms, Third Edition, Addison-Wesley, 1997.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.dual_barabasi_albert_graph.html b/reference/generated/networkx.generators.random_graphs.dual_barabasi_albert_graph.html
index 612ea78a..57d159e3 100644
--- a/reference/generated/networkx.generators.random_graphs.dual_barabasi_albert_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.dual_barabasi_albert_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dual_barabasi_albert_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dual_barabasi_albert_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.dual_barabasi_albert_graph';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="extended_barabasi_albert_graph" href="networkx.generators.random_graphs.extended_barabasi_albert_graph.html" />
     <link rel="prev" title="barabasi_albert_graph" href="networkx.generators.random_graphs.barabasi_albert_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -694,6 +706,15 @@ the initial graph number of nodes m0 does not satisfy m1, m2 &lt;= m0 &lt;= n.</
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -715,15 +736,6 @@ the initial graph number of nodes m0 does not satisfy m1, m2 &lt;= m0 &lt;= n.</
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.erdos_renyi_graph.html b/reference/generated/networkx.generators.random_graphs.erdos_renyi_graph.html
index c8199254..d6115c82 100644
--- a/reference/generated/networkx.generators.random_graphs.erdos_renyi_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.erdos_renyi_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>erdos_renyi_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>erdos_renyi_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.erdos_renyi_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.erdos_renyi_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="binomial_graph" href="networkx.generators.random_graphs.binomial_graph.html" />
     <link rel="prev" title="gnm_random_graph" href="networkx.generators.random_graphs.gnm_random_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -699,6 +711,15 @@ aliases for <a class="reference internal" href="networkx.generators.random_graph
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -720,15 +741,6 @@ aliases for <a class="reference internal" href="networkx.generators.random_graph
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.extended_barabasi_albert_graph.html b/reference/generated/networkx.generators.random_graphs.extended_barabasi_albert_graph.html
index c08cdd2d..1998cc1d 100644
--- a/reference/generated/networkx.generators.random_graphs.extended_barabasi_albert_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.extended_barabasi_albert_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>extended_barabasi_albert_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>extended_barabasi_albert_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.extended_barabasi_albert_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="powerlaw_cluster_graph" href="networkx.generators.random_graphs.powerlaw_cluster_graph.html" />
     <link rel="prev" title="dual_barabasi_albert_graph" href="networkx.generators.random_graphs.dual_barabasi_albert_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -695,6 +707,15 @@ Physical review letters, 85(24), 5234.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -716,15 +737,6 @@ Physical review letters, 85(24), 5234.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.fast_gnp_random_graph.html b/reference/generated/networkx.generators.random_graphs.fast_gnp_random_graph.html
index 6b9324e2..1c92cf76 100644
--- a/reference/generated/networkx.generators.random_graphs.fast_gnp_random_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.fast_gnp_random_graph.html
@@ -6,7 +6,7 @@
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-    <title>fast_gnp_random_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>fast_gnp_random_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="gnp_random_graph" href="networkx.generators.random_graphs.gnp_random_graph.html" />
     <link rel="prev" title="tutte_graph" href="networkx.generators.small.tutte_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -685,6 +697,15 @@ Phys. Rev. E, 71, 036113, 2005.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -706,15 +727,6 @@ Phys. Rev. E, 71, 036113, 2005.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.gnm_random_graph.html b/reference/generated/networkx.generators.random_graphs.gnm_random_graph.html
index 0da4167a..7880af42 100644
--- a/reference/generated/networkx.generators.random_graphs.gnm_random_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.gnm_random_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>gnm_random_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>gnm_random_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.gnm_random_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.gnm_random_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="erdos_renyi_graph" href="networkx.generators.random_graphs.erdos_renyi_graph.html" />
     <link rel="prev" title="dense_gnm_random_graph" href="networkx.generators.random_graphs.dense_gnm_random_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -672,6 +684,15 @@ See <a class="reference internal" href="../randomness.html#randomness"><span cla
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -693,15 +714,6 @@ See <a class="reference internal" href="../randomness.html#randomness"><span cla
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.gnp_random_graph.html b/reference/generated/networkx.generators.random_graphs.gnp_random_graph.html
index 93a6da57..1ec38671 100644
--- a/reference/generated/networkx.generators.random_graphs.gnp_random_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.gnp_random_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>gnp_random_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>gnp_random_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.gnp_random_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.gnp_random_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="dense_gnm_random_graph" href="networkx.generators.random_graphs.dense_gnm_random_graph.html" />
     <link rel="prev" title="fast_gnp_random_graph" href="networkx.generators.random_graphs.fast_gnp_random_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -699,6 +711,15 @@ aliases for <a class="reference internal" href="#networkx.generators.random_grap
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -720,15 +741,6 @@ aliases for <a class="reference internal" href="#networkx.generators.random_grap
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.newman_watts_strogatz_graph.html b/reference/generated/networkx.generators.random_graphs.newman_watts_strogatz_graph.html
index ba3eafa5..106ef154 100644
--- a/reference/generated/networkx.generators.random_graphs.newman_watts_strogatz_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.newman_watts_strogatz_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>newman_watts_strogatz_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>newman_watts_strogatz_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.newman_watts_strogatz_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.newman_watts_strogatz_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="watts_strogatz_graph" href="networkx.generators.random_graphs.watts_strogatz_graph.html" />
     <link rel="prev" title="binomial_graph" href="networkx.generators.random_graphs.binomial_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -687,6 +699,15 @@ Physics Letters A, 263, 341, 1999.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -708,15 +729,6 @@ Physics Letters A, 263, 341, 1999.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.powerlaw_cluster_graph.html b/reference/generated/networkx.generators.random_graphs.powerlaw_cluster_graph.html
index ed2ff52b..08eda9b8 100644
--- a/reference/generated/networkx.generators.random_graphs.powerlaw_cluster_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.powerlaw_cluster_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>powerlaw_cluster_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>powerlaw_cluster_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.powerlaw_cluster_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.powerlaw_cluster_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_kernel_graph" href="networkx.generators.random_graphs.random_kernel_graph.html" />
     <link rel="prev" title="extended_barabasi_albert_graph" href="networkx.generators.random_graphs.extended_barabasi_albert_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -691,6 +703,15 @@ Phys. Rev. E, 65, 026107, 2002.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -712,15 +733,6 @@ Phys. Rev. E, 65, 026107, 2002.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.random_kernel_graph.html b/reference/generated/networkx.generators.random_graphs.random_kernel_graph.html
index 402f21a5..2aa55e5e 100644
--- a/reference/generated/networkx.generators.random_graphs.random_kernel_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.random_kernel_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_kernel_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_kernel_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.random_kernel_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.random_kernel_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_lobster" href="networkx.generators.random_graphs.random_lobster.html" />
     <link rel="prev" title="powerlaw_cluster_graph" href="networkx.generators.random_graphs.powerlaw_cluster_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -643,7 +655,7 @@ bounded function.</p>
 <span class="math notranslate nohighlight">\(F(y,a,b) := \int_a^b \kappa(x,y)dx\)</span></p>
 </dd>
 <dt><strong>kernel_root: function (optional)</strong></dt><dd><p>Function that returns the root <span class="math notranslate nohighlight">\(b\)</span> of the equation <span class="math notranslate nohighlight">\(F(y,a,b) = r\)</span>.
-If None, the root is found using <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.brentq.html#scipy.optimize.brentq" title="(in SciPy v1.10.0)"><code class="xref py py-func docutils literal notranslate"><span class="pre">scipy.optimize.brentq()</span></code></a>
+If None, the root is found using <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.brentq.html#scipy.optimize.brentq" title="(in SciPy v1.10.1)"><code class="xref py py-func docutils literal notranslate"><span class="pre">scipy.optimize.brentq()</span></code></a>
 (this requires SciPy).</p>
 </dd>
 <dt><strong>seed</strong><span class="classifier">integer, random_state, or None (default)</span></dt><dd><p>Indicator of random number generation state.
@@ -708,6 +720,15 @@ PLoS ONE 10(9): e0135177, 2015. doi:10.1371/journal.pone.0135177</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -729,15 +750,6 @@ PLoS ONE 10(9): e0135177, 2015. doi:10.1371/journal.pone.0135177</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.random_lobster.html b/reference/generated/networkx.generators.random_graphs.random_lobster.html
index c5ca6afa..3f56e2bc 100644
--- a/reference/generated/networkx.generators.random_graphs.random_lobster.html
+++ b/reference/generated/networkx.generators.random_graphs.random_lobster.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_lobster &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_lobster &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.random_lobster';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.random_lobster.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_shell_graph" href="networkx.generators.random_graphs.random_shell_graph.html" />
     <link rel="prev" title="random_kernel_graph" href="networkx.generators.random_graphs.random_kernel_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -674,6 +686,15 @@ See <a class="reference internal" href="../randomness.html#randomness"><span cla
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -695,15 +716,6 @@ See <a class="reference internal" href="../randomness.html#randomness"><span cla
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree.html b/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree.html
index 1d42b041..11120c31 100644
--- a/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree.html
+++ b/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_powerlaw_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_powerlaw_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.random_powerlaw_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_powerlaw_tree_sequence" href="networkx.generators.random_graphs.random_powerlaw_tree_sequence.html" />
     <link rel="prev" title="random_shell_graph" href="networkx.generators.random_graphs.random_shell_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -673,6 +685,15 @@ edges is one smaller than the number of nodes).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -694,15 +715,6 @@ edges is one smaller than the number of nodes).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree_sequence.html b/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree_sequence.html
index 11fba5b0..befcab81 100644
--- a/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree_sequence.html
+++ b/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree_sequence.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_powerlaw_tree_sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_powerlaw_tree_sequence &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.random_powerlaw_tree_sequence';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.random_powerlaw_tree_sequence.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="duplication_divergence_graph" href="networkx.generators.duplication.duplication_divergence_graph.html" />
     <link rel="prev" title="random_powerlaw_tree" href="networkx.generators.random_graphs.random_powerlaw_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -673,6 +685,15 @@ edges is one smaller than the number of nodes).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -694,15 +715,6 @@ edges is one smaller than the number of nodes).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.random_regular_graph.html b/reference/generated/networkx.generators.random_graphs.random_regular_graph.html
index ad11bd99..dec8c40b 100644
--- a/reference/generated/networkx.generators.random_graphs.random_regular_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.random_regular_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_regular_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_regular_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.random_regular_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.random_regular_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="barabasi_albert_graph" href="networkx.generators.random_graphs.barabasi_albert_graph.html" />
     <link rel="prev" title="connected_watts_strogatz_graph" href="networkx.generators.random_graphs.connected_watts_strogatz_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -630,6 +642,7 @@
 <dt class="sig sig-object py" id="networkx.generators.random_graphs.random_regular_graph">
 <span class="sig-name descname"><span class="pre">random_regular_graph</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">d</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">seed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/networkx/generators/random_graphs.html#random_regular_graph"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.generators.random_graphs.random_regular_graph" title="Permalink to this definition">#</a></dt>
 <dd><p>Returns a random <span class="math notranslate nohighlight">\(d\)</span>-regular graph on <span class="math notranslate nohighlight">\(n\)</span> nodes.</p>
+<p>A regular graph is a graph where each node has the same number of neighbors.</p>
 <p>The resulting graph has no self-loops or parallel edges.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -662,7 +675,7 @@ asymptotically uniform way from the space of random graphs when
 <p>A. Steger and N. Wormald,
 Generating random regular graphs quickly,
 Probability and Computing 8 (1999), 377-396, 1999.
-<a class="reference external" href="http://citeseer.ist.psu.edu/steger99generating.html">http://citeseer.ist.psu.edu/steger99generating.html</a></p>
+<a class="reference external" href="https://doi.org/10.1017/S0963548399003867">https://doi.org/10.1017/S0963548399003867</a></p>
 </div>
 <div class="citation" id="r4b1b3fc8c0a3-2" role="doc-biblioentry">
 <span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id1">2</a><span class="fn-bracket">]</span></span>
@@ -690,6 +703,15 @@ San Diego, CA, USA, pp 213–222, 2003.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -711,15 +733,6 @@ San Diego, CA, USA, pp 213–222, 2003.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.random_shell_graph.html b/reference/generated/networkx.generators.random_graphs.random_shell_graph.html
index e84f1b65..bd87ab5a 100644
--- a/reference/generated/networkx.generators.random_graphs.random_shell_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.random_shell_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_shell_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_shell_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.random_shell_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.random_shell_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_powerlaw_tree" href="networkx.generators.random_graphs.random_powerlaw_tree.html" />
     <link rel="prev" title="random_lobster" href="networkx.generators.random_graphs.random_lobster.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,6 +680,15 @@ See <a class="reference internal" href="../randomness.html#randomness"><span cla
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -689,15 +710,6 @@ See <a class="reference internal" href="../randomness.html#randomness"><span cla
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.random_graphs.watts_strogatz_graph.html b/reference/generated/networkx.generators.random_graphs.watts_strogatz_graph.html
index 36617aae..007bd1e7 100644
--- a/reference/generated/networkx.generators.random_graphs.watts_strogatz_graph.html
+++ b/reference/generated/networkx.generators.random_graphs.watts_strogatz_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>watts_strogatz_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>watts_strogatz_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.random_graphs.watts_strogatz_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.random_graphs.watts_strogatz_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="connected_watts_strogatz_graph" href="networkx.generators.random_graphs.connected_watts_strogatz_graph.html" />
     <link rel="prev" title="newman_watts_strogatz_graph" href="networkx.generators.random_graphs.newman_watts_strogatz_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -689,6 +701,15 @@ Nature, 393, pp. 440–442, 1998.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -710,15 +731,6 @@ Nature, 393, pp. 440–442, 1998.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.LCF_graph.html b/reference/generated/networkx.generators.small.LCF_graph.html
index 03fc8257..e9bb3772 100644
--- a/reference/generated/networkx.generators.small.LCF_graph.html
+++ b/reference/generated/networkx.generators.small.LCF_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>LCF_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>LCF_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.LCF_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.LCF_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="bull_graph" href="networkx.generators.small.bull_graph.html" />
     <link rel="prev" title="triangular_lattice_graph" href="networkx.generators.lattice.triangular_lattice_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -676,6 +688,15 @@ and references.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -697,15 +718,6 @@ and references.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.bull_graph.html b/reference/generated/networkx.generators.small.bull_graph.html
index 2e157100..51a0c6b7 100644
--- a/reference/generated/networkx.generators.small.bull_graph.html
+++ b/reference/generated/networkx.generators.small.bull_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>bull_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bull_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.bull_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.bull_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="chvatal_graph" href="networkx.generators.small.chvatal_graph.html" />
     <link rel="prev" title="LCF_graph" href="networkx.generators.small.LCF_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -671,6 +683,15 @@ respectively the body and legs of a bull.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -692,15 +713,6 @@ respectively the body and legs of a bull.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.chvatal_graph.html b/reference/generated/networkx.generators.small.chvatal_graph.html
index 82eae926..8ed89d6b 100644
--- a/reference/generated/networkx.generators.small.chvatal_graph.html
+++ b/reference/generated/networkx.generators.small.chvatal_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>chvatal_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>chvatal_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.chvatal_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.chvatal_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="cubical_graph" href="networkx.generators.small.cubical_graph.html" />
     <link rel="prev" title="bull_graph" href="networkx.generators.small.bull_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -674,6 +686,15 @@ LCF notation of order 4, two of order 6 , and 43 of order 1 <a class="reference
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -695,15 +716,6 @@ LCF notation of order 4, two of order 6 , and 43 of order 1 <a class="reference
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.cubical_graph.html b/reference/generated/networkx.generators.small.cubical_graph.html
index a5ac60fa..6ffa9bde 100644
--- a/reference/generated/networkx.generators.small.cubical_graph.html
+++ b/reference/generated/networkx.generators.small.cubical_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cubical_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cubical_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.cubical_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.cubical_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="desargues_graph" href="networkx.generators.small.desargues_graph.html" />
     <link rel="prev" title="chvatal_graph" href="networkx.generators.small.chvatal_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -672,6 +684,15 @@ Such graphs arise in parallel processing in computers.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -693,15 +714,6 @@ Such graphs arise in parallel processing in computers.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.desargues_graph.html b/reference/generated/networkx.generators.small.desargues_graph.html
index 8663bd58..843e26ba 100644
--- a/reference/generated/networkx.generators.small.desargues_graph.html
+++ b/reference/generated/networkx.generators.small.desargues_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>desargues_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>desargues_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.desargues_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.desargues_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="diamond_graph" href="networkx.generators.small.diamond_graph.html" />
     <link rel="prev" title="cubical_graph" href="networkx.generators.small.cubical_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ as [5,-5,9,-9]^5 <a class="reference internal" href="#r536f09c2ef21-2" id="id2">
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ as [5,-5,9,-9]^5 <a class="reference internal" href="#r536f09c2ef21-2" id="id2">
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.small.diamond_graph.html b/reference/generated/networkx.generators.small.diamond_graph.html
index 5456ec38..2da7c78c 100644
--- a/reference/generated/networkx.generators.small.diamond_graph.html
+++ b/reference/generated/networkx.generators.small.diamond_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>diamond_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>diamond_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.diamond_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.diamond_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="dodecahedral_graph" href="networkx.generators.small.dodecahedral_graph.html" />
     <link rel="prev" title="desargues_graph" href="networkx.generators.small.desargues_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -669,6 +681,15 @@ It is also sometimes known as the double triangle graph or kite graph <a class="
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -690,15 +711,6 @@ It is also sometimes known as the double triangle graph or kite graph <a class="
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.dodecahedral_graph.html b/reference/generated/networkx.generators.small.dodecahedral_graph.html
index a0dbb6ba..7287e6ae 100644
--- a/reference/generated/networkx.generators.small.dodecahedral_graph.html
+++ b/reference/generated/networkx.generators.small.dodecahedral_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>dodecahedral_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dodecahedral_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.dodecahedral_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.dodecahedral_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="frucht_graph" href="networkx.generators.small.frucht_graph.html" />
     <link rel="prev" title="diamond_graph" href="networkx.generators.small.diamond_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ It can be described in LCF notation as:
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ It can be described in LCF notation as:
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.frucht_graph.html b/reference/generated/networkx.generators.small.frucht_graph.html
index ef4dcfdd..68624d14 100644
--- a/reference/generated/networkx.generators.small.frucht_graph.html
+++ b/reference/generated/networkx.generators.small.frucht_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>frucht_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>frucht_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.frucht_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.frucht_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="heawood_graph" href="networkx.generators.small.heawood_graph.html" />
     <link rel="prev" title="dodecahedral_graph" href="networkx.generators.small.dodecahedral_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ It is planar and Hamiltonian <a class="reference internal" href="#r647c8523432a-
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ It is planar and Hamiltonian <a class="reference internal" href="#r647c8523432a-
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.heawood_graph.html b/reference/generated/networkx.generators.small.heawood_graph.html
index ca4672a2..c195b418 100644
--- a/reference/generated/networkx.generators.small.heawood_graph.html
+++ b/reference/generated/networkx.generators.small.heawood_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>heawood_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>heawood_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.heawood_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.heawood_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="hoffman_singleton_graph" href="networkx.generators.small.hoffman_singleton_graph.html" />
     <link rel="prev" title="frucht_graph" href="networkx.generators.small.frucht_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -681,6 +693,15 @@ minimal number of vertices <a class="reference internal" href="#r0e71c64cef3f-3"
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -702,15 +723,6 @@ minimal number of vertices <a class="reference internal" href="#r0e71c64cef3f-3"
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.hoffman_singleton_graph.html b/reference/generated/networkx.generators.small.hoffman_singleton_graph.html
index 8db74c75..b86b3c82 100644
--- a/reference/generated/networkx.generators.small.hoffman_singleton_graph.html
+++ b/reference/generated/networkx.generators.small.hoffman_singleton_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>hoffman_singleton_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>hoffman_singleton_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.hoffman_singleton_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="house_graph" href="networkx.generators.small.house_graph.html" />
     <link rel="prev" title="heawood_graph" href="networkx.generators.small.heawood_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -679,6 +691,15 @@ and five pentagrams <span class="math notranslate nohighlight">\(Q_i\)</span> .
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -700,15 +721,6 @@ and five pentagrams <span class="math notranslate nohighlight">\(Q_i\)</span> .
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.small.house_graph.html b/reference/generated/networkx.generators.small.house_graph.html
index d6a4463f..6aab3057 100644
--- a/reference/generated/networkx.generators.small.house_graph.html
+++ b/reference/generated/networkx.generators.small.house_graph.html
@@ -6,7 +6,7 @@
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-    <title>house_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>house_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.house_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="house_x_graph" href="networkx.generators.small.house_x_graph.html" />
     <link rel="prev" title="hoffman_singleton_graph" href="networkx.generators.small.hoffman_singleton_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -669,6 +681,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -690,15 +711,6 @@
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.small.house_x_graph.html b/reference/generated/networkx.generators.small.house_x_graph.html
index fdc2d8eb..c79149a6 100644
--- a/reference/generated/networkx.generators.small.house_x_graph.html
+++ b/reference/generated/networkx.generators.small.house_x_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>house_x_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>house_x_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.house_x_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="icosahedral_graph" href="networkx.generators.small.icosahedral_graph.html" />
     <link rel="prev" title="house_graph" href="networkx.generators.small.house_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -670,6 +682,15 @@ obtained by removing two edges from the pentatope graph <a class="reference inte
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ obtained by removing two edges from the pentatope graph <a class="reference inte
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.small.icosahedral_graph.html b/reference/generated/networkx.generators.small.icosahedral_graph.html
index 58eba26e..582ec9df 100644
--- a/reference/generated/networkx.generators.small.icosahedral_graph.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>icosahedral_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>icosahedral_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.icosahedral_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.icosahedral_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="krackhardt_kite_graph" href="networkx.generators.small.krackhardt_kite_graph.html" />
     <link rel="prev" title="house_x_graph" href="networkx.generators.small.house_x_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -670,6 +682,15 @@ regular and Hamiltonian <a class="reference internal" href="#r569fa285d8d2-1" id
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ regular and Hamiltonian <a class="reference internal" href="#r569fa285d8d2-1" id
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
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diff --git a/reference/generated/networkx.generators.small.krackhardt_kite_graph.html b/reference/generated/networkx.generators.small.krackhardt_kite_graph.html
index 1901cb5c..94e91d19 100644
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-    <title>krackhardt_kite_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>krackhardt_kite_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.krackhardt_kite_graph';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="moebius_kantor_graph" href="networkx.generators.small.moebius_kantor_graph.html" />
     <link rel="prev" title="icosahedral_graph" href="networkx.generators.small.icosahedral_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -675,6 +687,15 @@ Cognition, and Power in Organizations”. Administrative Science Quarterly.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ Cognition, and Power in Organizations”. Administrative Science Quarterly.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.small.moebius_kantor_graph.html b/reference/generated/networkx.generators.small.moebius_kantor_graph.html
index 5de552b4..0f6b44d9 100644
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+++ b/reference/generated/networkx.generators.small.moebius_kantor_graph.html
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-    <title>moebius_kantor_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>moebius_kantor_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="octahedral_graph" href="networkx.generators.small.octahedral_graph.html" />
     <link rel="prev" title="krackhardt_kite_graph" href="networkx.generators.small.krackhardt_kite_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -670,6 +682,15 @@ Petersen graph <a class="reference internal" href="#r76a9799b473e-1" id="id1">[1
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ Petersen graph <a class="reference internal" href="#r76a9799b473e-1" id="id1">[1
 
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-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
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index 7741a727..7f64d456 100644
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-    <title>octahedral_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>octahedral_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="pappus_graph" href="networkx.generators.small.pappus_graph.html" />
     <link rel="prev" title="moebius_kantor_graph" href="networkx.generators.small.moebius_kantor_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -676,6 +688,15 @@ for this reason it is also called the cocktail party graph <a class="reference i
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -697,15 +718,6 @@ for this reason it is also called the cocktail party graph <a class="reference i
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.small.pappus_graph.html b/reference/generated/networkx.generators.small.pappus_graph.html
index 6a6ad119..6ef9ab14 100644
--- a/reference/generated/networkx.generators.small.pappus_graph.html
+++ b/reference/generated/networkx.generators.small.pappus_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>pappus_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>pappus_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.pappus_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="petersen_graph" href="networkx.generators.small.petersen_graph.html" />
     <link rel="prev" title="octahedral_graph" href="networkx.generators.small.octahedral_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -664,6 +676,15 @@ and 27 edges. It is Hamiltonian and can be represented in LCF notation as
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -685,15 +706,6 @@ and 27 edges. It is Hamiltonian and can be represented in LCF notation as
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.small.petersen_graph.html b/reference/generated/networkx.generators.small.petersen_graph.html
index 01aef6ce..9b52ed02 100644
--- a/reference/generated/networkx.generators.small.petersen_graph.html
+++ b/reference/generated/networkx.generators.small.petersen_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>petersen_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>petersen_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.petersen_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="sedgewick_maze_graph" href="networkx.generators.small.sedgewick_maze_graph.html" />
     <link rel="prev" title="pappus_graph" href="networkx.generators.small.pappus_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -675,6 +687,15 @@ has an edge colouring with three colours <a class="reference internal" href="#r4
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ has an edge colouring with three colours <a class="reference internal" href="#r4
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.generators.small.sedgewick_maze_graph.html b/reference/generated/networkx.generators.small.sedgewick_maze_graph.html
index fbe394f5..00e0f7b7 100644
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+++ b/reference/generated/networkx.generators.small.sedgewick_maze_graph.html
@@ -6,7 +6,7 @@
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-    <title>sedgewick_maze_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>sedgewick_maze_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="tetrahedral_graph" href="networkx.generators.small.tetrahedral_graph.html" />
     <link rel="prev" title="petersen_graph" href="networkx.generators.small.petersen_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -670,6 +682,15 @@ Nodes are numbered 0,..,7</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ Nodes are numbered 0,..,7</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
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 </div>
 
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diff --git a/reference/generated/networkx.generators.small.tetrahedral_graph.html b/reference/generated/networkx.generators.small.tetrahedral_graph.html
index ca7a16d3..cec1a6da 100644
--- a/reference/generated/networkx.generators.small.tetrahedral_graph.html
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@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>tetrahedral_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>tetrahedral_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.tetrahedral_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.tetrahedral_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="truncated_cube_graph" href="networkx.generators.small.truncated_cube_graph.html" />
     <link rel="prev" title="sedgewick_maze_graph" href="networkx.generators.small.sedgewick_maze_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -670,6 +682,15 @@ It is one of the 5 platonic graphs <a class="reference internal" href="#rb51c473
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ It is one of the 5 platonic graphs <a class="reference internal" href="#rb51c473
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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 </div>
 
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diff --git a/reference/generated/networkx.generators.small.truncated_cube_graph.html b/reference/generated/networkx.generators.small.truncated_cube_graph.html
index 6bbafe0b..95a713b4 100644
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@@ -6,7 +6,7 @@
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-    <title>truncated_cube_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>truncated_cube_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="truncated_tetrahedron_graph" href="networkx.generators.small.truncated_tetrahedron_graph.html" />
     <link rel="prev" title="tetrahedral_graph" href="networkx.generators.small.tetrahedral_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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@@ -675,6 +687,15 @@ of the cube one third of the way into each edge <a class="reference internal" hr
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -696,15 +717,6 @@ of the cube one third of the way into each edge <a class="reference internal" hr
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
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 </div>
 
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diff --git a/reference/generated/networkx.generators.small.truncated_tetrahedron_graph.html b/reference/generated/networkx.generators.small.truncated_tetrahedron_graph.html
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@@ -6,7 +6,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>truncated_tetrahedron_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>truncated_tetrahedron_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="tutte_graph" href="networkx.generators.small.tutte_graph.html" />
     <link rel="prev" title="truncated_cube_graph" href="networkx.generators.small.truncated_cube_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -670,6 +682,15 @@ all 4 vertices of a regular tetrahedron at one third of the original edge length
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -691,15 +712,6 @@ all 4 vertices of a regular tetrahedron at one third of the original edge length
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.small.tutte_graph.html b/reference/generated/networkx.generators.small.tutte_graph.html
index bfe2ae58..8ac46a40 100644
--- a/reference/generated/networkx.generators.small.tutte_graph.html
+++ b/reference/generated/networkx.generators.small.tutte_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>tutte_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>tutte_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.small.tutte_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.small.tutte_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="fast_gnp_random_graph" href="networkx.generators.random_graphs.fast_gnp_random_graph.html" />
     <link rel="prev" title="truncated_tetrahedron_graph" href="networkx.generators.small.truncated_tetrahedron_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -673,6 +685,15 @@ three of its vertices <a class="reference internal" href="#r075c9a57dabd-1" id="
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -694,15 +715,6 @@ three of its vertices <a class="reference internal" href="#r075c9a57dabd-1" id="
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.social.davis_southern_women_graph.html b/reference/generated/networkx.generators.social.davis_southern_women_graph.html
index 1b9199cb..d7d2736c 100644
--- a/reference/generated/networkx.generators.social.davis_southern_women_graph.html
+++ b/reference/generated/networkx.generators.social.davis_southern_women_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>davis_southern_women_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>davis_southern_women_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.social.davis_southern_women_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.social.davis_southern_women_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="florentine_families_graph" href="networkx.generators.social.florentine_families_graph.html" />
     <link rel="prev" title="karate_club_graph" href="networkx.generators.social.karate_club_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -655,6 +667,15 @@ University of Chicago Press, Chicago, IL.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -676,15 +697,6 @@ University of Chicago Press, Chicago, IL.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.social.florentine_families_graph.html b/reference/generated/networkx.generators.social.florentine_families_graph.html
index 67baacd2..cbac6086 100644
--- a/reference/generated/networkx.generators.social.florentine_families_graph.html
+++ b/reference/generated/networkx.generators.social.florentine_families_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>florentine_families_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>florentine_families_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.social.florentine_families_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.social.florentine_families_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="les_miserables_graph" href="networkx.generators.social.les_miserables_graph.html" />
     <link rel="prev" title="davis_southern_women_graph" href="networkx.generators.social.davis_southern_women_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -655,6 +667,15 @@ Social Networks, Volume 8, Issue 3, September 1986, Pages 215-256</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -676,15 +697,6 @@ Social Networks, Volume 8, Issue 3, September 1986, Pages 215-256</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.social.karate_club_graph.html b/reference/generated/networkx.generators.social.karate_club_graph.html
index a3ef0145..324c7928 100644
--- a/reference/generated/networkx.generators.social.karate_club_graph.html
+++ b/reference/generated/networkx.generators.social.karate_club_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>karate_club_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>karate_club_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.social.karate_club_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.social.karate_club_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="davis_southern_women_graph" href="networkx.generators.social.davis_southern_women_graph.html" />
     <link rel="prev" title="general_random_intersection_graph" href="networkx.generators.intersection.general_random_intersection_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -668,6 +680,15 @@ number of contexts in which that edge’s incident node members interacted.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -689,15 +710,6 @@ number of contexts in which that edge’s incident node members interacted.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.social.les_miserables_graph.html b/reference/generated/networkx.generators.social.les_miserables_graph.html
index 9252247e..352ad49e 100644
--- a/reference/generated/networkx.generators.social.les_miserables_graph.html
+++ b/reference/generated/networkx.generators.social.les_miserables_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>les_miserables_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>les_miserables_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.social.les_miserables_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.social.les_miserables_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="caveman_graph" href="networkx.generators.community.caveman_graph.html" />
     <link rel="prev" title="florentine_families_graph" href="networkx.generators.social.florentine_families_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -655,6 +667,15 @@ pp. 74-87. New York: AcM Press.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -676,15 +697,6 @@ pp. 74-87. New York: AcM Press.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.spectral_graph_forge.spectral_graph_forge.html b/reference/generated/networkx.generators.spectral_graph_forge.spectral_graph_forge.html
index 49882ca4..bc4b24a1 100644
--- a/reference/generated/networkx.generators.spectral_graph_forge.spectral_graph_forge.html
+++ b/reference/generated/networkx.generators.spectral_graph_forge.spectral_graph_forge.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>spectral_graph_forge &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>spectral_graph_forge &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.spectral_graph_forge.spectral_graph_forge';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.spectral_graph_forge.spectral_graph_forge.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_tree" href="networkx.generators.trees.random_tree.html" />
     <link rel="prev" title="windmill_graph" href="networkx.generators.community.windmill_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -719,6 +731,15 @@ Graph Generation Targeting Modularity”, IEEE Infocom, ‘18.
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -740,15 +761,6 @@ Graph Generation Targeting Modularity”, IEEE Infocom, ‘18.
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.stochastic.stochastic_graph.html b/reference/generated/networkx.generators.stochastic.stochastic_graph.html
index 5641af95..7e3c15d5 100644
--- a/reference/generated/networkx.generators.stochastic.stochastic_graph.html
+++ b/reference/generated/networkx.generators.stochastic.stochastic_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>stochastic_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>stochastic_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.stochastic.stochastic_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.stochastic.stochastic_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="random_internet_as_graph" href="networkx.generators.internet_as_graphs.random_internet_as_graph.html" />
     <link rel="prev" title="ego_graph" href="networkx.generators.ego.ego_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -667,6 +679,15 @@ has a weight, it must be a positive number.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -688,15 +709,6 @@ has a weight, it must be a positive number.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.sudoku.sudoku_graph.html b/reference/generated/networkx.generators.sudoku.sudoku_graph.html
index 75df1519..e28dbb9e 100644
--- a/reference/generated/networkx.generators.sudoku.sudoku_graph.html
+++ b/reference/generated/networkx.generators.sudoku.sudoku_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>sudoku_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>sudoku_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.sudoku.sudoku_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.sudoku.sudoku_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Linear algebra" href="../linalg.html" />
     <link rel="prev" title="interval_graph" href="networkx.generators.interval_graph.interval_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -697,6 +709,15 @@ Encyclopedia, 3 Dec. 2019. Web. 22 Dec. 2019.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -718,15 +739,6 @@ Encyclopedia, 3 Dec. 2019. Web. 22 Dec. 2019.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.trees.prefix_tree.html b/reference/generated/networkx.generators.trees.prefix_tree.html
index 9bd1c4f9..a997f4b1 100644
--- a/reference/generated/networkx.generators.trees.prefix_tree.html
+++ b/reference/generated/networkx.generators.trees.prefix_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>prefix_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>prefix_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.trees.prefix_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.trees.prefix_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="nonisomorphic_trees" href="networkx.generators.nonisomorphic_trees.nonisomorphic_trees.html" />
     <link rel="prev" title="random_tree" href="networkx.generators.trees.random_tree.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -724,6 +736,15 @@ traverse up the tree from the node <code class="xref py py-obj docutils literal
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -745,15 +766,6 @@ traverse up the tree from the node <code class="xref py py-obj docutils literal
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.trees.random_tree.html b/reference/generated/networkx.generators.trees.random_tree.html
index fa8850de..de8279c2 100644
--- a/reference/generated/networkx.generators.trees.random_tree.html
+++ b/reference/generated/networkx.generators.trees.random_tree.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>random_tree &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>random_tree &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.trees.random_tree';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.trees.random_tree.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="prefix_tree" href="networkx.generators.trees.prefix_tree.html" />
     <link rel="prev" title="spectral_graph_forge" href="networkx.generators.spectral_graph_forge.spectral_graph_forge.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -664,30 +676,30 @@ bijection between Prüfer sequences of length <em>n</em> - 2 and trees on
 all trees on <em>n</em> nodes.</p>
 <p class="rubric">Examples</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">tree</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">random_tree</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="nb">print</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">forest_str</span><span class="p">(</span><span class="n">tree</span><span class="p">,</span> <span class="n">sources</span><span class="o">=</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nx</span><span class="o">.</span><span class="n">write_network_text</span><span class="p">(</span><span class="n">tree</span><span class="p">,</span> <span class="n">sources</span><span class="o">=</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
 <span class="go">╙── 0</span>
 <span class="go">    ├── 3</span>
 <span class="go">    └── 4</span>
 <span class="go">        ├── 6</span>
-<span class="go">        │   ├── 1</span>
-<span class="go">        │   ├── 2</span>
-<span class="go">        │   └── 7</span>
-<span class="go">        │       └── 8</span>
-<span class="go">        │           └── 5</span>
+<span class="go">        │   ├── 1</span>
+<span class="go">        │   ├── 2</span>
+<span class="go">        │   └── 7</span>
+<span class="go">        │       └── 8</span>
+<span class="go">        │           └── 5</span>
 <span class="go">        └── 9</span>
 </pre></div>
 </div>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">tree</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">random_tree</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">seed</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">create_using</span><span class="o">=</span><span class="n">nx</span><span class="o">.</span><span class="n">DiGraph</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="nb">print</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">forest_str</span><span class="p">(</span><span class="n">tree</span><span class="p">))</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nx</span><span class="o">.</span><span class="n">write_network_text</span><span class="p">(</span><span class="n">tree</span><span class="p">)</span>
 <span class="go">╙── 0</span>
 <span class="go">    ├─╼ 3</span>
 <span class="go">    └─╼ 4</span>
 <span class="go">        ├─╼ 6</span>
-<span class="go">        │   ├─╼ 1</span>
-<span class="go">        │   ├─╼ 2</span>
-<span class="go">        │   └─╼ 7</span>
-<span class="go">        │       └─╼ 8</span>
-<span class="go">        │           └─╼ 5</span>
+<span class="go">        │   ├─╼ 1</span>
+<span class="go">        │   ├─╼ 2</span>
+<span class="go">        │   └─╼ 7</span>
+<span class="go">        │       └─╼ 8</span>
+<span class="go">        │           └─╼ 5</span>
 <span class="go">        └─╼ 9</span>
 </pre></div>
 </div>
@@ -708,6 +720,15 @@ all trees on <em>n</em> nodes.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -729,15 +750,6 @@ all trees on <em>n</em> nodes.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.generators.triads.triad_graph.html b/reference/generated/networkx.generators.triads.triad_graph.html
index 299ebd09..f939ef41 100644
--- a/reference/generated/networkx.generators.triads.triad_graph.html
+++ b/reference/generated/networkx.generators.triads.triad_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>triad_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>triad_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.generators.triads.triad_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.generators.triads.triad_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="is_valid_joint_degree" href="networkx.generators.joint_degree_seq.is_valid_joint_degree.html" />
     <link rel="prev" title="number_of_nonisomorphic_trees" href="networkx.generators.nonisomorphic_trees.number_of_nonisomorphic_trees.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -680,6 +692,15 @@ graph are the single-character strings ‘a’, ‘b’, and ‘c’.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -701,15 +722,6 @@ graph are the single-character strings ‘a’, ‘b’, and ‘c’.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
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 </div>
 
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diff --git a/reference/generated/networkx.linalg.algebraicconnectivity.algebraic_connectivity.html b/reference/generated/networkx.linalg.algebraicconnectivity.algebraic_connectivity.html
index d635498c..63b9d001 100644
--- a/reference/generated/networkx.linalg.algebraicconnectivity.algebraic_connectivity.html
+++ b/reference/generated/networkx.linalg.algebraicconnectivity.algebraic_connectivity.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>algebraic_connectivity &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>algebraic_connectivity &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.linalg.algebraicconnectivity.algebraic_connectivity';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.linalg.algebraicconnectivity.algebraic_connectivity.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="fiedler_vector" href="networkx.linalg.algebraicconnectivity.fiedler_vector.html" />
     <link rel="prev" title="bethe_hessian_matrix" href="networkx.linalg.bethehessianmatrix.bethe_hessian_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -607,6 +619,15 @@ weights of parallel edges are summed. Zero-weighted edges are ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -628,15 +649,6 @@ weights of parallel edges are summed. Zero-weighted edges are ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
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-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.linalg.algebraicconnectivity.fiedler_vector.html b/reference/generated/networkx.linalg.algebraicconnectivity.fiedler_vector.html
index b01427d7..40081530 100644
--- a/reference/generated/networkx.linalg.algebraicconnectivity.fiedler_vector.html
+++ b/reference/generated/networkx.linalg.algebraicconnectivity.fiedler_vector.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>fiedler_vector &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>fiedler_vector &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.linalg.algebraicconnectivity.fiedler_vector';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.linalg.algebraicconnectivity.fiedler_vector.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="spectral_ordering" href="networkx.linalg.algebraicconnectivity.spectral_ordering.html" />
     <link rel="prev" title="algebraic_connectivity" href="networkx.linalg.algebraicconnectivity.algebraic_connectivity.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -607,6 +619,15 @@ used to partition the graph into two components.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -628,15 +649,6 @@ used to partition the graph into two components.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
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-<div class="toc-item">
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diff --git a/reference/generated/networkx.linalg.algebraicconnectivity.spectral_ordering.html b/reference/generated/networkx.linalg.algebraicconnectivity.spectral_ordering.html
index 7224911b..41e02a45 100644
--- a/reference/generated/networkx.linalg.algebraicconnectivity.spectral_ordering.html
+++ b/reference/generated/networkx.linalg.algebraicconnectivity.spectral_ordering.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>spectral_ordering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>spectral_ordering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.linalg.algebraicconnectivity.spectral_ordering';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.linalg.algebraicconnectivity.spectral_ordering.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="attr_matrix" href="networkx.linalg.attrmatrix.attr_matrix.html" />
     <link rel="prev" title="fiedler_vector" href="networkx.linalg.algebraicconnectivity.fiedler_vector.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
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+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -595,6 +607,15 @@ weights of parallel edges are summed. Zero-weighted edges are ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -616,15 +637,6 @@ weights of parallel edges are summed. Zero-weighted edges are ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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 </div>
 
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diff --git a/reference/generated/networkx.linalg.attrmatrix.attr_matrix.html b/reference/generated/networkx.linalg.attrmatrix.attr_matrix.html
index 965dc085..1d6a754a 100644
--- a/reference/generated/networkx.linalg.attrmatrix.attr_matrix.html
+++ b/reference/generated/networkx.linalg.attrmatrix.attr_matrix.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>attr_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>attr_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.linalg.attrmatrix.attr_matrix';</script>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
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     <link rel="prev" title="spectral_ordering" href="networkx.linalg.algebraicconnectivity.spectral_ordering.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
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+
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@@ -247,7 +259,7 @@
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@@ -410,7 +422,7 @@
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@@ -642,6 +654,15 @@ Pr( v is blue | u is blue) = 0</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
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+</form>
+</div>
+
+<div class="toc-item">
+  
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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+  
 <div class="tocsection onthispage">
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-  
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
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+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -615,15 +636,6 @@ arXiv:1507.00827, 2015.</p>
 
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-    <title>adjacency_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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     <link rel="prev" title="Linear algebra" href="../linalg.html" />
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+  defer
+  data-domain="networkx.org"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -586,6 +598,15 @@ resulting SciPy sparse array can be modified as follows:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -607,15 +628,6 @@ resulting SciPy sparse array can be modified as follows:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
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-
-<div class="toc-item">
-  
-</div>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -578,6 +590,15 @@ applied mathematics” <a class="reference internal" href="#rc00baef831a0-1" id=
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -599,15 +620,6 @@ applied mathematics” <a class="reference internal" href="#rc00baef831a0-1" id=
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-    <title>directed_combinatorial_laplacian_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -583,6 +595,15 @@ Annals of Combinatorics, 9(1), 2005</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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 </div>
@@ -604,15 +625,6 @@ Annals of Combinatorics, 9(1), 2005</p>
 
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-    <title>directed_laplacian_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
       <span class="caret"></span>
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ Annals of Combinatorics, 9(1), 2005</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ Annals of Combinatorics, 9(1), 2005</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
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-    <title>laplacian_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>laplacian_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="prev" title="incidence_matrix" href="networkx.linalg.graphmatrix.incidence_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -577,6 +589,15 @@ matrix for each component.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -598,15 +619,6 @@ matrix for each component.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.linalg.laplacianmatrix.normalized_laplacian_matrix.html b/reference/generated/networkx.linalg.laplacianmatrix.normalized_laplacian_matrix.html
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-    <title>normalized_laplacian_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>normalized_laplacian_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="laplacian_matrix" href="networkx.linalg.laplacianmatrix.laplacian_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -584,6 +596,15 @@ March 2007.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -605,15 +626,6 @@ March 2007.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.linalg.modularitymatrix.directed_modularity_matrix.html b/reference/generated/networkx.linalg.modularitymatrix.directed_modularity_matrix.html
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     <meta charset="utf-8" />
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-    <title>directed_modularity_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>directed_modularity_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="modularity_matrix" href="networkx.linalg.modularitymatrix.modularity_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -604,6 +616,15 @@ Phys. Rev Lett., vol. 100, no. 11, p. 118703, 2008.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -625,15 +646,6 @@ Phys. Rev Lett., vol. 100, no. 11, p. 118703, 2008.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
-</div>
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 </div>
 
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diff --git a/reference/generated/networkx.linalg.modularitymatrix.modularity_matrix.html b/reference/generated/networkx.linalg.modularitymatrix.modularity_matrix.html
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@@ -6,7 +6,7 @@
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-    <title>modularity_matrix &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>modularity_matrix &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="directed_modularity_matrix" href="networkx.linalg.modularitymatrix.directed_modularity_matrix.html" />
     <link rel="prev" title="attr_sparse_matrix" href="networkx.linalg.attrmatrix.attr_sparse_matrix.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -585,6 +597,15 @@ Proc. Natl. Acad. Sci. USA, vol. 103, pp. 8577-8582, 2006.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -606,15 +627,6 @@ Proc. Natl. Acad. Sci. USA, vol. 103, pp. 8577-8582, 2006.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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diff --git a/reference/generated/networkx.linalg.spectrum.adjacency_spectrum.html b/reference/generated/networkx.linalg.spectrum.adjacency_spectrum.html
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--- a/reference/generated/networkx.linalg.spectrum.adjacency_spectrum.html
+++ b/reference/generated/networkx.linalg.spectrum.adjacency_spectrum.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>adjacency_spectrum &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>adjacency_spectrum &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="laplacian_spectrum" href="networkx.linalg.spectrum.laplacian_spectrum.html" />
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -558,6 +570,15 @@ See to_numpy_array for other options.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -579,15 +600,6 @@ See to_numpy_array for other options.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
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-  
 </div>
 
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-    <title>bethe_hessian_spectrum &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>bethe_hessian_spectrum &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="laplacian_spectrum" href="networkx.linalg.spectrum.laplacian_spectrum.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
       id="dLabelMore"
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -563,6 +575,15 @@ Advances in Neural Information Processing Systems. 2014.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -584,15 +605,6 @@ Advances in Neural Information Processing Systems. 2014.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.linalg.spectrum.laplacian_spectrum.html b/reference/generated/networkx.linalg.spectrum.laplacian_spectrum.html
index a1a9ba3b..7f54cf6c 100644
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-    <title>laplacian_spectrum &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>laplacian_spectrum &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="bethe_hessian_spectrum" href="networkx.linalg.spectrum.bethe_hessian_spectrum.html" />
     <link rel="prev" title="adjacency_spectrum" href="networkx.linalg.spectrum.adjacency_spectrum.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -568,6 +580,15 @@ to the number of connected components of G.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -589,15 +610,6 @@ to the number of connected components of G.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.linalg.spectrum.modularity_spectrum.html b/reference/generated/networkx.linalg.spectrum.modularity_spectrum.html
index 8b6aadfb..e098ec05 100644
--- a/reference/generated/networkx.linalg.spectrum.modularity_spectrum.html
+++ b/reference/generated/networkx.linalg.spectrum.modularity_spectrum.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
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-    <title>modularity_spectrum &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>modularity_spectrum &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Converting to and from other data formats" href="../convert.html" />
     <link rel="prev" title="normalized_laplacian_spectrum" href="networkx.linalg.spectrum.normalized_laplacian_spectrum.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -560,6 +572,15 @@ Proc. Natl. Acad. Sci. USA, vol. 103, pp. 8577-8582, 2006.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -581,15 +602,6 @@ Proc. Natl. Acad. Sci. USA, vol. 103, pp. 8577-8582, 2006.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.linalg.spectrum.normalized_laplacian_spectrum.html b/reference/generated/networkx.linalg.spectrum.normalized_laplacian_spectrum.html
index 0e01153e..e360f248 100644
--- a/reference/generated/networkx.linalg.spectrum.normalized_laplacian_spectrum.html
+++ b/reference/generated/networkx.linalg.spectrum.normalized_laplacian_spectrum.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>normalized_laplacian_spectrum &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>normalized_laplacian_spectrum &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.linalg.spectrum.normalized_laplacian_spectrum';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.linalg.spectrum.normalized_laplacian_spectrum.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="modularity_spectrum" href="networkx.linalg.spectrum.modularity_spectrum.html" />
     <link rel="prev" title="bethe_hessian_spectrum" href="networkx.linalg.spectrum.bethe_hessian_spectrum.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -558,6 +570,15 @@ See to_numpy_array for other options.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -579,15 +600,6 @@ See to_numpy_array for other options.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.relabel.convert_node_labels_to_integers.html b/reference/generated/networkx.relabel.convert_node_labels_to_integers.html
index afef2bcf..f5feb46f 100644
--- a/reference/generated/networkx.relabel.convert_node_labels_to_integers.html
+++ b/reference/generated/networkx.relabel.convert_node_labels_to_integers.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>convert_node_labels_to_integers &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>convert_node_labels_to_integers &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="relabel_nodes" href="networkx.relabel.relabel_nodes.html" />
     <link rel="prev" title="Relabeling nodes" href="../relabel.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -546,6 +558,15 @@ Use the <code class="xref py py-obj docutils literal notranslate"><span class="p
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -567,15 +588,6 @@ Use the <code class="xref py py-obj docutils literal notranslate"><span class="p
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/generated/networkx.relabel.relabel_nodes.html b/reference/generated/networkx.relabel.relabel_nodes.html
index 61904fe8..b0c612fb 100644
--- a/reference/generated/networkx.relabel.relabel_nodes.html
+++ b/reference/generated/networkx.relabel.relabel_nodes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>relabel_nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>relabel_nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/generated/networkx.relabel.relabel_nodes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/generated/networkx.relabel.relabel_nodes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Reading and writing graphs" href="../readwrite/index.html" />
     <link rel="prev" title="convert_node_labels_to_integers" href="networkx.relabel.convert_node_labels_to_integers.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+  <meta name="docsearch:language" content="en"> 
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+  
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-    <title>nodes_or_number &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
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+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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-    <title>not_implemented_for &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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-    <title>np_random_state &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="nodes_or_number" href="networkx.utils.decorators.nodes_or_number.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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-    <title>open_file &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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@@ -607,6 +619,15 @@ When we exit the function, fobj will be closed, if it should be, by the decorato
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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@@ -591,6 +603,15 @@ instance that mimics basic methods of random.Random.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -612,15 +633,6 @@ instance that mimics basic methods of random.Random.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
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-  
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diff --git a/reference/generated/networkx.utils.mapped_queue.MappedQueue.html b/reference/generated/networkx.utils.mapped_queue.MappedQueue.html
index c6686bdd..b6111126 100644
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-    <title>networkx.utils.mapped_queue.MappedQueue &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>networkx.utils.mapped_queue.MappedQueue &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../search.html" />
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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@@ -626,6 +638,15 @@ to be the sort order of the items in the list.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -658,15 +679,6 @@ to be the sort order of the items in the list.</p>
 
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-</div>
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-</div>
-
-<div class="toc-item">
-  
 </div>
 
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diff --git a/reference/generated/networkx.utils.misc.arbitrary_element.html b/reference/generated/networkx.utils.misc.arbitrary_element.html
index b07989e8..25a2c92a 100644
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-    <title>arbitrary_element &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>arbitrary_element &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="flatten" href="networkx.utils.misc.flatten.html" />
     <link rel="prev" title="Utilities" href="../utils.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
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+      v3.1rc1.dev0
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -601,6 +613,15 @@ ordered, sequential calls will return the same value:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -622,15 +643,6 @@ ordered, sequential calls will return the same value:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
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-  
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diff --git a/reference/generated/networkx.utils.misc.create_py_random_state.html b/reference/generated/networkx.utils.misc.create_py_random_state.html
index 718f8725..b4abbfbc 100644
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-    <title>create_py_random_state &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>create_py_random_state &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="create_random_state" href="networkx.utils.misc.create_random_state.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
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     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -556,6 +568,15 @@ if a PythonRandomInterface instance, return it</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -577,15 +598,6 @@ if a PythonRandomInterface instance, return it</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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 </div>
 
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diff --git a/reference/generated/networkx.utils.misc.create_random_state.html b/reference/generated/networkx.utils.misc.create_random_state.html
index 21b33690..5888388c 100644
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@@ -6,7 +6,7 @@
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-    <title>create_random_state &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>create_random_state &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="create_py_random_state" href="networkx.utils.misc.create_py_random_state.html" />
     <link rel="prev" title="groups" href="networkx.utils.misc.groups.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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@@ -410,7 +422,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -553,6 +565,15 @@ by numpy.random.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -574,15 +595,6 @@ by numpy.random.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
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-  
 </div>
 
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diff --git a/reference/generated/networkx.utils.misc.dict_to_numpy_array.html b/reference/generated/networkx.utils.misc.dict_to_numpy_array.html
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-    <title>dict_to_numpy_array &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>dict_to_numpy_array &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="pairwise" href="networkx.utils.misc.pairwise.html" />
     <link rel="prev" title="make_list_of_ints" href="networkx.utils.misc.make_list_of_ints.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
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+      v3.1rc1.dev0
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     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -541,6 +553,15 @@ with optional mapping.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -562,15 +583,6 @@ with optional mapping.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
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 </div>
 
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diff --git a/reference/generated/networkx.utils.misc.edges_equal.html b/reference/generated/networkx.utils.misc.edges_equal.html
index ba596990..7392c176 100644
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-    <title>edges_equal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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-    <title>flatten &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+  <meta name="docsearch:language" content="en"> 
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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 <div class="tocsection onthispage">
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-    <title>graphs_equal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="prev" title="edges_equal" href="networkx.utils.misc.edges_equal.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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@@ -555,6 +567,15 @@ Node, edge and graph data must match.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -576,15 +597,6 @@ Node, edge and graph data must match.</p>
 
 <div class="toc-item">
   
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diff --git a/reference/generated/networkx.utils.misc.groups.html b/reference/generated/networkx.utils.misc.groups.html
index 2931adee..43e5064f 100644
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-    <title>groups &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>groups &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
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     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="pairwise" href="networkx.utils.misc.pairwise.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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 <div class="toc-item">
   
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-    <title>make_list_of_ints &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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     <link rel="prev" title="flatten" href="networkx.utils.misc.flatten.html" />
+<script
+  defer
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
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-    <title>nodes_equal &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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 <div class="toc-item">
   
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
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+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-    <title>cumulative_distribution &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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-    <title>discrete_sequence &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
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+  data-domain="networkx.org"
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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 <div class="tocsection onthispage">
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+  
 <div class="tocsection onthispage">
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+
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+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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-    <title>zipf_rv &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
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+  
 <div class="tocsection onthispage">
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-    <title>cuthill_mckee_ordering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cuthill_mckee_ordering &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
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+  <meta name="docsearch:language" content="en"> 
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 </form>
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+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+  
 <div class="tocsection onthispage">
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-    <title>reverse_cuthill_mckee_ordering &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
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+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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-    <title>UnionFind.union &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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     <link rel="search" title="Search" href="../../search.html" />
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     <link rel="prev" title="graphs_equal" href="networkx.utils.misc.graphs_equal.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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 </form>
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+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
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+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
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diff --git a/reference/generators.html b/reference/generators.html
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-    <title>Graph generators &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -248,7 +260,7 @@
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 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
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 <div class="toc-item">
   
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diff --git a/reference/glossary.html b/reference/glossary.html
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-    <title>Glossary &#8212; NetworkX 3.0rc2.dev0 documentation</title>
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-          title="Search within NetworkX 3.0rc2.dev0 documentation"
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+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
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-  <meta name="docsearch:language" content="en">
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 </form>
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
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+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -533,11 +545,11 @@ specified node <code class="xref py py-obj docutils literal notranslate"><span c
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/index.html b/reference/index.html
index 2367a55c..5d980ed0 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Reference &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Reference &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Introduction" href="introduction.html" />
     <link rel="prev" title="Tutorial" href="../tutorial.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -493,10 +505,10 @@
 <blockquote>
 <div><dl class="field-list simple">
 <dt class="field-odd">Release<span class="colon">:</span></dt>
-<dd class="field-odd"><p>3.0rc2.dev0</p>
+<dd class="field-odd"><p>3.1rc1.dev0</p>
 </dd>
 <dt class="field-even">Date<span class="colon">:</span></dt>
-<dd class="field-even"><p>Jan 04, 2023</p>
+<dd class="field-even"><p>Feb 23, 2023</p>
 </dd>
 </dl>
 </div></blockquote>
@@ -668,6 +680,7 @@
 <li class="toctree-l2"><a class="reference internal" href="readwrite/sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="readwrite/pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="readwrite/matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="readwrite/text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="drawing.html">Drawing</a><ul>
@@ -723,11 +736,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/introduction-7.hires.png b/reference/introduction-7.hires.png
index 878d8984..5d8750f1 100644
--- a/reference/introduction-7.hires.png
+++ b/reference/introduction-7.hires.png
diff --git a/reference/introduction-7.pdf b/reference/introduction-7.pdf
index 492344b1..3f99a2c6 100644
--- a/reference/introduction-7.pdf
+++ b/reference/introduction-7.pdf
diff --git a/reference/introduction-7.png b/reference/introduction-7.png
index 0891f7fe..8f0ac528 100644
--- a/reference/introduction-7.png
+++ b/reference/introduction-7.png
diff --git a/reference/introduction.html b/reference/introduction.html
index f5f1534b..b3fe2cb3 100644
--- a/reference/introduction.html
+++ b/reference/introduction.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Introduction &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Introduction &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/introduction';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/introduction.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Graph types" href="classes/index.html" />
     <link rel="prev" title="Reference" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -807,6 +819,15 @@ and edges. So <code class="docutils literal notranslate"><span class="pre">G[u][
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -861,15 +882,6 @@ and edges. So <code class="docutils literal notranslate"><span class="pre">G[u][
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/introduction.ipynb b/reference/introduction.ipynb
index 92d06d3c..9eb98503 100644
--- a/reference/introduction.ipynb
+++ b/reference/introduction.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6bcc213e",
+   "id": "1d4511a9",
    "metadata": {},
    "source": [
     "## Introduction\n",
@@ -34,7 +34,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f3e7eb3b",
+   "id": "ce2d887e",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -43,7 +43,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0f401fa9",
+   "id": "9f64341f",
    "metadata": {},
    "source": [
     "To save repetition, in the documentation we assume that\n",
@@ -82,7 +82,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9569f602",
+   "id": "41a6d1a4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -94,7 +94,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d8278fdf",
+   "id": "823ac6c3",
    "metadata": {},
    "source": [
     "All graph classes allow any [hashable](https://docs.python.org/3/glossary.html#term-hashable) object as a node.\n",
@@ -193,7 +193,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "32835ff7",
+   "id": "06a5fe88",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -205,7 +205,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0f0a1321",
+   "id": "84b2c0f9",
    "metadata": {},
    "source": [
     "Edge attributes can be anything:"
@@ -214,7 +214,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "6a0f1dea",
+   "id": "05755dba",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -225,7 +225,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4ab56196",
+   "id": "26d67320",
    "metadata": {},
    "source": [
     "You can add many edges at one time:"
@@ -234,7 +234,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "63c4dd31",
+   "id": "a308ce23",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -246,7 +246,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a995335c",
+   "id": "3fd1985e",
    "metadata": {},
    "source": [
     "See the Tutorial for more examples.\n",
@@ -311,7 +311,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "cd32082f",
+   "id": "a7a29dfb",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -323,7 +323,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "75b1bc51",
+   "id": "43ed8e28",
    "metadata": {},
    "source": [
     "# Drawing\n",
@@ -344,7 +344,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "884a0ace",
+   "id": "2ef83563",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -358,7 +358,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "92e36b92",
+   "id": "516d065f",
    "metadata": {},
    "source": [
     "See the examples for more ideas.\n",
@@ -398,7 +398,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c2642a0b",
+   "id": "24f67a10",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -410,7 +410,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0fa58dcf",
+   "id": "fcf9bd4e",
    "metadata": {},
    "source": [
     "The data structure gets morphed slightly for each base graph class.\n",
@@ -428,7 +428,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "00336d72",
+   "id": "16d2dc5c",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/reference/introduction_full.ipynb b/reference/introduction_full.ipynb
index bb57fce2..fcbe9948 100644
--- a/reference/introduction_full.ipynb
+++ b/reference/introduction_full.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "6bcc213e",
+   "id": "1d4511a9",
    "metadata": {},
    "source": [
     "## Introduction\n",
@@ -34,13 +34,13 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "f3e7eb3b",
+   "id": "ce2d887e",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:09.673336Z",
-     "iopub.status.busy": "2023-01-04T19:40:09.672876Z",
-     "iopub.status.idle": "2023-01-04T19:40:09.748014Z",
-     "shell.execute_reply": "2023-01-04T19:40:09.747254Z"
+     "iopub.execute_input": "2023-02-23T15:29:13.145901Z",
+     "iopub.status.busy": "2023-02-23T15:29:13.145407Z",
+     "iopub.status.idle": "2023-02-23T15:29:13.246506Z",
+     "shell.execute_reply": "2023-02-23T15:29:13.245498Z"
     }
    },
    "outputs": [],
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0f401fa9",
+   "id": "9f64341f",
    "metadata": {},
    "source": [
     "To save repetition, in the documentation we assume that\n",
@@ -89,13 +89,13 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "9569f602",
+   "id": "41a6d1a4",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:09.752421Z",
-     "iopub.status.busy": "2023-01-04T19:40:09.751885Z",
-     "iopub.status.idle": "2023-01-04T19:40:09.755765Z",
-     "shell.execute_reply": "2023-01-04T19:40:09.755075Z"
+     "iopub.execute_input": "2023-02-23T15:29:13.250613Z",
+     "iopub.status.busy": "2023-02-23T15:29:13.250334Z",
+     "iopub.status.idle": "2023-02-23T15:29:13.256861Z",
+     "shell.execute_reply": "2023-02-23T15:29:13.255738Z"
     }
    },
    "outputs": [],
@@ -108,7 +108,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d8278fdf",
+   "id": "823ac6c3",
    "metadata": {},
    "source": [
     "All graph classes allow any [hashable](https://docs.python.org/3/glossary.html#term-hashable) object as a node.\n",
@@ -207,13 +207,13 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "32835ff7",
+   "id": "06a5fe88",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:09.759096Z",
-     "iopub.status.busy": "2023-01-04T19:40:09.758849Z",
-     "iopub.status.idle": "2023-01-04T19:40:09.762780Z",
-     "shell.execute_reply": "2023-01-04T19:40:09.762108Z"
+     "iopub.execute_input": "2023-02-23T15:29:13.259997Z",
+     "iopub.status.busy": "2023-02-23T15:29:13.259724Z",
+     "iopub.status.idle": "2023-02-23T15:29:13.264378Z",
+     "shell.execute_reply": "2023-02-23T15:29:13.263466Z"
     }
    },
    "outputs": [],
@@ -226,7 +226,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0f0a1321",
+   "id": "84b2c0f9",
    "metadata": {},
    "source": [
     "Edge attributes can be anything:"
@@ -235,13 +235,13 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "6a0f1dea",
+   "id": "05755dba",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:09.766078Z",
-     "iopub.status.busy": "2023-01-04T19:40:09.765835Z",
-     "iopub.status.idle": "2023-01-04T19:40:09.769330Z",
-     "shell.execute_reply": "2023-01-04T19:40:09.768667Z"
+     "iopub.execute_input": "2023-02-23T15:29:13.267748Z",
+     "iopub.status.busy": "2023-02-23T15:29:13.267471Z",
+     "iopub.status.idle": "2023-02-23T15:29:13.271893Z",
+     "shell.execute_reply": "2023-02-23T15:29:13.271012Z"
     }
    },
    "outputs": [],
@@ -253,7 +253,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4ab56196",
+   "id": "26d67320",
    "metadata": {},
    "source": [
     "You can add many edges at one time:"
@@ -262,13 +262,13 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "63c4dd31",
+   "id": "a308ce23",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:09.772705Z",
-     "iopub.status.busy": "2023-01-04T19:40:09.772472Z",
-     "iopub.status.idle": "2023-01-04T19:40:09.778016Z",
-     "shell.execute_reply": "2023-01-04T19:40:09.777433Z"
+     "iopub.execute_input": "2023-02-23T15:29:13.275717Z",
+     "iopub.status.busy": "2023-02-23T15:29:13.275425Z",
+     "iopub.status.idle": "2023-02-23T15:29:13.280660Z",
+     "shell.execute_reply": "2023-02-23T15:29:13.279757Z"
     }
    },
    "outputs": [],
@@ -281,7 +281,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a995335c",
+   "id": "3fd1985e",
    "metadata": {},
    "source": [
     "See the Tutorial for more examples.\n",
@@ -346,13 +346,13 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "cd32082f",
+   "id": "a7a29dfb",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:09.780952Z",
-     "iopub.status.busy": "2023-01-04T19:40:09.780731Z",
-     "iopub.status.idle": "2023-01-04T19:40:09.785121Z",
-     "shell.execute_reply": "2023-01-04T19:40:09.784477Z"
+     "iopub.execute_input": "2023-02-23T15:29:13.284341Z",
+     "iopub.status.busy": "2023-02-23T15:29:13.283850Z",
+     "iopub.status.idle": "2023-02-23T15:29:13.289842Z",
+     "shell.execute_reply": "2023-02-23T15:29:13.288950Z"
     }
    },
    "outputs": [
@@ -373,7 +373,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "75b1bc51",
+   "id": "43ed8e28",
    "metadata": {},
    "source": [
     "# Drawing\n",
@@ -394,19 +394,19 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "884a0ace",
+   "id": "2ef83563",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:09.789919Z",
-     "iopub.status.busy": "2023-01-04T19:40:09.789687Z",
-     "iopub.status.idle": "2023-01-04T19:40:10.389535Z",
-     "shell.execute_reply": "2023-01-04T19:40:10.387305Z"
+     "iopub.execute_input": "2023-02-23T15:29:13.295075Z",
+     "iopub.status.busy": "2023-02-23T15:29:13.294770Z",
+     "iopub.status.idle": "2023-02-23T15:29:14.129409Z",
+     "shell.execute_reply": "2023-02-23T15:29:14.128417Z"
     }
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 640x480 with 2 Axes>"
       ]
@@ -426,7 +426,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "92e36b92",
+   "id": "516d065f",
    "metadata": {},
    "source": [
     "See the examples for more ideas.\n",
@@ -466,13 +466,13 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "id": "c2642a0b",
+   "id": "24f67a10",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:10.393348Z",
-     "iopub.status.busy": "2023-01-04T19:40:10.392933Z",
-     "iopub.status.idle": "2023-01-04T19:40:10.397160Z",
-     "shell.execute_reply": "2023-01-04T19:40:10.396494Z"
+     "iopub.execute_input": "2023-02-23T15:29:14.133316Z",
+     "iopub.status.busy": "2023-02-23T15:29:14.132855Z",
+     "iopub.status.idle": "2023-02-23T15:29:14.141327Z",
+     "shell.execute_reply": "2023-02-23T15:29:14.140224Z"
     }
    },
    "outputs": [
@@ -493,7 +493,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0fa58dcf",
+   "id": "fcf9bd4e",
    "metadata": {},
    "source": [
     "The data structure gets morphed slightly for each base graph class.\n",
@@ -511,13 +511,13 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "00336d72",
+   "id": "16d2dc5c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:10.401628Z",
-     "iopub.status.busy": "2023-01-04T19:40:10.401366Z",
-     "iopub.status.idle": "2023-01-04T19:40:10.405820Z",
-     "shell.execute_reply": "2023-01-04T19:40:10.405091Z"
+     "iopub.execute_input": "2023-02-23T15:29:14.147668Z",
+     "iopub.status.busy": "2023-02-23T15:29:14.147347Z",
+     "iopub.status.idle": "2023-02-23T15:29:14.155326Z",
+     "shell.execute_reply": "2023-02-23T15:29:14.154402Z"
     }
    },
    "outputs": [
diff --git a/reference/linalg.html b/reference/linalg.html
index e4edc260..c1623f7b 100644
--- a/reference/linalg.html
+++ b/reference/linalg.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Linear algebra &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Linear algebra &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/linalg';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/linalg.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="adjacency_matrix" href="generated/networkx.linalg.graphmatrix.adjacency_matrix.html" />
     <link rel="prev" title="sudoku_graph" href="generated/networkx.generators.sudoku.sudoku_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -639,6 +651,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -686,15 +707,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/randomness.html b/reference/randomness.html
index 70705e83..3ab9470c 100644
--- a/reference/randomness.html
+++ b/reference/randomness.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Randomness &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Randomness &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/randomness';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/randomness.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Exceptions" href="exceptions.html" />
     <link rel="prev" title="write_latex" href="generated/networkx.drawing.nx_latex.write_latex.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -578,11 +590,11 @@ your computations.</p>
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/readwrite/adjlist.html b/reference/readwrite/adjlist.html
index 216e50bf..79e9e86c 100644
--- a/reference/readwrite/adjlist.html
+++ b/reference/readwrite/adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Adjacency List &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Adjacency List &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_adjlist" href="generated/networkx.readwrite.adjlist.read_adjlist.html" />
     <link rel="prev" title="Reading and writing graphs" href="index.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -551,6 +564,15 @@ adjacency list (anything following the # in a line is a comment):</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -568,15 +590,6 @@ adjacency list (anything following the # in a line is a comment):</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/edgelist.html b/reference/readwrite/edgelist.html
index a08cb901..36865f49 100644
--- a/reference/readwrite/edgelist.html
+++ b/reference/readwrite/edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Edge List &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Edge List &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_edgelist" href="generated/networkx.readwrite.edgelist.read_edgelist.html" />
     <link rel="prev" title="generate_multiline_adjlist" href="generated/networkx.readwrite.multiline_adjlist.generate_multiline_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -562,6 +575,15 @@ self-loop edge.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -579,15 +601,6 @@ self-loop edge.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.adjlist.generate_adjlist.html b/reference/readwrite/generated/networkx.readwrite.adjlist.generate_adjlist.html
index c47cf530..db3b0c62 100644
--- a/reference/readwrite/generated/networkx.readwrite.adjlist.generate_adjlist.html
+++ b/reference/readwrite/generated/networkx.readwrite.adjlist.generate_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.adjlist.generate_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.adjlist.generate_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Multiline Adjacency List" href="../multiline_adjlist.html" />
     <link rel="prev" title="parse_adjlist" href="networkx.readwrite.adjlist.parse_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -563,6 +576,15 @@ valid in node names.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -584,15 +606,6 @@ valid in node names.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.adjlist.parse_adjlist.html b/reference/readwrite/generated/networkx.readwrite.adjlist.parse_adjlist.html
index 78f59151..c40c2a38 100644
--- a/reference/readwrite/generated/networkx.readwrite.adjlist.parse_adjlist.html
+++ b/reference/readwrite/generated/networkx.readwrite.adjlist.parse_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>parse_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>parse_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.adjlist.parse_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.adjlist.parse_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generate_adjlist" href="networkx.readwrite.adjlist.generate_adjlist.html" />
     <link rel="prev" title="write_adjlist" href="networkx.readwrite.adjlist.write_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -563,6 +576,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -584,15 +606,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.adjlist.read_adjlist.html b/reference/readwrite/generated/networkx.readwrite.adjlist.read_adjlist.html
index b82193bc..ec89dc8b 100644
--- a/reference/readwrite/generated/networkx.readwrite.adjlist.read_adjlist.html
+++ b/reference/readwrite/generated/networkx.readwrite.adjlist.read_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.adjlist.read_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.adjlist.read_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_adjlist" href="networkx.readwrite.adjlist.write_adjlist.html" />
     <link rel="prev" title="Adjacency List" href="../adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -586,6 +599,15 @@ To read the data as a directed graph use</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -607,15 +629,6 @@ To read the data as a directed graph use</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.adjlist.write_adjlist.html b/reference/readwrite/generated/networkx.readwrite.adjlist.write_adjlist.html
index 93fdc780..0ee6c998 100644
--- a/reference/readwrite/generated/networkx.readwrite.adjlist.write_adjlist.html
+++ b/reference/readwrite/generated/networkx.readwrite.adjlist.write_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.adjlist.write_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.adjlist.write_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="parse_adjlist" href="networkx.readwrite.adjlist.parse_adjlist.html" />
     <link rel="prev" title="read_adjlist" href="networkx.readwrite.adjlist.read_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -563,6 +576,15 @@ filehandle is provided, it has to be opened in ‘wb’ mode.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -584,15 +606,6 @@ filehandle is provided, it has to be opened in ‘wb’ mode.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.edgelist.generate_edgelist.html b/reference/readwrite/generated/networkx.readwrite.edgelist.generate_edgelist.html
index dc97b75a..03e990db 100644
--- a/reference/readwrite/generated/networkx.readwrite.edgelist.generate_edgelist.html
+++ b/reference/readwrite/generated/networkx.readwrite.edgelist.generate_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.edgelist.generate_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.edgelist.generate_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="parse_edgelist" href="networkx.readwrite.edgelist.parse_edgelist.html" />
     <link rel="prev" title="write_weighted_edgelist" href="networkx.readwrite.edgelist.write_weighted_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -592,6 +605,15 @@ values corresponding to the keys.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +635,6 @@ values corresponding to the keys.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.edgelist.parse_edgelist.html b/reference/readwrite/generated/networkx.readwrite.edgelist.parse_edgelist.html
index 2fa22d70..ea261c1f 100644
--- a/reference/readwrite/generated/networkx.readwrite.edgelist.parse_edgelist.html
+++ b/reference/readwrite/generated/networkx.readwrite.edgelist.parse_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>parse_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>parse_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.edgelist.parse_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.edgelist.parse_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GEXF" href="../gexf.html" />
     <link rel="prev" title="generate_edgelist" href="networkx.readwrite.edgelist.generate_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -586,6 +599,15 @@ key names and types for edge data.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -607,15 +629,6 @@ key names and types for edge data.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.edgelist.read_edgelist.html b/reference/readwrite/generated/networkx.readwrite.edgelist.read_edgelist.html
index 1af8ca51..774e35c3 100644
--- a/reference/readwrite/generated/networkx.readwrite.edgelist.read_edgelist.html
+++ b/reference/readwrite/generated/networkx.readwrite.edgelist.read_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.edgelist.read_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.edgelist.read_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_edgelist" href="networkx.readwrite.edgelist.write_edgelist.html" />
     <link rel="prev" title="Edge List" href="../edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -592,6 +605,15 @@ types (e.g. int, float, str, frozenset - or tuples of those, etc.)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -613,15 +635,6 @@ types (e.g. int, float, str, frozenset - or tuples of those, etc.)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.edgelist.read_weighted_edgelist.html b/reference/readwrite/generated/networkx.readwrite.edgelist.read_weighted_edgelist.html
index 2237fbfb..8ede8b02 100644
--- a/reference/readwrite/generated/networkx.readwrite.edgelist.read_weighted_edgelist.html
+++ b/reference/readwrite/generated/networkx.readwrite.edgelist.read_weighted_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_weighted_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_weighted_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.edgelist.read_weighted_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.edgelist.read_weighted_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_weighted_edgelist" href="networkx.readwrite.edgelist.write_weighted_edgelist.html" />
     <link rel="prev" title="write_edgelist" href="networkx.readwrite.edgelist.write_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -569,6 +582,15 @@ types (e.g. int, float, str, frozenset - or tuples of those, etc.)</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -590,15 +612,6 @@ types (e.g. int, float, str, frozenset - or tuples of those, etc.)</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.edgelist.write_edgelist.html b/reference/readwrite/generated/networkx.readwrite.edgelist.write_edgelist.html
index a3efe27b..1b2915ee 100644
--- a/reference/readwrite/generated/networkx.readwrite.edgelist.write_edgelist.html
+++ b/reference/readwrite/generated/networkx.readwrite.edgelist.write_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.edgelist.write_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.edgelist.write_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="read_weighted_edgelist" href="networkx.readwrite.edgelist.read_weighted_edgelist.html" />
     <link rel="prev" title="read_edgelist" href="networkx.readwrite.edgelist.read_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -570,6 +583,15 @@ in the list.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -591,15 +613,6 @@ in the list.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.edgelist.write_weighted_edgelist.html b/reference/readwrite/generated/networkx.readwrite.edgelist.write_weighted_edgelist.html
index 6a534edb..edb6c0f3 100644
--- a/reference/readwrite/generated/networkx.readwrite.edgelist.write_weighted_edgelist.html
+++ b/reference/readwrite/generated/networkx.readwrite.edgelist.write_weighted_edgelist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_weighted_edgelist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_weighted_edgelist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.edgelist.write_weighted_edgelist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.edgelist.write_weighted_edgelist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generate_edgelist" href="networkx.readwrite.edgelist.generate_edgelist.html" />
     <link rel="prev" title="read_weighted_edgelist" href="networkx.readwrite.edgelist.read_weighted_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -556,6 +569,15 @@ Filenames ending in .gz or .bz2 will be compressed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -577,15 +599,6 @@ Filenames ending in .gz or .bz2 will be compressed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gexf.generate_gexf.html b/reference/readwrite/generated/networkx.readwrite.gexf.generate_gexf.html
index 71911daa..6654a994 100644
--- a/reference/readwrite/generated/networkx.readwrite.gexf.generate_gexf.html
+++ b/reference/readwrite/generated/networkx.readwrite.gexf.generate_gexf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_gexf &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_gexf &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gexf.generate_gexf';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gexf.generate_gexf.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="relabel_gexf_graph" href="networkx.readwrite.gexf.relabel_gexf_graph.html" />
     <link rel="prev" title="write_gexf" href="networkx.readwrite.gexf.write_gexf.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -564,6 +577,15 @@ node[‘a’][‘id’]=1 to set the id of node ‘a’ to 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -585,15 +607,6 @@ node[‘a’][‘id’]=1 to set the id of node ‘a’ to 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gexf.read_gexf.html b/reference/readwrite/generated/networkx.readwrite.gexf.read_gexf.html
index 5b4818ce..ba2c21bf 100644
--- a/reference/readwrite/generated/networkx.readwrite.gexf.read_gexf.html
+++ b/reference/readwrite/generated/networkx.readwrite.gexf.read_gexf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_gexf &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_gexf &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gexf.read_gexf';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gexf.read_gexf.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_gexf" href="networkx.readwrite.gexf.write_gexf.html" />
     <link rel="prev" title="GEXF" href="../gexf.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -560,6 +573,15 @@ edges together).</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -581,15 +603,6 @@ edges together).</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gexf.relabel_gexf_graph.html b/reference/readwrite/generated/networkx.readwrite.gexf.relabel_gexf_graph.html
index 5c228730..d39431cd 100644
--- a/reference/readwrite/generated/networkx.readwrite.gexf.relabel_gexf_graph.html
+++ b/reference/readwrite/generated/networkx.readwrite.gexf.relabel_gexf_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>relabel_gexf_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>relabel_gexf_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gexf.relabel_gexf_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gexf.relabel_gexf_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GML" href="../gml.html" />
     <link rel="prev" title="generate_gexf" href="networkx.readwrite.gexf.generate_gexf.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -548,6 +561,15 @@ node attributes “parents”, and “pid”.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -569,15 +591,6 @@ node attributes “parents”, and “pid”.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gexf.write_gexf.html b/reference/readwrite/generated/networkx.readwrite.gexf.write_gexf.html
index 53b5b4c1..28920179 100644
--- a/reference/readwrite/generated/networkx.readwrite.gexf.write_gexf.html
+++ b/reference/readwrite/generated/networkx.readwrite.gexf.write_gexf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_gexf &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_gexf &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gexf.write_gexf';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gexf.write_gexf.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generate_gexf" href="networkx.readwrite.gexf.generate_gexf.html" />
     <link rel="prev" title="read_gexf" href="networkx.readwrite.gexf.read_gexf.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -572,6 +585,15 @@ node[‘a’][‘id’]=1 to set the id of node ‘a’ to 1.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -593,15 +615,6 @@ node[‘a’][‘id’]=1 to set the id of node ‘a’ to 1.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gml.generate_gml.html b/reference/readwrite/generated/networkx.readwrite.gml.generate_gml.html
index 2108453f..dde71ccd 100644
--- a/reference/readwrite/generated/networkx.readwrite.gml.generate_gml.html
+++ b/reference/readwrite/generated/networkx.readwrite.gml.generate_gml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_gml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_gml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gml.generate_gml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gml.generate_gml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="literal_destringizer" href="networkx.readwrite.gml.literal_destringizer.html" />
     <link rel="prev" title="parse_gml" href="networkx.readwrite.gml.parse_gml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -605,6 +618,15 @@ than <a class="reference external" href="https://docs.python.org/3/library/stdty
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +648,6 @@ than <a class="reference external" href="https://docs.python.org/3/library/stdty
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gml.literal_destringizer.html b/reference/readwrite/generated/networkx.readwrite.gml.literal_destringizer.html
index cb97b159..0e0c35c8 100644
--- a/reference/readwrite/generated/networkx.readwrite.gml.literal_destringizer.html
+++ b/reference/readwrite/generated/networkx.readwrite.gml.literal_destringizer.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>literal_destringizer &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>literal_destringizer &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gml.literal_destringizer';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gml.literal_destringizer.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="literal_stringizer" href="networkx.readwrite.gml.literal_stringizer.html" />
     <link rel="prev" title="generate_gml" href="networkx.readwrite.gml.generate_gml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -544,6 +557,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -565,15 +587,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gml.literal_stringizer.html b/reference/readwrite/generated/networkx.readwrite.gml.literal_stringizer.html
index 0c1332d4..a2ed0499 100644
--- a/reference/readwrite/generated/networkx.readwrite.gml.literal_stringizer.html
+++ b/reference/readwrite/generated/networkx.readwrite.gml.literal_stringizer.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>literal_stringizer &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>literal_stringizer &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gml.literal_stringizer';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gml.literal_stringizer.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="GraphML" href="../graphml.html" />
     <link rel="prev" title="literal_destringizer" href="networkx.readwrite.gml.literal_destringizer.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -552,6 +565,15 @@ Python 2 and Python 3.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +595,6 @@ Python 2 and Python 3.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gml.parse_gml.html b/reference/readwrite/generated/networkx.readwrite.gml.parse_gml.html
index 85daf9ac..0da9d8d5 100644
--- a/reference/readwrite/generated/networkx.readwrite.gml.parse_gml.html
+++ b/reference/readwrite/generated/networkx.readwrite.gml.parse_gml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>parse_gml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>parse_gml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gml.parse_gml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gml.parse_gml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generate_gml" href="networkx.readwrite.gml.generate_gml.html" />
     <link rel="prev" title="write_gml" href="networkx.readwrite.gml.write_gml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -569,6 +582,15 @@ than <a class="reference external" href="https://docs.python.org/3/library/stdty
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -590,15 +612,6 @@ than <a class="reference external" href="https://docs.python.org/3/library/stdty
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gml.read_gml.html b/reference/readwrite/generated/networkx.readwrite.gml.read_gml.html
index b0c4857b..202b58a6 100644
--- a/reference/readwrite/generated/networkx.readwrite.gml.read_gml.html
+++ b/reference/readwrite/generated/networkx.readwrite.gml.read_gml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_gml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_gml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gml.read_gml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gml.read_gml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_gml" href="networkx.readwrite.gml.write_gml.html" />
     <link rel="prev" title="GML" href="../gml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -586,6 +599,15 @@ For example, integer nodes can be recovered as shown below:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -607,15 +629,6 @@ For example, integer nodes can be recovered as shown below:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.gml.write_gml.html b/reference/readwrite/generated/networkx.readwrite.gml.write_gml.html
index b7d465fe..8344b019 100644
--- a/reference/readwrite/generated/networkx.readwrite.gml.write_gml.html
+++ b/reference/readwrite/generated/networkx.readwrite.gml.write_gml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_gml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_gml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.gml.write_gml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.gml.write_gml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="parse_gml" href="networkx.readwrite.gml.parse_gml.html" />
     <link rel="prev" title="read_gml" href="networkx.readwrite.gml.read_gml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -580,6 +593,15 @@ For additional documentation on the GML file format, please see the
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -601,15 +623,6 @@ For additional documentation on the GML file format, please see the
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.graph6.from_graph6_bytes.html b/reference/readwrite/generated/networkx.readwrite.graph6.from_graph6_bytes.html
index 09df5a84..23666daf 100644
--- a/reference/readwrite/generated/networkx.readwrite.graph6.from_graph6_bytes.html
+++ b/reference/readwrite/generated/networkx.readwrite.graph6.from_graph6_bytes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_graph6_bytes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_graph6_bytes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.graph6.from_graph6_bytes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.graph6.from_graph6_bytes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="read_graph6" href="networkx.readwrite.graph6.read_graph6.html" />
     <link rel="prev" title="SparseGraph6" href="../sparsegraph6.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -566,6 +579,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +609,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.graph6.read_graph6.html b/reference/readwrite/generated/networkx.readwrite.graph6.read_graph6.html
index 0c98c18d..ea8f56e5 100644
--- a/reference/readwrite/generated/networkx.readwrite.graph6.read_graph6.html
+++ b/reference/readwrite/generated/networkx.readwrite.graph6.read_graph6.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_graph6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_graph6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.graph6.read_graph6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.graph6.read_graph6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="to_graph6_bytes" href="networkx.readwrite.graph6.to_graph6_bytes.html" />
     <link rel="prev" title="from_graph6_bytes" href="networkx.readwrite.graph6.from_graph6_bytes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -579,6 +592,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -600,15 +622,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.graph6.to_graph6_bytes.html b/reference/readwrite/generated/networkx.readwrite.graph6.to_graph6_bytes.html
index 542d8d55..18e023e0 100644
--- a/reference/readwrite/generated/networkx.readwrite.graph6.to_graph6_bytes.html
+++ b/reference/readwrite/generated/networkx.readwrite.graph6.to_graph6_bytes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_graph6_bytes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_graph6_bytes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.graph6.to_graph6_bytes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.graph6.to_graph6_bytes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_graph6" href="networkx.readwrite.graph6.write_graph6.html" />
     <link rel="prev" title="read_graph6" href="networkx.readwrite.graph6.read_graph6.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -568,6 +581,15 @@ self loops. If self loops are present they are silently ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -589,15 +611,6 @@ self loops. If self loops are present they are silently ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.graph6.write_graph6.html b/reference/readwrite/generated/networkx.readwrite.graph6.write_graph6.html
index 7e86fd38..ccd12346 100644
--- a/reference/readwrite/generated/networkx.readwrite.graph6.write_graph6.html
+++ b/reference/readwrite/generated/networkx.readwrite.graph6.write_graph6.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_graph6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_graph6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.graph6.write_graph6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.graph6.write_graph6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="from_sparse6_bytes" href="networkx.readwrite.sparse6.from_sparse6_bytes.html" />
     <link rel="prev" title="to_graph6_bytes" href="networkx.readwrite.graph6.to_graph6_bytes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -576,6 +589,15 @@ self loops.  If self loops are present they are silently ignored.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -597,15 +619,6 @@ self loops.  If self loops are present they are silently ignored.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.graphml.generate_graphml.html b/reference/readwrite/generated/networkx.readwrite.graphml.generate_graphml.html
index 69eab2c1..cdceb04e 100644
--- a/reference/readwrite/generated/networkx.readwrite.graphml.generate_graphml.html
+++ b/reference/readwrite/generated/networkx.readwrite.graphml.generate_graphml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_graphml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_graphml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.graphml.generate_graphml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.graphml.generate_graphml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="parse_graphml" href="networkx.readwrite.graphml.parse_graphml.html" />
     <link rel="prev" title="write_graphml" href="networkx.readwrite.graphml.write_graphml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -555,6 +568,15 @@ edges together) hyperedges, nested graphs, or ports.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -576,15 +598,6 @@ edges together) hyperedges, nested graphs, or ports.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.graphml.parse_graphml.html b/reference/readwrite/generated/networkx.readwrite.graphml.parse_graphml.html
index c6a134b9..ad10caa3 100644
--- a/reference/readwrite/generated/networkx.readwrite.graphml.parse_graphml.html
+++ b/reference/readwrite/generated/networkx.readwrite.graphml.parse_graphml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>parse_graphml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>parse_graphml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.graphml.parse_graphml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.graphml.parse_graphml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="JSON" href="../json_graph.html" />
     <link rel="prev" title="generate_graphml" href="networkx.readwrite.graphml.generate_graphml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -577,6 +590,15 @@ will be provided.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -598,15 +620,6 @@ will be provided.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.graphml.read_graphml.html b/reference/readwrite/generated/networkx.readwrite.graphml.read_graphml.html
index 6e0ef3ee..c1565f4c 100644
--- a/reference/readwrite/generated/networkx.readwrite.graphml.read_graphml.html
+++ b/reference/readwrite/generated/networkx.readwrite.graphml.read_graphml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_graphml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_graphml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.graphml.read_graphml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.graphml.read_graphml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_graphml" href="networkx.readwrite.graphml.write_graphml.html" />
     <link rel="prev" title="GraphML" href="../graphml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -573,6 +586,15 @@ the file to “file.graphml.gz”.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -594,15 +616,6 @@ the file to “file.graphml.gz”.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.graphml.write_graphml.html b/reference/readwrite/generated/networkx.readwrite.graphml.write_graphml.html
index 861b432e..d624d15a 100644
--- a/reference/readwrite/generated/networkx.readwrite.graphml.write_graphml.html
+++ b/reference/readwrite/generated/networkx.readwrite.graphml.write_graphml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_graphml &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_graphml &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.graphml.write_graphml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.graphml.write_graphml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generate_graphml" href="networkx.readwrite.graphml.generate_graphml.html" />
     <link rel="prev" title="read_graphml" href="networkx.readwrite.graphml.read_graphml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -559,6 +572,15 @@ and unidirected edges together) hyperedges, nested graphs, or ports.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -580,15 +602,6 @@ and unidirected edges together) hyperedges, nested graphs, or ports.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_data.html b/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_data.html
index 07d76c88..e656c65f 100644
--- a/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_data.html
+++ b/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>adjacency_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>adjacency_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="adjacency_graph" href="networkx.readwrite.json_graph.adjacency_graph.html" />
     <link rel="prev" title="node_link_graph" href="networkx.readwrite.json_graph.node_link_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -573,6 +586,15 @@ data with JSON.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -594,15 +616,6 @@ data with JSON.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_graph.html b/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_graph.html
index fae43279..c11dfc81 100644
--- a/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_graph.html
+++ b/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>adjacency_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>adjacency_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.json_graph.adjacency_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="cytoscape_data" href="networkx.readwrite.json_graph.cytoscape_data.html" />
     <link rel="prev" title="adjacency_data" href="networkx.readwrite.json_graph.adjacency_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -562,6 +575,15 @@ data. The values should be unique. Default value:
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -583,15 +605,6 @@ data. The values should be unique. Default value:
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_data.html b/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_data.html
index 4a8598a3..5aa1627c 100644
--- a/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_data.html
+++ b/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cytoscape_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cytoscape_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="cytoscape_graph" href="networkx.readwrite.json_graph.cytoscape_graph.html" />
     <link rel="prev" title="adjacency_graph" href="networkx.readwrite.json_graph.adjacency_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -576,6 +589,15 @@ Must not have the same value as <code class="xref py py-obj docutils literal not
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -597,15 +619,6 @@ Must not have the same value as <code class="xref py py-obj docutils literal not
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_graph.html b/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_graph.html
index 38f72eac..71038366 100644
--- a/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_graph.html
+++ b/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>cytoscape_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>cytoscape_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.json_graph.cytoscape_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="tree_data" href="networkx.readwrite.json_graph.tree_data.html" />
     <link rel="prev" title="cytoscape_data" href="networkx.readwrite.json_graph.cytoscape_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -586,6 +599,15 @@ Must not have the same value as <code class="xref py py-obj docutils literal not
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -607,15 +629,6 @@ Must not have the same value as <code class="xref py py-obj docutils literal not
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_data.html b/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_data.html
index e8d8523e..dcf357ba 100644
--- a/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_data.html
+++ b/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>node_link_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_link_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.json_graph.node_link_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="node_link_graph" href="networkx.readwrite.json_graph.node_link_graph.html" />
     <link rel="prev" title="JSON" href="../json_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -612,6 +625,15 @@ be specified as keyword options.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -633,15 +655,6 @@ be specified as keyword options.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_graph.html b/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_graph.html
index f7485673..9f026d73 100644
--- a/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_graph.html
+++ b/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>node_link_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>node_link_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.json_graph.node_link_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.json_graph.node_link_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="adjacency_data" href="networkx.readwrite.json_graph.adjacency_data.html" />
     <link rel="prev" title="node_link_data" href="networkx.readwrite.json_graph.node_link_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -602,6 +615,15 @@ the keyword names for the attributes must match.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -623,15 +645,6 @@ the keyword names for the attributes must match.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.json_graph.tree_data.html b/reference/readwrite/generated/networkx.readwrite.json_graph.tree_data.html
index ba287ec1..c1e03a0a 100644
--- a/reference/readwrite/generated/networkx.readwrite.json_graph.tree_data.html
+++ b/reference/readwrite/generated/networkx.readwrite.json_graph.tree_data.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>tree_data &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>tree_data &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.json_graph.tree_data';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.json_graph.tree_data.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="tree_graph" href="networkx.readwrite.json_graph.tree_graph.html" />
     <link rel="prev" title="cytoscape_graph" href="networkx.readwrite.json_graph.cytoscape_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -574,6 +587,15 @@ for attributes must be strings if you want to serialize with JSON.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -595,15 +617,6 @@ for attributes must be strings if you want to serialize with JSON.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.json_graph.tree_graph.html b/reference/readwrite/generated/networkx.readwrite.json_graph.tree_graph.html
index a3b626e4..a661732c 100644
--- a/reference/readwrite/generated/networkx.readwrite.json_graph.tree_graph.html
+++ b/reference/readwrite/generated/networkx.readwrite.json_graph.tree_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>tree_graph &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>tree_graph &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.json_graph.tree_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.json_graph.tree_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="LEDA" href="../leda.html" />
     <link rel="prev" title="tree_data" href="networkx.readwrite.json_graph.tree_data.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -556,6 +569,15 @@ must have a different value than <code class="xref py py-obj docutils literal no
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -577,15 +599,6 @@ must have a different value than <code class="xref py py-obj docutils literal no
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.leda.parse_leda.html b/reference/readwrite/generated/networkx.readwrite.leda.parse_leda.html
index 4563b987..05c8d401 100644
--- a/reference/readwrite/generated/networkx.readwrite.leda.parse_leda.html
+++ b/reference/readwrite/generated/networkx.readwrite.leda.parse_leda.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>parse_leda &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>parse_leda &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.leda.parse_leda';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.leda.parse_leda.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="SparseGraph6" href="../sparsegraph6.html" />
     <link rel="prev" title="read_leda" href="networkx.readwrite.leda.read_leda.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -546,6 +559,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -567,15 +589,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.leda.read_leda.html b/reference/readwrite/generated/networkx.readwrite.leda.read_leda.html
index 2e053871..1356b304 100644
--- a/reference/readwrite/generated/networkx.readwrite.leda.read_leda.html
+++ b/reference/readwrite/generated/networkx.readwrite.leda.read_leda.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_leda &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_leda &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.leda.read_leda';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.leda.read_leda.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="parse_leda" href="networkx.readwrite.leda.parse_leda.html" />
     <link rel="prev" title="LEDA" href="../leda.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -547,6 +560,15 @@ uncompressed.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -568,15 +590,6 @@ uncompressed.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.generate_multiline_adjlist.html b/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.generate_multiline_adjlist.html
index b3640fa0..b3fd505a 100644
--- a/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.generate_multiline_adjlist.html
+++ b/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.generate_multiline_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_multiline_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_multiline_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.multiline_adjlist.generate_multiline_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.generate_multiline_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Edge List" href="../edgelist.html" />
     <link rel="prev" title="parse_multiline_adjlist" href="networkx.readwrite.multiline_adjlist.parse_multiline_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -567,6 +580,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +610,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.parse_multiline_adjlist.html b/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.parse_multiline_adjlist.html
index 24e25586..00aa10e7 100644
--- a/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.parse_multiline_adjlist.html
+++ b/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.parse_multiline_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>parse_multiline_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>parse_multiline_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.multiline_adjlist.parse_multiline_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.parse_multiline_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generate_multiline_adjlist" href="networkx.readwrite.multiline_adjlist.generate_multiline_adjlist.html" />
     <link rel="prev" title="write_multiline_adjlist" href="networkx.readwrite.multiline_adjlist.write_multiline_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -561,6 +574,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -582,15 +604,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.read_multiline_adjlist.html b/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.read_multiline_adjlist.html
index bc4991ff..ab4f23f4 100644
--- a/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.read_multiline_adjlist.html
+++ b/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.read_multiline_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_multiline_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_multiline_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.multiline_adjlist.read_multiline_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.read_multiline_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_multiline_adjlist" href="networkx.readwrite.multiline_adjlist.write_multiline_adjlist.html" />
     <link rel="prev" title="Multiline Adjacency List" href="../multiline_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -590,6 +603,15 @@ a directed graph use</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -611,15 +633,6 @@ a directed graph use</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.write_multiline_adjlist.html b/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.write_multiline_adjlist.html
index f32dec77..169909ff 100644
--- a/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.write_multiline_adjlist.html
+++ b/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.write_multiline_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_multiline_adjlist &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_multiline_adjlist &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.multiline_adjlist.write_multiline_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.multiline_adjlist.write_multiline_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="parse_multiline_adjlist" href="networkx.readwrite.multiline_adjlist.parse_multiline_adjlist.html" />
     <link rel="prev" title="read_multiline_adjlist" href="networkx.readwrite.multiline_adjlist.read_multiline_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -561,6 +574,15 @@ file handle is provided, it has to be opened in ‘wb’ mode.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -582,15 +604,6 @@ file handle is provided, it has to be opened in ‘wb’ mode.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.pajek.generate_pajek.html b/reference/readwrite/generated/networkx.readwrite.pajek.generate_pajek.html
index 747b16c3..c01f6a06 100644
--- a/reference/readwrite/generated/networkx.readwrite.pajek.generate_pajek.html
+++ b/reference/readwrite/generated/networkx.readwrite.pajek.generate_pajek.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>generate_pajek &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>generate_pajek &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.pajek.generate_pajek';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.pajek.generate_pajek.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Matrix Market" href="../matrix_market.html" />
     <link rel="prev" title="parse_pajek" href="networkx.readwrite.pajek.parse_pajek.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2 current active"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -535,6 +548,15 @@ for format information.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -556,15 +578,6 @@ for format information.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.pajek.parse_pajek.html b/reference/readwrite/generated/networkx.readwrite.pajek.parse_pajek.html
index 79bd625c..a2edb781 100644
--- a/reference/readwrite/generated/networkx.readwrite.pajek.parse_pajek.html
+++ b/reference/readwrite/generated/networkx.readwrite.pajek.parse_pajek.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>parse_pajek &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>parse_pajek &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.pajek.parse_pajek';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.pajek.parse_pajek.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="generate_pajek" href="networkx.readwrite.pajek.generate_pajek.html" />
     <link rel="prev" title="write_pajek" href="networkx.readwrite.pajek.write_pajek.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2 current active"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -543,6 +556,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -564,15 +586,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.pajek.read_pajek.html b/reference/readwrite/generated/networkx.readwrite.pajek.read_pajek.html
index bb824ef1..26f84443 100644
--- a/reference/readwrite/generated/networkx.readwrite.pajek.read_pajek.html
+++ b/reference/readwrite/generated/networkx.readwrite.pajek.read_pajek.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_pajek &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_pajek &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.pajek.read_pajek';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.pajek.read_pajek.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_pajek" href="networkx.readwrite.pajek.write_pajek.html" />
     <link rel="prev" title="Pajek" href="../pajek.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2 current active"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -551,6 +564,15 @@ for format information.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -572,15 +594,6 @@ for format information.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.pajek.write_pajek.html b/reference/readwrite/generated/networkx.readwrite.pajek.write_pajek.html
index 7d271168..2b1df450 100644
--- a/reference/readwrite/generated/networkx.readwrite.pajek.write_pajek.html
+++ b/reference/readwrite/generated/networkx.readwrite.pajek.write_pajek.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_pajek &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_pajek &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.pajek.write_pajek';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.pajek.write_pajek.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="parse_pajek" href="networkx.readwrite.pajek.parse_pajek.html" />
     <link rel="prev" title="read_pajek" href="networkx.readwrite.pajek.read_pajek.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2 current active"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -549,6 +562,15 @@ for format information.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -570,15 +592,6 @@ for format information.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.sparse6.from_sparse6_bytes.html b/reference/readwrite/generated/networkx.readwrite.sparse6.from_sparse6_bytes.html
index 1490bed7..59515f19 100644
--- a/reference/readwrite/generated/networkx.readwrite.sparse6.from_sparse6_bytes.html
+++ b/reference/readwrite/generated/networkx.readwrite.sparse6.from_sparse6_bytes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>from_sparse6_bytes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>from_sparse6_bytes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.sparse6.from_sparse6_bytes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.sparse6.from_sparse6_bytes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="read_sparse6" href="networkx.readwrite.sparse6.read_sparse6.html" />
     <link rel="prev" title="write_graph6" href="networkx.readwrite.graph6.write_graph6.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -563,6 +576,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -584,15 +606,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.sparse6.read_sparse6.html b/reference/readwrite/generated/networkx.readwrite.sparse6.read_sparse6.html
index 31c3bcd7..e7561f65 100644
--- a/reference/readwrite/generated/networkx.readwrite.sparse6.read_sparse6.html
+++ b/reference/readwrite/generated/networkx.readwrite.sparse6.read_sparse6.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>read_sparse6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>read_sparse6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.sparse6.read_sparse6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.sparse6.read_sparse6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="to_sparse6_bytes" href="networkx.readwrite.sparse6.to_sparse6_bytes.html" />
     <link rel="prev" title="from_sparse6_bytes" href="networkx.readwrite.sparse6.from_sparse6_bytes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -579,6 +592,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -600,15 +622,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.sparse6.to_sparse6_bytes.html b/reference/readwrite/generated/networkx.readwrite.sparse6.to_sparse6_bytes.html
index cd50ca75..becd8e7e 100644
--- a/reference/readwrite/generated/networkx.readwrite.sparse6.to_sparse6_bytes.html
+++ b/reference/readwrite/generated/networkx.readwrite.sparse6.to_sparse6_bytes.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>to_sparse6_bytes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>to_sparse6_bytes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.sparse6.to_sparse6_bytes';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.sparse6.to_sparse6_bytes.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="write_sparse6" href="networkx.readwrite.sparse6.write_sparse6.html" />
     <link rel="prev" title="read_sparse6" href="networkx.readwrite.sparse6.read_sparse6.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -567,6 +580,15 @@ is only defined for graphs of order less than <code class="docutils literal notr
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -588,15 +610,6 @@ is only defined for graphs of order less than <code class="docutils literal notr
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.sparse6.write_sparse6.html b/reference/readwrite/generated/networkx.readwrite.sparse6.write_sparse6.html
index 6ea4609d..b30f03db 100644
--- a/reference/readwrite/generated/networkx.readwrite.sparse6.write_sparse6.html
+++ b/reference/readwrite/generated/networkx.readwrite.sparse6.write_sparse6.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>write_sparse6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>write_sparse6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.sparse6.write_sparse6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.sparse6.write_sparse6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../../genindex.html" />
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Pajek" href="../pajek.html" />
     <link rel="prev" title="to_sparse6_bytes" href="networkx.readwrite.sparse6.to_sparse6_bytes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="reference internal" href="../sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../../drawing.html">Drawing</a></li>
@@ -577,6 +590,15 @@ given by G.nodes() is used.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -598,15 +620,6 @@ given by G.nodes() is used.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/generated/networkx.readwrite.text.generate_network_text.html b/reference/readwrite/generated/networkx.readwrite.text.generate_network_text.html
new file mode 100644
index 00000000..f8873e64
--- /dev/null
+++ b/reference/readwrite/generated/networkx.readwrite.text.generate_network_text.html
@@ -0,0 +1,685 @@
+
+<!DOCTYPE html>
+
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
+
+    <title>generate_network_text &#8212; NetworkX 3.1rc1.dev0 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../../_static/styles/theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+<link href="../../../_static/styles/bootstrap.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+<link href="../../../_static/styles/pydata-sphinx-theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+
+  
+  <link href="../../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2">
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2">
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2">
+
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery-binder.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery-dataframe.css" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/sg_gallery-rendered-html.css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94">
+<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=796348d33e8b1d947c94">
+
+    <script data-url_root="../../../" id="documentation_options" src="../../../_static/documentation_options.js"></script>
+    <script src="../../../_static/jquery.js"></script>
+    <script src="../../../_static/underscore.js"></script>
+    <script src="../../../_static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../../_static/doctools.js"></script>
+    <script src="../../../_static/sphinx_highlight.js"></script>
+    <script src="../../../_static/copybutton.js"></script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/generated/networkx.readwrite.text.generate_network_text';</script>
+    <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/generated/networkx.readwrite.text.generate_network_text.html" />
+    <link rel="search" type="application/opensearchdescription+xml"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
+          href="../../../_static/opensearch.xml"/>
+    <link rel="index" title="Index" href="../../../genindex.html" />
+    <link rel="search" title="Search" href="../../../search.html" />
+    <link rel="next" title="write_network_text" href="networkx.readwrite.text.write_network_text.html" />
+    <link rel="prev" title="Network Text" href="../text.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
+  <meta name="viewport" content="width=device-width, initial-scale=1" />
+  <meta name="docsearch:language" content="en"> 
+  </head>
+  
+  
+  <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="180" data-default-mode="light">
+
+  
+  
+  <a class="skip-link" href="#main-content">Skip to main content</a> 
+<div class="container-fluid version-alert devbar">
+  <div class="row no-gutters">
+    <div class="col-12 text-center">
+      This page is documentation for a DEVELOPMENT / PRE-RELEASE version.
+      <a
+        class="btn version-stable font-weight-bold ml-3 my-3 align-baseline"
+        href="https://networkx.org/documentation/stable/"
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+  <section id="generate-network-text">
+<h1>generate_network_text<a class="headerlink" href="#generate-network-text" title="Permalink to this heading">#</a></h1>
+<dl class="py function">
+<dt class="sig sig-object py" id="networkx.readwrite.text.generate_network_text">
+<span class="sig-name descname"><span class="pre">generate_network_text</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">with_labels</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sources</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_depth</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ascii_only</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/readwrite/text.html#generate_network_text"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.readwrite.text.generate_network_text" title="Permalink to this definition">#</a></dt>
+<dd><p>Generate lines in the “network text” format</p>
+<p>This works via a depth-first traversal of the graph and writing a line for
+each unique node encountered. Non-tree edges are written to the right of
+each node, and connection to a non-tree edge is indicated with an ellipsis.
+This representation works best when the input graph is a forest, but any
+graph can be represented.</p>
+<p>This notation is original to networkx, although it is simple enough that it
+may be known in existing literature. See #5602 for details. The procedure
+is summarized as follows:</p>
+<p>1. Given a set of source nodes (which can be specified, or automatically
+discovered via finding the (strongly) connected components and choosing one
+node with minimum degree from each), we traverse the graph in depth first
+order.</p>
+<ol class="arabic" start="2">
+<li><p>Each reachable node will be printed exactly once on it’s own line.</p></li>
+<li><p>Edges are indicated in one of three ways:</p>
+<blockquote>
+<div><p>a. a parent “L-style” connection on the upper left. This corresponds to
+a traversal in the directed DFS tree.</p>
+<p>b. a backref “&lt;-style” connection shown directly on the right. For
+directed graphs, these are drawn for any incoming edges to a node that
+is not a parent edge. For undirected graphs, these are drawn for only
+the non-parent edges that have already been represented (The edges that
+have not been represented will be handled in the recursive case).</p>
+<p>c. a child “L-style” connection on the lower right. Drawing of the
+children are handled recursively.</p>
+</div></blockquote>
+</li>
+</ol>
+<p>4. The children of each node (wrt the directed DFS tree) are drawn
+underneath and to the right of it. In the case that a child node has already
+been drawn the connection is replaced with an ellipsis (”…”) to indicate
+that there is one or more connections represented elsewhere.</p>
+<p>5. If a maximum depth is specified, an edge to nodes past this maximum
+depth will be represented by an ellipsis.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>graph</strong><span class="classifier">nx.DiGraph | nx.Graph</span></dt><dd><p>Graph to represent</p>
+</dd>
+<dt><strong>with_labels</strong><span class="classifier">bool | str</span></dt><dd><p>If True will use the “label” attribute of a node to display if it
+exists otherwise it will use the node value itself. If given as a
+string, then that attribte name will be used instead of “label”.
+Defaults to True.</p>
+</dd>
+<dt><strong>sources</strong><span class="classifier">List</span></dt><dd><p>Specifies which nodes to start traversal from. Note: nodes that are not
+reachable from one of these sources may not be shown. If unspecified,
+the minimal set of nodes needed to reach all others will be used.</p>
+</dd>
+<dt><strong>max_depth</strong><span class="classifier">int | None</span></dt><dd><p>The maximum depth to traverse before stopping. Defaults to None.</p>
+</dd>
+<dt><strong>ascii_only</strong><span class="classifier">Boolean</span></dt><dd><p>If True only ASCII characters are used to construct the visualization</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><dl class="simple">
+<dt><strong>str</strong><span class="classifier">a line of generated text</span></dt><dd></dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+
+
+            </article>
+            
+            
+            
+          </div>
+          
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+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#networkx.readwrite.text.generate_network_text">
+   <code class="docutils literal notranslate">
+    <span class="pre">
+     generate_network_text()
+    </span>
+   </code>
+  </a>
+ </li>
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\ No newline at end of file
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+  <section id="write-network-text">
+<h1>write_network_text<a class="headerlink" href="#write-network-text" title="Permalink to this heading">#</a></h1>
+<dl class="py function">
+<dt class="sig sig-object py" id="networkx.readwrite.text.write_network_text">
+<span class="sig-name descname"><span class="pre">write_network_text</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">graph</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">with_labels</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sources</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_depth</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ascii_only</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'\n'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/networkx/readwrite/text.html#write_network_text"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#networkx.readwrite.text.write_network_text" title="Permalink to this definition">#</a></dt>
+<dd><p>Creates a nice text representation of a graph</p>
+<p>This works via a depth-first traversal of the graph and writing a line for
+each unique node encountered. Non-tree edges are written to the right of
+each node, and connection to a non-tree edge is indicated with an ellipsis.
+This representation works best when the input graph is a forest, but any
+graph can be represented.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>graph</strong><span class="classifier">nx.DiGraph | nx.Graph</span></dt><dd><p>Graph to represent</p>
+</dd>
+<dt><strong>path</strong><span class="classifier">string or file or callable or None</span></dt><dd><p>Filename or file handle for data output.
+if a function, then it will be called for each generated line.
+if None, this will default to “sys.stdout.write”</p>
+</dd>
+<dt><strong>with_labels</strong><span class="classifier">bool | str</span></dt><dd><p>If True will use the “label” attribute of a node to display if it
+exists otherwise it will use the node value itself. If given as a
+string, then that attribte name will be used instead of “label”.
+Defaults to True.</p>
+</dd>
+<dt><strong>sources</strong><span class="classifier">List</span></dt><dd><p>Specifies which nodes to start traversal from. Note: nodes that are not
+reachable from one of these sources may not be shown. If unspecified,
+the minimal set of nodes needed to reach all others will be used.</p>
+</dd>
+<dt><strong>max_depth</strong><span class="classifier">int | None</span></dt><dd><p>The maximum depth to traverse before stopping. Defaults to None.</p>
+</dd>
+<dt><strong>ascii_only</strong><span class="classifier">Boolean</span></dt><dd><p>If True only ASCII characters are used to construct the visualization</p>
+</dd>
+<dt><strong>end</strong><span class="classifier">string</span></dt><dd><p>The line ending characater</p>
+</dd>
+</dl>
+</dd>
+</dl>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">graph</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">balanced_tree</span><span class="p">(</span><span class="n">r</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">h</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">create_using</span><span class="o">=</span><span class="n">nx</span><span class="o">.</span><span class="n">DiGraph</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nx</span><span class="o">.</span><span class="n">write_network_text</span><span class="p">(</span><span class="n">graph</span><span class="p">)</span>
+<span class="go">╙── 0</span>
+<span class="go">    ├─╼ 1</span>
+<span class="go">    │   ├─╼ 3</span>
+<span class="go">    │   └─╼ 4</span>
+<span class="go">    └─╼ 2</span>
+<span class="go">        ├─╼ 5</span>
+<span class="go">        └─╼ 6</span>
+</pre></div>
+</div>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="c1"># A near tree with one non-tree edge</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">graph</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nx</span><span class="o">.</span><span class="n">write_network_text</span><span class="p">(</span><span class="n">graph</span><span class="p">)</span>
+<span class="go">╙── 0</span>
+<span class="go">    ├─╼ 1 ╾ 5</span>
+<span class="go">    │   ├─╼ 3</span>
+<span class="go">    │   └─╼ 4</span>
+<span class="go">    └─╼ 2</span>
+<span class="go">        ├─╼ 5</span>
+<span class="go">        │   └─╼  ...</span>
+<span class="go">        └─╼ 6</span>
+</pre></div>
+</div>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">graph</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">cycle_graph</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nx</span><span class="o">.</span><span class="n">write_network_text</span><span class="p">(</span><span class="n">graph</span><span class="p">)</span>
+<span class="go">╙── 0</span>
+<span class="go">    ├── 1</span>
+<span class="go">    │   └── 2</span>
+<span class="go">    │       └── 3</span>
+<span class="go">    │           └── 4 ─ 0</span>
+<span class="go">    └──  ...</span>
+</pre></div>
+</div>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">graph</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">generators</span><span class="o">.</span><span class="n">barbell_graph</span><span class="p">(</span><span class="mi">4</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nx</span><span class="o">.</span><span class="n">write_network_text</span><span class="p">(</span><span class="n">graph</span><span class="p">)</span>
+<span class="go">╙── 4</span>
+<span class="go">    ├── 5</span>
+<span class="go">    │   └── 6</span>
+<span class="go">    │       ├── 7</span>
+<span class="go">    │       │   ├── 8 ─ 6</span>
+<span class="go">    │       │   │   └── 9 ─ 6, 7</span>
+<span class="go">    │       │   └──  ...</span>
+<span class="go">    │       └──  ...</span>
+<span class="go">    └── 3</span>
+<span class="go">        ├── 0</span>
+<span class="go">        │   ├── 1 ─ 3</span>
+<span class="go">        │   │   └── 2 ─ 0, 3</span>
+<span class="go">        │   └──  ...</span>
+<span class="go">        └──  ...</span>
+</pre></div>
+</div>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">graph</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">complete_graph</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="n">create_using</span><span class="o">=</span><span class="n">nx</span><span class="o">.</span><span class="n">Graph</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nx</span><span class="o">.</span><span class="n">write_network_text</span><span class="p">(</span><span class="n">graph</span><span class="p">)</span>
+<span class="go">╙── 0</span>
+<span class="go">    ├── 1</span>
+<span class="go">    │   ├── 2 ─ 0</span>
+<span class="go">    │   │   ├── 3 ─ 0, 1</span>
+<span class="go">    │   │   │   └── 4 ─ 0, 1, 2</span>
+<span class="go">    │   │   └──  ...</span>
+<span class="go">    │   └──  ...</span>
+<span class="go">    └──  ...</span>
+</pre></div>
+</div>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">graph</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">complete_graph</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="n">create_using</span><span class="o">=</span><span class="n">nx</span><span class="o">.</span><span class="n">DiGraph</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nx</span><span class="o">.</span><span class="n">write_network_text</span><span class="p">(</span><span class="n">graph</span><span class="p">)</span>
+<span class="go">╙── 0 ╾ 1, 2</span>
+<span class="go">    ├─╼ 1 ╾ 2</span>
+<span class="go">    │   ├─╼ 2 ╾ 0</span>
+<span class="go">    │   │   └─╼  ...</span>
+<span class="go">    │   └─╼  ...</span>
+<span class="go">    └─╼  ...</span>
+</pre></div>
+</div>
+</dd></dl>
+
+</section>
+
+
+            </article>
+            
+            
+            
+          </div>
+          
+          
+          
+            <div class="bd-sidebar-secondary bd-toc">
+              
+<div class="toc-item">
+  
+<form class="bd-search d-flex align-items-center" action="../../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
+<div class="tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+</div>
+<nav id="bd-toc-nav" class="page-toc">
+    <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#networkx.readwrite.text.write_network_text">
+   <code class="docutils literal notranslate">
+    <span class="pre">
+     write_network_text()
+    </span>
+   </code>
+  </a>
+ </li>
+</ul>
+
+</nav>
+</div>
+
+<div class="toc-item">
+  
+</div>
+
+            </div>
+          
+          
+        </div>
+        <footer class="bd-footer-content">
+          <div class="bd-footer-content__inner">
+            
+          </div>
+        </footer>
+        
+      </main>
+    </div>
+  </div>
+
+  
+    
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94"></script>
+<script src="../../../_static/scripts/pydata-sphinx-theme.js?digest=796348d33e8b1d947c94"></script>
+ 
+  <footer class="bd-footer"><div class="bd-footer__inner container">
+  
+  <div class="footer-item">
+    
+<p class="copyright">
+
+    &copy; Copyright 2004-2023, NetworkX Developers.<br>
+
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    <p class="theme-version">
+    Built with the
+    <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">
+        PyData Sphinx Theme
+    </a>
+    0.12.0.
+</p>
+  </div>
+  
+  <div class="footer-item">
+    
+<p class="sphinx-version">
+Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.2.3.<br>
+</p>
+
+  </div>
+  
+</div>
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/reference/readwrite/gexf.html b/reference/readwrite/gexf.html
index 7d8b60c4..667ab696 100644
--- a/reference/readwrite/gexf.html
+++ b/reference/readwrite/gexf.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>GEXF &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GEXF &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/gexf';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/gexf.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_gexf" href="generated/networkx.readwrite.gexf.read_gexf.html" />
     <link rel="prev" title="parse_edgelist" href="generated/networkx.readwrite.edgelist.parse_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -507,7 +520,7 @@
 <div class="admonition warning">
 <p class="admonition-title">Warning</p>
 <p>This parser uses the standard xml library present in Python, which is
-insecure - see <span class="xref std std-doc">library/xml</span> for additional information.
+insecure - see <a class="reference external" href="https://docs.python.org/3/library/xml.html#module-xml" title="(in Python v3.11)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">xml</span></code></a> for additional information.
 Only parse GEFX files you trust.</p>
 </div>
 <p>GEXF (Graph Exchange XML Format) is a language for describing complex
@@ -550,6 +563,15 @@ specification and <a class="reference external" href="http://gexf.net/basic.html
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -567,15 +589,6 @@ specification and <a class="reference external" href="http://gexf.net/basic.html
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/gml.html b/reference/readwrite/gml.html
index 9e334b4d..61cc9f3f 100644
--- a/reference/readwrite/gml.html
+++ b/reference/readwrite/gml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>GML &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GML &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/gml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/gml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_gml" href="generated/networkx.readwrite.gml.read_gml.html" />
     <link rel="prev" title="relabel_gexf_graph" href="generated/networkx.readwrite.gexf.relabel_gexf_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -562,11 +575,11 @@ than <a class="reference external" href="https://docs.python.org/3/library/stdty
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/readwrite/graphml.html b/reference/readwrite/graphml.html
index 0b724eec..f58181b0 100644
--- a/reference/readwrite/graphml.html
+++ b/reference/readwrite/graphml.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>GraphML &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>GraphML &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/graphml';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/graphml.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_graphml" href="generated/networkx.readwrite.graphml.read_graphml.html" />
     <link rel="prev" title="literal_stringizer" href="generated/networkx.readwrite.gml.literal_stringizer.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -507,7 +520,7 @@
 <div class="admonition warning">
 <p class="admonition-title">Warning</p>
 <p>This parser uses the standard xml library present in Python, which is
-insecure - see <span class="xref std std-doc">library/xml</span> for additional information.
+insecure - see <a class="reference external" href="https://docs.python.org/3/library/xml.html#module-xml" title="(in Python v3.11)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">xml</span></code></a> for additional information.
 Only parse GraphML files you trust.</p>
 </div>
 <p>This implementation does not support mixed graphs (directed and unidirected
@@ -570,6 +583,15 @@ for examples.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -587,15 +609,6 @@ for examples.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/index.html b/reference/readwrite/index.html
index 649a5408..d579edf1 100644
--- a/reference/readwrite/index.html
+++ b/reference/readwrite/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Reading and writing graphs &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Reading and writing graphs &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Adjacency List" href="adjlist.html" />
     <link rel="prev" title="relabel_nodes" href="../generated/networkx.relabel.relabel_nodes.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -590,6 +603,11 @@
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html#examples">Examples</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="text.html">Network Text</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="generated/networkx.readwrite.text.generate_network_text.html">generate_network_text</a></li>
+<li class="toctree-l2"><a class="reference internal" href="generated/networkx.readwrite.text.write_network_text.html">write_network_text</a></li>
+</ul>
+</li>
 </ul>
 </div>
 </section>
@@ -607,11 +625,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/readwrite/json_graph.html b/reference/readwrite/json_graph.html
index bd35547a..c341f4e8 100644
--- a/reference/readwrite/json_graph.html
+++ b/reference/readwrite/json_graph.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>JSON &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>JSON &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/json_graph';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/json_graph.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="node_link_data" href="generated/networkx.readwrite.json_graph.node_link_data.html" />
     <link rel="prev" title="parse_graphml" href="generated/networkx.readwrite.graphml.parse_graphml.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -556,11 +569,11 @@
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/reference/readwrite/leda.html b/reference/readwrite/leda.html
index 50589667..dd01379d 100644
--- a/reference/readwrite/leda.html
+++ b/reference/readwrite/leda.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>LEDA &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>LEDA &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/leda';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/leda.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_leda" href="generated/networkx.readwrite.leda.read_leda.html" />
     <link rel="prev" title="tree_graph" href="generated/networkx.readwrite.json_graph.tree_graph.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -534,6 +547,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -551,15 +573,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/matrix_market.html b/reference/readwrite/matrix_market.html
index 9ed710c5..b7217534 100644
--- a/reference/readwrite/matrix_market.html
+++ b/reference/readwrite/matrix_market.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Matrix Market &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Matrix Market &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/matrix_market';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/matrix_market.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="Drawing" href="../drawing.html" />
+    <link rel="next" title="Network Text" href="text.html" />
     <link rel="prev" title="generate_pajek" href="generated/networkx.readwrite.pajek.generate_pajek.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -507,9 +520,9 @@
 NIST.
 Matrix Market supports both a <strong>coordinate format</strong> for sparse matrices and
 an <strong>array format</strong> for dense matrices.
-The <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/io.html#module-scipy.io" title="(in SciPy v1.10.0)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">scipy.io</span></code></a> module provides the <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.mmread.html#scipy.io.mmread" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.io.mmread</span></code></a> and <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.mmwrite.html#scipy.io.mmwrite" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.io.mmwrite</span></code></a>
+The <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/io.html#module-scipy.io" title="(in SciPy v1.10.1)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">scipy.io</span></code></a> module provides the <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.mmread.html#scipy.io.mmread" title="(in SciPy v1.10.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.io.mmread</span></code></a> and <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.mmwrite.html#scipy.io.mmwrite" title="(in SciPy v1.10.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.io.mmwrite</span></code></a>
 functions to read and write data in Matrix Market format, respectively.
-These functions work with either <a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.ndarray</span></code></a> or <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.coo_matrix.html#scipy.sparse.coo_matrix" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.sparse.coo_matrix</span></code></a>
+These functions work with either <a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.ndarray</span></code></a> or <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.coo_matrix.html#scipy.sparse.coo_matrix" title="(in SciPy v1.10.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.sparse.coo_matrix</span></code></a>
 objects depending on whether the data is in <strong>array</strong> or <strong>coordinate</strong> format.
 These functions can be combined with those of NetworkX’s <a class="reference internal" href="../convert.html#module-networkx.convert_matrix" title="networkx.convert_matrix"><code class="xref py py-obj docutils literal notranslate"><span class="pre">convert_matrix</span></code></a>
 module to read and write Graphs in Matrix Market format.</p>
@@ -612,6 +625,15 @@ sparse matrices:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -629,15 +651,6 @@ sparse matrices:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/multiline_adjlist.html b/reference/readwrite/multiline_adjlist.html
index cd0c7f1b..d129abd3 100644
--- a/reference/readwrite/multiline_adjlist.html
+++ b/reference/readwrite/multiline_adjlist.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Multiline Adjacency List &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Multiline Adjacency List &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/multiline_adjlist';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/multiline_adjlist.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_multiline_adjlist" href="generated/networkx.readwrite.multiline_adjlist.read_multiline_adjlist.html" />
     <link rel="prev" title="generate_adjlist" href="generated/networkx.readwrite.adjlist.generate_adjlist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -554,6 +567,15 @@ adjacency list (anything following the # in a line is a comment):</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -571,15 +593,6 @@ adjacency list (anything following the # in a line is a comment):</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/pajek.html b/reference/readwrite/pajek.html
index cc7b16fc..781489d5 100644
--- a/reference/readwrite/pajek.html
+++ b/reference/readwrite/pajek.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Pajek &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Pajek &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/pajek';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/pajek.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="read_pajek" href="generated/networkx.readwrite.pajek.read_pajek.html" />
     <link rel="prev" title="write_sparse6" href="generated/networkx.readwrite.sparse6.write_sparse6.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -542,6 +555,15 @@ for format information.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -559,15 +581,6 @@ for format information.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/sparsegraph6.html b/reference/readwrite/sparsegraph6.html
index 854383e2..6422f5ec 100644
--- a/reference/readwrite/sparsegraph6.html
+++ b/reference/readwrite/sparsegraph6.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>SparseGraph6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>SparseGraph6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/sparsegraph6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/sparsegraph6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="from_graph6_bytes" href="generated/networkx.readwrite.graph6.from_graph6_bytes.html" />
     <link rel="prev" title="parse_leda" href="generated/networkx.readwrite.leda.parse_leda.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -461,6 +473,7 @@
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">SparseGraph6</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
 <li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2"><a class="reference internal" href="text.html">Network Text</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
@@ -576,6 +589,15 @@ format.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -598,15 +620,6 @@ format.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/readwrite/text.html b/reference/readwrite/text.html
new file mode 100644
index 00000000..aa0cb088
--- /dev/null
+++ b/reference/readwrite/text.html
@@ -0,0 +1,609 @@
+
+<!DOCTYPE html>
+
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
+
+    <title>Network Text &#8212; NetworkX 3.1rc1.dev0 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+<link href="../../_static/styles/bootstrap.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+
+  
+  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2">
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2">
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2">
+
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery-binder.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery-dataframe.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sg_gallery-rendered-html.css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94">
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=796348d33e8b1d947c94">
+
+    <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+    <script src="../../_static/jquery.js"></script>
+    <script src="../../_static/underscore.js"></script>
+    <script src="../../_static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../_static/doctools.js"></script>
+    <script src="../../_static/sphinx_highlight.js"></script>
+    <script src="../../_static/copybutton.js"></script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'reference/readwrite/text';</script>
+    <link rel="canonical" href="https://networkx.org/documentation/stable/reference/readwrite/text.html" />
+    <link rel="search" type="application/opensearchdescription+xml"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
+          href="../../_static/opensearch.xml"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+    <link rel="next" title="generate_network_text" href="generated/networkx.readwrite.text.generate_network_text.html" />
+    <link rel="prev" title="Matrix Market" href="matrix_market.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
+  <meta name="viewport" content="width=device-width, initial-scale=1" />
+  <meta name="docsearch:language" content="en"> 
+  </head>
+  
+  
+  <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="180" data-default-mode="light">
+
+  
+  
+  <a class="skip-link" href="#main-content">Skip to main content</a> 
+<div class="container-fluid version-alert devbar">
+  <div class="row no-gutters">
+    <div class="col-12 text-center">
+      This page is documentation for a DEVELOPMENT / PRE-RELEASE version.
+      <a
+        class="btn version-stable font-weight-bold ml-3 my-3 align-baseline"
+        href="https://networkx.org/documentation/stable/"
+        >Switch to stable version</a
+      >
+    </div>
+  </div>
+</div>
+
+
+  
+  <input type="checkbox" class="sidebar-toggle" name="__primary" id="__primary">
+  <label class="overlay overlay-primary" for="__primary"></label>
+
+  
+  <input type="checkbox" class="sidebar-toggle" name="__secondary" id="__secondary">
+  <label class="overlay overlay-secondary" for="__secondary"></label>
+
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+      
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+    </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
+  </div>
+
+  
+  <nav class="bd-header navbar navbar-expand-lg bd-navbar" id="navbar-main"><div class="bd-header__inner bd-page-width">
+  <label class="sidebar-toggle primary-toggle" for="__primary">
+      <span class="fa-solid fa-bars"></span>
+  </label>
+  <div id="navbar-start">
+    
+    
+  
+
+
+<a class="navbar-brand logo" href="../../index.html">
+
+  
+  
+  
+  
+  
+  
+  
+
+  
+    <img src="../../_static/networkx_banner.svg" class="logo__image only-light" alt="Logo image">
+    <img src="../../_static/networkx_banner.svg" class="logo__image only-dark" alt="Logo image">
+  
+  
+</a>
+    
+  </div>
+
+  
+  <div class="col-lg-9 navbar-header-items">
+    <div id="navbar-center" class="mr-auto">
+      
+      <div class="navbar-center-item">
+        <nav class="navbar-nav">
+    <p class="sidebar-header-items__title" role="heading" aria-level="1" aria-label="Site Navigation">
+        Site Navigation
+    </p>
+    <ul id="navbar-main-elements" class="navbar-nav">
+        
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../install.html">
+                        Install
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../tutorial.html">
+                        Tutorial
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item current active">
+                      <a class="nav-link nav-internal" href="../index.html">
+                        Reference
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../auto_examples/index.html">
+                        Gallery
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../developer/index.html">
+                        Developer
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../release/index.html">
+                        Releases
+                      </a>
+                    </li>
+                
+
+                <li class="nav-item">
+                  <a class="nav-link nav-external" href="https://networkx.org/nx-guides/">
+                    Guides
+                  </a>
+                </li>
+                
+    </ul>
+</nav>
+      </div>
+      
+    </div>
+
+    <div id="navbar-end">
+      
+        <div class="navbar-end-item navbar-persistent--container">
+          
+<button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-toggle="tooltip">
+  <i class="fa-solid fa-magnifying-glass"></i>
+</button>
+        </div>
+      
+      
+      <div class="navbar-end-item">
+        <button class="theme-switch-button btn btn-sm btn-outline-primary navbar-btn rounded-circle" title="light/dark" aria-label="light/dark" data-toggle="tooltip">
+    <span class="theme-switch" data-mode="light"><i class="fa-solid fa-sun"></i></span>
+    <span class="theme-switch" data-mode="dark"><i class="fa-solid fa-moon"></i></span>
+    <span class="theme-switch" data-mode="auto"><i class="fa-solid fa-circle-half-stroke"></i></span>
+</button>
+      </div>
+      
+      <div class="navbar-end-item">
+        <ul id="navbar-icon-links" class="navbar-nav" aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://networkx.org" title="Home Page" class="nav-link" rel="noopener" target="_blank" data-toggle="tooltip"><span><i class="fas fa-home"></i></span>
+            <label class="sr-only">Home Page</label></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/networkx/networkx" title="GitHub" class="nav-link" rel="noopener" target="_blank" data-toggle="tooltip"><span><i class="fab fa-github-square"></i></span>
+            <label class="sr-only">GitHub</label></a>
+        </li>
+      </ul>
+      </div>
+      
+      <div class="navbar-end-item">
+        <ul class="navbar-nav">
+  <li class="mr-2 dropdown">
+    <button
+      type="button"
+      class="btn btn-version btn-sm navbar-btn dropdown-toggle"
+      id="dLabelMore"
+      data-toggle="dropdown"
+    >
+      v3.1rc1.dev0
+      <span class="caret"></span>
+    </button>
+    <ul class="dropdown-menu" aria-labelledby="dLabelMore">
+      <li>
+        <a href="https://networkx.org/documentation/latest/index.html"
+          >devel (latest)</a
+        >
+      </li>
+      <li>
+        <a href="https://networkx.org/documentation/stable/index.html"
+          >current (stable)</a
+        >
+      </li>
+    </ul>
+  </li>
+</ul>
+      </div>
+      
+    </div>
+  </div>
+
+
+  
+  
+    <div class="navbar-persistent--mobile">
+<button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-toggle="tooltip">
+  <i class="fa-solid fa-magnifying-glass"></i>
+</button>
+    </div>
+  
+
+  
+  <label class="sidebar-toggle secondary-toggle" for="__secondary">
+      <span class="fa-solid fa-outdent"></span>
+  </label>
+  
+
+</div>
+  </nav>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+      
+      <div class="navbar-center-item">
+        <nav class="navbar-nav">
+    <p class="sidebar-header-items__title" role="heading" aria-level="1" aria-label="Site Navigation">
+        Site Navigation
+    </p>
+    <ul id="navbar-main-elements" class="navbar-nav">
+        
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../install.html">
+                        Install
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../tutorial.html">
+                        Tutorial
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item current active">
+                      <a class="nav-link nav-internal" href="../index.html">
+                        Reference
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../auto_examples/index.html">
+                        Gallery
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../developer/index.html">
+                        Developer
+                      </a>
+                    </li>
+                
+
+                    <li class="nav-item">
+                      <a class="nav-link nav-internal" href="../../release/index.html">
+                        Releases
+                      </a>
+                    </li>
+                
+
+                <li class="nav-item">
+                  <a class="nav-link nav-external" href="https://networkx.org/nx-guides/">
+                    Guides
+                  </a>
+                </li>
+                
+    </ul>
+</nav>
+      </div>
+      
+      </div>
+    
+
+    
+    
+    <div class="sidebar-header-items__end">
+      
+      <div class="navbar-end-item">
+        <button class="theme-switch-button btn btn-sm btn-outline-primary navbar-btn rounded-circle" title="light/dark" aria-label="light/dark" data-toggle="tooltip">
+    <span class="theme-switch" data-mode="light"><i class="fa-solid fa-sun"></i></span>
+    <span class="theme-switch" data-mode="dark"><i class="fa-solid fa-moon"></i></span>
+    <span class="theme-switch" data-mode="auto"><i class="fa-solid fa-circle-half-stroke"></i></span>
+</button>
+      </div>
+      
+      <div class="navbar-end-item">
+        <ul id="navbar-icon-links" class="navbar-nav" aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://networkx.org" title="Home Page" class="nav-link" rel="noopener" target="_blank" data-toggle="tooltip"><span><i class="fas fa-home"></i></span>
+            <label class="sr-only">Home Page</label></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/networkx/networkx" title="GitHub" class="nav-link" rel="noopener" target="_blank" data-toggle="tooltip"><span><i class="fab fa-github-square"></i></span>
+            <label class="sr-only">GitHub</label></a>
+        </li>
+      </ul>
+      </div>
+      
+      <div class="navbar-end-item">
+        <ul class="navbar-nav">
+  <li class="mr-2 dropdown">
+    <button
+      type="button"
+      class="btn btn-version btn-sm navbar-btn dropdown-toggle"
+      id="dLabelMore"
+      data-toggle="dropdown"
+    >
+      v3.1rc1.dev0
+      <span class="caret"></span>
+    </button>
+    <ul class="dropdown-menu" aria-labelledby="dLabelMore">
+      <li>
+        <a href="https://networkx.org/documentation/latest/index.html"
+          >devel (latest)</a
+        >
+      </li>
+      <li>
+        <a href="https://networkx.org/documentation/stable/index.html"
+          >current (stable)</a
+        >
+      </li>
+    </ul>
+  </li>
+</ul>
+      </div>
+      
+    </div>
+    
+  </div>
+
+  
+  <div class="sidebar-start-items sidebar-primary__section">
+    <div class="sidebar-start-items__item"><nav class="bd-links" id="bd-docs-nav" aria-label="Section navigation">
+  <p class="bd-links__title" role="heading" aria-level="1">
+    Section Navigation
+  </p>
+  <div class="bd-toc-item navbar-nav">
+    <ul class="current nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../introduction.html">Introduction</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../classes/index.html">Graph types</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../algorithms/index.html">Algorithms</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../functions.html">Functions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../generators.html">Graph generators</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../linalg.html">Linear algebra</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../convert.html">Converting to and from other data formats</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../relabel.html">Relabeling nodes</a></li>
+<li class="toctree-l1 current active has-children"><a class="reference internal" href="index.html">Reading and writing graphs</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
+<li class="toctree-l2"><a class="reference internal" href="adjlist.html">Adjacency List</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiline_adjlist.html">Multiline Adjacency List</a></li>
+<li class="toctree-l2"><a class="reference internal" href="edgelist.html">Edge List</a></li>
+<li class="toctree-l2"><a class="reference internal" href="gexf.html">GEXF</a></li>
+<li class="toctree-l2"><a class="reference internal" href="gml.html">GML</a></li>
+<li class="toctree-l2"><a class="reference internal" href="graphml.html">GraphML</a></li>
+<li class="toctree-l2"><a class="reference internal" href="json_graph.html">JSON</a></li>
+<li class="toctree-l2"><a class="reference internal" href="leda.html">LEDA</a></li>
+<li class="toctree-l2"><a class="reference internal" href="sparsegraph6.html">SparseGraph6</a></li>
+<li class="toctree-l2"><a class="reference internal" href="pajek.html">Pajek</a></li>
+<li class="toctree-l2"><a class="reference internal" href="matrix_market.html">Matrix Market</a></li>
+<li class="toctree-l2 current active"><a class="current reference internal" href="#">Network Text</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../drawing.html">Drawing</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../randomness.html">Randomness</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../exceptions.html">Exceptions</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../utils.html">Utilities</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../glossary.html">Glossary</a></li>
+</ul>
+
+  </div>
+</nav>
+    </div>
+    <div class="sidebar-start-items__item">
+    </div>
+  </div>
+  
+
+  
+  <div class="sidebar-end-items sidebar-primary__section">
+    <div class="sidebar-end-items__item">
+    </div>
+  </div>
+
+  
+  <div id="rtd-footer-container"></div>
+
+      </div>
+      <main id="main-content" class="bd-main">
+        
+        
+        <div class="bd-content">
+          <div class="bd-article-container">
+            
+            <div class="bd-header-article">
+                
+            </div>
+            
+            
+            <article class="bd-article" role="main">
+              
+  <section id="module-networkx.readwrite.text">
+<span id="network-text"></span><h1>Network Text<a class="headerlink" href="#module-networkx.readwrite.text" title="Permalink to this heading">#</a></h1>
+<p>Text-based visual representations of graphs</p>
+<table class="autosummary longtable table autosummary">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="generated/networkx.readwrite.text.generate_network_text.html#networkx.readwrite.text.generate_network_text" title="networkx.readwrite.text.generate_network_text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">generate_network_text</span></code></a>(graph[, with_labels, ...])</p></td>
+<td><p>Generate lines in the &quot;network text&quot; format</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="generated/networkx.readwrite.text.write_network_text.html#networkx.readwrite.text.write_network_text" title="networkx.readwrite.text.write_network_text"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_network_text</span></code></a>(graph[, path, ...])</p></td>
+<td><p>Creates a nice text representation of a graph</p></td>
+</tr>
+</tbody>
+</table>
+</section>
+
+
+            </article>
+            
+            
+            
+          </div>
+          
+          
+          
+            <div class="bd-sidebar-secondary bd-toc">
+              
+<div class="toc-item">
+  
+<form class="bd-search d-flex align-items-center" action="../../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
+</div>
+
+            </div>
+          
+          
+        </div>
+        <footer class="bd-footer-content">
+          <div class="bd-footer-content__inner">
+            
+          </div>
+        </footer>
+        
+      </main>
+    </div>
+  </div>
+
+  
+    
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=796348d33e8b1d947c94"></script>
+ 
+  <footer class="bd-footer"><div class="bd-footer__inner container">
+  
+  <div class="footer-item">
+    
+<p class="copyright">
+
+    &copy; Copyright 2004-2023, NetworkX Developers.<br>
+
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    <p class="theme-version">
+    Built with the
+    <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">
+        PyData Sphinx Theme
+    </a>
+    0.12.0.
+</p>
+  </div>
+  
+  <div class="footer-item">
+    
+<p class="sphinx-version">
+Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.2.3.<br>
+</p>
+
+  </div>
+  
+</div>
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/reference/relabel.html b/reference/relabel.html
index 9092bf0d..3e20c715 100644
--- a/reference/relabel.html
+++ b/reference/relabel.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Relabeling nodes &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Relabeling nodes &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/relabel';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/relabel.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="convert_node_labels_to_integers" href="generated/networkx.relabel.convert_node_labels_to_integers.html" />
     <link rel="prev" title="from_pandas_edgelist" href="generated/networkx.convert_matrix.from_pandas_edgelist.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -522,6 +534,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -539,15 +560,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/reference/utils.html b/reference/utils.html
index ad85d590..4ac00e05 100644
--- a/reference/utils.html
+++ b/reference/utils.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Utilities &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Utilities &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/utils';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/reference/utils.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="arbitrary_element" href="generated/networkx.utils.misc.arbitrary_element.html" />
     <link rel="prev" title="Exceptions" href="exceptions.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -672,6 +684,15 @@ random selections.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -714,15 +735,6 @@ random selections.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_0.99.html b/release/api_0.99.html
index 4002d710..bc7b6505 100644
--- a/release/api_0.99.html
+++ b/release/api_0.99.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 0.99 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 0.99 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_0.99';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_0.99.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Old Release Log" href="old_release_log.html" />
     <link rel="prev" title="NetworkX 1.0" href="api_1.0.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -892,6 +905,15 @@ does not work well when you are changing the graph.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1084,15 +1106,6 @@ does not work well when you are changing the graph.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.0.html b/release/api_1.0.html
index 89c3c05c..fa666ebb 100644
--- a/release/api_1.0.html
+++ b/release/api_1.0.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.0 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.0 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.0';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.0.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 0.99" href="api_0.99.html" />
     <link rel="prev" title="NetworkX 1.4" href="api_1.4.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -873,6 +886,15 @@ weight key is</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1084,15 +1106,6 @@ weight key is</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.10.html b/release/api_1.10.html
index 12f39abd..84870149 100644
--- a/release/api_1.10.html
+++ b/release/api_1.10.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.10 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.10 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.10';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.10.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.9" href="api_1.9.html" />
     <link rel="prev" title="NetworkX 1.11" href="api_1.11.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -729,6 +742,15 @@ Support for Python 2.6 is dropped.</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -768,15 +790,6 @@ Support for Python 2.6 is dropped.</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.11.html b/release/api_1.11.html
index fabea301..8a7ce8dd 100644
--- a/release/api_1.11.html
+++ b/release/api_1.11.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.11 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.11 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.11';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.11.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.10" href="api_1.10.html" />
     <link rel="prev" title="NetworkX 2.0" href="release_2.0.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -564,6 +577,15 @@ readthedocs.org by changing requirements.txt</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -593,15 +615,6 @@ readthedocs.org by changing requirements.txt</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.4.html b/release/api_1.4.html
index 16295be5..3f98a686 100644
--- a/release/api_1.4.html
+++ b/release/api_1.4.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.4 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.4 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.4';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.4.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.0" href="api_1.0.html" />
     <link rel="prev" title="NetworkX 1.5" href="api_1.5.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -577,6 +590,15 @@ a NetworkXNoPath exception.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -635,15 +657,6 @@ a NetworkXNoPath exception.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.5.html b/release/api_1.5.html
index b0256801..4955be12 100644
--- a/release/api_1.5.html
+++ b/release/api_1.5.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.5 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.5 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.5';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.5.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.4" href="api_1.4.html" />
     <link rel="prev" title="NetworkX 1.6" href="api_1.6.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -624,6 +637,15 @@ An optional pos keyword was added to allow specification of node positions.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -663,15 +685,6 @@ An optional pos keyword was added to allow specification of node positions.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.6.html b/release/api_1.6.html
index 59286c75..7b5b6193 100644
--- a/release/api_1.6.html
+++ b/release/api_1.6.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.5" href="api_1.5.html" />
     <link rel="prev" title="NetworkX 1.7" href="api_1.7.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -632,6 +645,15 @@ have been replaced with</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -671,15 +693,6 @@ have been replaced with</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.7.html b/release/api_1.7.html
index 86049677..eb27ed9a 100644
--- a/release/api_1.7.html
+++ b/release/api_1.7.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.7 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.7 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.7';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.7.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.6" href="api_1.6.html" />
     <link rel="prev" title="NetworkX 1.8" href="api_1.8.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -545,6 +558,15 @@ independent set, max clique, and min-weighted vertex cover.</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -569,15 +591,6 @@ independent set, max clique, and min-weighted vertex cover.</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.8.html b/release/api_1.8.html
index c39d4fef..87f85691 100644
--- a/release/api_1.8.html
+++ b/release/api_1.8.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.8 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.8 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.8';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.8.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.7" href="api_1.7.html" />
     <link rel="prev" title="NetworkX 1.9" href="api_1.9.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -555,6 +568,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -582,15 +604,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/api_1.9.html b/release/api_1.9.html
index d17fca12..f4e8aeb1 100644
--- a/release/api_1.9.html
+++ b/release/api_1.9.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 1.9 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 1.9 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/api_1.9';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/api_1.9.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.8" href="api_1.8.html" />
     <link rel="prev" title="NetworkX 1.10" href="api_1.10.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -734,6 +747,15 @@ IronPython 2.7, although they remain not officially supported.</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -790,15 +812,6 @@ IronPython 2.7, although they remain not officially supported.</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/index.html b/release/index.html
index 288f2780..4abcf7ab 100644
--- a/release/index.html
+++ b/release/index.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Releases &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Releases &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/index';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/index.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="NetworkX 3.0 (unreleased)" href="release_dev.html" />
+    <link rel="next" title="3.1 (unreleased)" href="release_dev.html" />
     <link rel="prev" title="NXEP X — Template and Instructions" href="../developer/nxeps/nxep-template.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -522,7 +535,7 @@ for you to use <code class="docutils literal notranslate"><span class="pre">~=</
 </div>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a><ul>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="release_dev.html#highlights">Highlights</a></li>
 <li class="toctree-l2"><a class="reference internal" href="release_dev.html#improvements">Improvements</a></li>
 <li class="toctree-l2"><a class="reference internal" href="release_dev.html#api-changes">API Changes</a></li>
@@ -531,6 +544,15 @@ for you to use <code class="docutils literal notranslate"><span class="pre">~=</
 <li class="toctree-l2"><a class="reference internal" href="release_dev.html#contributors">Contributors</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="release_3.0.html#highlights">Highlights</a></li>
+<li class="toctree-l2"><a class="reference internal" href="release_3.0.html#improvements">Improvements</a></li>
+<li class="toctree-l2"><a class="reference internal" href="release_3.0.html#api-changes">API Changes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="release_3.0.html#deprecations">Deprecations</a></li>
+<li class="toctree-l2"><a class="reference internal" href="release_3.0.html#merged-prs">Merged PRs</a></li>
+<li class="toctree-l2"><a class="reference internal" href="release_3.0.html#contributors">Contributors</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="release_2.8.8.html#highlights">Highlights</a></li>
 <li class="toctree-l2"><a class="reference internal" href="release_2.8.8.html#merged-prs">Merged PRs</a></li>
@@ -807,11 +829,11 @@ for you to use <code class="docutils literal notranslate"><span class="pre">~=</
               
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
 </div>
 
 <div class="toc-item">
diff --git a/release/migration_guide_from_1.x_to_2.0.html b/release/migration_guide_from_1.x_to_2.0.html
index 82ed0f6b..62151e14 100644
--- a/release/migration_guide_from_1.x_to_2.0.html
+++ b/release/migration_guide_from_1.x_to_2.0.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Migration guide from 1.X to 2.0 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Migration guide from 1.X to 2.0 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/migration_guide_from_1.x_to_2.0';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/migration_guide_from_1.x_to_2.0.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -408,7 +420,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -781,6 +793,15 @@ and edges to a fresh graph. Try something similar to this:</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -803,15 +824,6 @@ and edges to a fresh graph. Try something similar to this:</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/migration_guide_from_2.x_to_3.0.html b/release/migration_guide_from_2.x_to_3.0.html
index 5f3c7873..c84bacf2 100644
--- a/release/migration_guide_from_2.x_to_3.0.html
+++ b/release/migration_guide_from_2.x_to_3.0.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Migration guide from 2.X to 3.0 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Migration guide from 2.X to 3.0 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,12 +47,18 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/migration_guide_from_2.x_to_3.0';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/migration_guide_from_2.x_to_3.0.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -94,6 +100,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -245,7 +257,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -408,7 +420,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -663,6 +675,15 @@ using pyyaml.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -715,15 +736,6 @@ using pyyaml.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/old_release_log.html b/release/old_release_log.html
index 88974199..d9257626 100644
--- a/release/old_release_log.html
+++ b/release/old_release_log.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Old Release Log &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Old Release Log &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,13 +47,19 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/old_release_log';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/old_release_log.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="prev" title="NetworkX 0.99" href="api_0.99.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -95,6 +101,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -246,7 +258,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -409,7 +421,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -440,7 +452,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -1782,6 +1795,15 @@ protect name-spaces</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -2491,15 +2513,6 @@ protect name-spaces</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.0.html b/release/release_2.0.html
index 46c048b7..e1308707 100644
--- a/release/release_2.0.html
+++ b/release/release_2.0.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.0 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.0 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.0';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.0.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 1.11" href="api_1.11.html" />
     <link rel="prev" title="NetworkX 2.1" href="release_2.1.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -1031,6 +1044,15 @@ deprecated in favor of <code class="docutils literal notranslate"><span class="p
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1068,15 +1090,6 @@ deprecated in favor of <code class="docutils literal notranslate"><span class="p
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.1.html b/release/release_2.1.html
index 5cecd1aa..4a3366e4 100644
--- a/release/release_2.1.html
+++ b/release/release_2.1.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.1 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.1 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.1';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.1.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.0" href="release_2.0.html" />
     <link rel="prev" title="NetworkX 2.2" href="release_2.2.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -760,6 +773,15 @@ Instead use: <code class="docutils literal notranslate"><span class="pre">[G.sub
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -802,15 +824,6 @@ Instead use: <code class="docutils literal notranslate"><span class="pre">[G.sub
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.2.html b/release/release_2.2.html
index f8b6590e..826e29f4 100644
--- a/release/release_2.2.html
+++ b/release/release_2.2.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.2 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.2 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.2';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.2.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.1" href="release_2.1.html" />
     <link rel="prev" title="NetworkX 2.3" href="release_2.3.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -671,6 +684,15 @@ are derecated in favor of <code class="xref py py-obj docutils literal notransla
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -708,15 +730,6 @@ are derecated in favor of <code class="xref py py-obj docutils literal notransla
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.3.html b/release/release_2.3.html
index ead5dc04..302d7d6b 100644
--- a/release/release_2.3.html
+++ b/release/release_2.3.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.3 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.3 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.3';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.3.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.2" href="release_2.2.html" />
     <link rel="prev" title="NetworkX 2.4" href="release_2.4.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -625,6 +638,15 @@ of the same type as G.</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -662,15 +684,6 @@ of the same type as G.</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.4.html b/release/release_2.4.html
index 7597d464..bd548916 100644
--- a/release/release_2.4.html
+++ b/release/release_2.4.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.4 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.4 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.4';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.4.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.3" href="release_2.3.html" />
     <link rel="prev" title="NetworkX 2.5" href="release_2.5.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -928,6 +941,15 @@ integer values to lists of integers</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -970,15 +992,6 @@ integer values to lists of integers</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.5.html b/release/release_2.5.html
index 44e11bd8..59bc59c6 100644
--- a/release/release_2.5.html
+++ b/release/release_2.5.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.5 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.5 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.5';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.5.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.4" href="release_2.4.html" />
     <link rel="prev" title="NetworkX 2.6" href="release_2.6.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -1007,6 +1020,15 @@ Rename <code class="xref py py-obj docutils literal notranslate"><span class="pr
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1049,15 +1071,6 @@ Rename <code class="xref py py-obj docutils literal notranslate"><span class="pr
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.6.html b/release/release_2.6.html
index ae27ae0a..a16bacfa 100644
--- a/release/release_2.6.html
+++ b/release/release_2.6.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.5" href="release_2.5.html" />
     <link rel="prev" title="NetworkX 2.7" href="release_2.7.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -655,8 +668,8 @@ In <code class="xref py py-obj docutils literal notranslate"><span class="pre">t
 Use G.add_nodes_from(nodelist) to add them to G before converting.</p></li>
 <li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/4360">#4360</a>]
 Internally <a class="reference internal" href="../reference/generated/networkx.drawing.nx_pylab.draw_networkx_edges.html#networkx.drawing.nx_pylab.draw_networkx_edges" title="networkx.drawing.nx_pylab.draw_networkx_edges"><code class="xref py py-obj docutils literal notranslate"><span class="pre">nx_pylab.draw_networkx_edges</span></code></a> now always generates a
-list of <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a> rather than using
-a <a class="reference external" href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.LineCollection" title="(in Matplotlib v3.6.2)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.collections.LineCollection</span></code></a> for un-directed graphs.  This
+list of <a class="reference external" href="https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.FancyArrowPatch.html#matplotlib.patches.FancyArrowPatch" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.patches.FancyArrowPatch</span></code></a> rather than using
+a <a class="reference external" href="https://matplotlib.org/stable/api/collections_api.html#matplotlib.collections.LineCollection" title="(in Matplotlib v3.7.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">matplotlib.collections.LineCollection</span></code></a> for un-directed graphs.  This
 unifies interface for all types of graphs.  In
 addition to the API change this may cause a performance regression for
 large graphs.</p></li>
@@ -1247,6 +1260,15 @@ Deprecate <code class="docutils literal notranslate"><span class="pre">k_nearest
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1294,15 +1316,6 @@ Deprecate <code class="docutils literal notranslate"><span class="pre">k_nearest
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.7.1.html b/release/release_2.7.1.html
index 129307e6..967ebde1 100644
--- a/release/release_2.7.1.html
+++ b/release/release_2.7.1.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.7.1 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.7.1 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.7.1';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.7.1.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.7" href="release_2.7.html" />
     <link rel="prev" title="NetworkX 2.8" href="release_2.8.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -551,6 +564,15 @@
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -573,15 +595,6 @@
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.7.html b/release/release_2.7.html
index 6bef9fdb..b78ffd68 100644
--- a/release/release_2.7.html
+++ b/release/release_2.7.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.7 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.7 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.7';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.7.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.6" href="release_2.6.html" />
     <link rel="prev" title="NetworkX 2.7.1" href="release_2.7.1.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -543,11 +556,11 @@ problem: <a class="reference internal" href="../reference/algorithms/generated/n
 <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#FutureWarning" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FutureWarning</span></code></a> to all functions that return a <a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.matrix.html#numpy.matrix" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.matrix</span></code></a> instance.
 The <a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.matrix.html#numpy.matrix" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.matrix</span></code></a> class will be replaced with 2D <a class="reference external" href="https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray" title="(in NumPy v1.24)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.ndarray</span></code></a> instances
 in NetworkX 3.0.</p></li>
-<li><p>Added support for the <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/sparse.html#module-scipy.sparse" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.sparse</span></code></a> array interface. This includes
+<li><p>Added support for the <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/sparse.html#module-scipy.sparse" title="(in SciPy v1.10.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.sparse</span></code></a> array interface. This includes
 <a class="reference internal" href="../reference/generated/networkx.convert_matrix.to_scipy_sparse_array.html#networkx.convert_matrix.to_scipy_sparse_array" title="networkx.convert_matrix.to_scipy_sparse_array"><code class="xref py py-obj docutils literal notranslate"><span class="pre">to_scipy_sparse_array</span></code></a> and
 <a class="reference internal" href="../reference/generated/networkx.convert_matrix.from_scipy_sparse_array.html#networkx.convert_matrix.from_scipy_sparse_array" title="networkx.convert_matrix.from_scipy_sparse_array"><code class="xref py py-obj docutils literal notranslate"><span class="pre">from_scipy_sparse_array</span></code></a>. In NetworkX 3.0,
 sparse arrays will replace sparse matrices as the primary interface to
-<a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/sparse.html#module-scipy.sparse" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.sparse</span></code></a>. New code should use <code class="docutils literal notranslate"><span class="pre">to_scipy_sparse_array</span></code> and
+<a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/sparse.html#module-scipy.sparse" title="(in SciPy v1.10.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.sparse</span></code></a>. New code should use <code class="docutils literal notranslate"><span class="pre">to_scipy_sparse_array</span></code> and
 <code class="docutils literal notranslate"><span class="pre">from_scipy_sparse_array</span></code> instead of their matrix counterparts.
 In addition, many functions that currently return sparse matrices now raise
 a <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#FutureWarning" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FutureWarning</span></code></a> to indicate that they will return sparse arrays instead in
@@ -666,7 +679,7 @@ Improve performance of <code class="docutils literal notranslate"><span class="p
 <li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5131">#5131</a>]
 Allow <code class="docutils literal notranslate"><span class="pre">edge_style</span></code> to be a list of styles when drawing edges for DiGraphs.</p></li>
 <li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5139">#5139</a>]
-Add support for the <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/sparse.html#module-scipy.sparse" title="(in SciPy v1.10.0)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.sparse</span></code></a> array interface.</p></li>
+Add support for the <a class="reference external" href="https://docs.scipy.org/doc/scipy/reference/sparse.html#module-scipy.sparse" title="(in SciPy v1.10.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">scipy.sparse</span></code></a> array interface.</p></li>
 <li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5144">#5144</a>]
 Improve readibility of <code class="docutils literal notranslate"><span class="pre">node_classification</span></code> functions.</p></li>
 <li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5145">#5145</a>]
@@ -943,6 +956,15 @@ Deprecate redundant <code class="docutils literal notranslate"><span class="pre"
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -990,15 +1012,6 @@ Deprecate redundant <code class="docutils literal notranslate"><span class="pre"
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.1.html b/release/release_2.8.1.html
index 74caeeeb..6f35d8dd 100644
--- a/release/release_2.8.1.html
+++ b/release/release_2.8.1.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8.1 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8.1 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8.1';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.1.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.8" href="release_2.8.html" />
     <link rel="prev" title="NetworkX 2.8.2" href="release_2.8.2.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -647,6 +660,15 @@ algorithms, for example it yields incorrect results for <code class="xref py py-
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -679,15 +701,6 @@ algorithms, for example it yields incorrect results for <code class="xref py py-
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.2.html b/release/release_2.8.2.html
index 5ad330b7..157b2a4e 100644
--- a/release/release_2.8.2.html
+++ b/release/release_2.8.2.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8.2 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8.2 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8.2';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.2.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.8.1" href="release_2.8.1.html" />
     <link rel="prev" title="NetworkX 2.8.3" href="release_2.8.3.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -555,6 +568,15 @@ Please send comments and questions to the <a class="reference external" href="ht
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -582,15 +604,6 @@ Please send comments and questions to the <a class="reference external" href="ht
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.3.html b/release/release_2.8.3.html
index c49cd961..1fb0fc93 100644
--- a/release/release_2.8.3.html
+++ b/release/release_2.8.3.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8.3 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8.3 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8.3';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.3.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.8.2" href="release_2.8.2.html" />
     <link rel="prev" title="NetworkX 2.8.4" href="release_2.8.4.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -575,6 +588,15 @@ Please send comments and questions to the <a class="reference external" href="ht
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -602,15 +624,6 @@ Please send comments and questions to the <a class="reference external" href="ht
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.4.html b/release/release_2.8.4.html
index 9dfe34c0..dfa5baf7 100644
--- a/release/release_2.8.4.html
+++ b/release/release_2.8.4.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8.4 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8.4 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8.4';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.4.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.8.3" href="release_2.8.3.html" />
     <link rel="prev" title="NetworkX 2.8.5" href="release_2.8.5.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -576,6 +589,15 @@ Please send comments and questions to the <a class="reference external" href="ht
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -603,15 +625,6 @@ Please send comments and questions to the <a class="reference external" href="ht
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.5.html b/release/release_2.8.5.html
index 13d9a8b2..3a44bc47 100644
--- a/release/release_2.8.5.html
+++ b/release/release_2.8.5.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8.5 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8.5 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8.5';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.5.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.8.4" href="release_2.8.4.html" />
     <link rel="prev" title="NetworkX 2.8.6" href="release_2.8.6.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -577,6 +590,15 @@ Please send comments and questions to the <a class="reference external" href="ht
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +626,6 @@ Please send comments and questions to the <a class="reference external" href="ht
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.6.html b/release/release_2.8.6.html
index 256630d4..594f554e 100644
--- a/release/release_2.8.6.html
+++ b/release/release_2.8.6.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8.6 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8.6 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8.6';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.6.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.8.5" href="release_2.8.5.html" />
     <link rel="prev" title="NetworkX 2.8.7" href="release_2.8.7.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">NetworkX 2.8.6</a></li>
@@ -594,6 +607,15 @@ several bugs and improve performance.</p></li>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -626,15 +648,6 @@ several bugs and improve performance.</p></li>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.7.html b/release/release_2.8.7.html
index b078c36c..e3f0de72 100644
--- a/release/release_2.8.7.html
+++ b/release/release_2.8.7.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8.7 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8.7 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8.7';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.7.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.8.6" href="release_2.8.6.html" />
     <link rel="prev" title="NetworkX 2.8.8" href="release_2.8.8.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -572,6 +585,15 @@ a node that was not in the Graph. The behavior has been updated so that
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -604,15 +626,6 @@ a node that was not in the Graph. The behavior has been updated so that
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.8.html b/release/release_2.8.8.html
index 3f1ff8c1..a70d28e4 100644
--- a/release/release_2.8.8.html
+++ b/release/release_2.8.8.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8.8 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8.8 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8.8';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.8.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.8.7" href="release_2.8.7.html" />
-    <link rel="prev" title="NetworkX 3.0 (unreleased)" href="release_dev.html" />
+    <link rel="prev" title="NetworkX 3.0" href="release_3.0.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -589,6 +602,15 @@ Please send comments and questions to the <a class="reference external" href="ht
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -616,15 +638,6 @@ Please send comments and questions to the <a class="reference external" href="ht
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_2.8.html b/release/release_2.8.html
index b16e24b9..0f357bcf 100644
--- a/release/release_2.8.html
+++ b/release/release_2.8.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 2.8 &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>NetworkX 2.8 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_2.8';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_2.8.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="NetworkX 2.7.1" href="release_2.7.1.html" />
     <link rel="prev" title="NetworkX 2.8.1" href="release_2.8.1.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -247,7 +259,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -410,7 +422,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -441,7 +453,8 @@
   </p>
   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1"><a class="reference internal" href="release_dev.html">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_dev.html">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -666,6 +679,15 @@ Deprecate <code class="docutils literal notranslate"><span class="pre">utils.mis
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -708,15 +730,6 @@ Deprecate <code class="docutils literal notranslate"><span class="pre">utils.mis
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/release/release_3.0.html b/release/release_3.0.html
new file mode 100644
index 00000000..917a60a6
--- /dev/null
+++ b/release/release_3.0.html
@@ -0,0 +1,975 @@
+
+<!DOCTYPE html>
+
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
+
+    <title>NetworkX 3.0 &#8212; NetworkX 3.1rc1.dev0 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../_static/styles/theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+<link href="../_static/styles/bootstrap.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+
+  
+  <link href="../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=796348d33e8b1d947c94" rel="stylesheet">
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2">
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2">
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2">
+
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/sg_gallery-binder.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/sg_gallery-dataframe.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/sg_gallery-rendered-html.css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=796348d33e8b1d947c94">
+<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=796348d33e8b1d947c94">
+
+    <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+    <script src="../_static/jquery.js"></script>
+    <script src="../_static/underscore.js"></script>
+    <script src="../_static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../_static/doctools.js"></script>
+    <script src="../_static/sphinx_highlight.js"></script>
+    <script src="../_static/copybutton.js"></script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_3.0';</script>
+    <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_3.0.html" />
+    <link rel="search" type="application/opensearchdescription+xml"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
+          href="../_static/opensearch.xml"/>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="NetworkX 2.8.8" href="release_2.8.8.html" />
+    <link rel="prev" title="3.1 (unreleased)" href="release_dev.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
+  <meta name="viewport" content="width=device-width, initial-scale=1" />
+  <meta name="docsearch:language" content="en"> 
+  </head>
+  
+  
+  <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="180" data-default-mode="light">
+
+  
+  
+  <a class="skip-link" href="#main-content">Skip to main content</a> 
+<div class="container-fluid version-alert devbar">
+  <div class="row no-gutters">
+    <div class="col-12 text-center">
+      This page is documentation for a DEVELOPMENT / PRE-RELEASE version.
+      <a
+        class="btn version-stable font-weight-bold ml-3 my-3 align-baseline"
+        href="https://networkx.org/documentation/stable/"
+        >Switch to stable version</a
+      >
+    </div>
+  </div>
+</div>
+
+
+  
+  <input type="checkbox" class="sidebar-toggle" name="__primary" id="__primary">
+  <label class="overlay overlay-primary" for="__primary"></label>
+
+  
+  <input type="checkbox" class="sidebar-toggle" name="__secondary" id="__secondary">
+  <label class="overlay overlay-secondary" for="__secondary"></label>
+
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+      
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+    </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
+  </div>
+
+  
+  <nav class="bd-header navbar navbar-expand-lg bd-navbar" id="navbar-main"><div class="bd-header__inner bd-page-width">
+  <label class="sidebar-toggle primary-toggle" for="__primary">
+      <span class="fa-solid fa-bars"></span>
+  </label>
+  <div id="navbar-start">
+    
+    
+  
+
+
+<a class="navbar-brand logo" href="../index.html">
+
+  
+  
+  
+  
+  
+  
+  
+
+  
+    <img src="../_static/networkx_banner.svg" class="logo__image only-light" alt="Logo image">
+    <img src="../_static/networkx_banner.svg" class="logo__image only-dark" alt="Logo image">
+  
+  
+</a>
+    
+  </div>
+
+  
+  <div class="col-lg-9 navbar-header-items">
+    <div id="navbar-center" class="mr-auto">
+      
+      <div class="navbar-center-item">
+        <nav class="navbar-nav">
+    <p class="sidebar-header-items__title" role="heading" aria-level="1" aria-label="Site Navigation">
+        Site Navigation
+    </p>
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+  <section id="networkx-3-0">
+<h1>NetworkX 3.0<a class="headerlink" href="#networkx-3-0" title="Permalink to this heading">#</a></h1>
+<p>Release date: 7 January 2023</p>
+<p>Supports Python 3.8, 3.9, 3.10, and 3.11.</p>
+<p>NetworkX is a Python package for the creation, manipulation, and study of the
+structure, dynamics, and functions of complex networks.</p>
+<p>For more information, please visit our <a class="reference external" href="https://networkx.org/">website</a>
+and our <a class="reference internal" href="../auto_examples/index.html#examples-gallery"><span class="std std-ref">gallery of examples</span></a>.
+Please send comments and questions to the <a class="reference external" href="http://groups.google.com/group/networkx-discuss">networkx-discuss mailing list</a>.</p>
+<section id="highlights">
+<h2>Highlights<a class="headerlink" href="#highlights" title="Permalink to this heading">#</a></h2>
+<p>This release is the result of 8 months of work with over 180 changes by
+41 contributors. We also have a <a class="reference external" href="https://networkx.org/documentation/latest/release/migration_guide_from_2.x_to_3.0.html">guide for people moving from NetworkX 2.X
+to NetworkX 3.0</a>. Highlights include:</p>
+<ul class="simple">
+<li><p>Better syncing between G._succ and G._adj for directed G.
+And slightly better speed from all the core adjacency data structures.
+G.adj is now a cached_property while still having the cache reset when
+G._adj is set to a new dict (which doesn’t happen very often).
+Note: We have always assumed that G._succ and G._adj point to the same
+object. But we did not enforce it well. If you have somehow worked
+around our attempts and are relying on these private attributes being
+allowed to be different from each other due to loopholes in our previous
+code, you will have to look for other loopholes in our new code
+(or subclass DiGraph to explicitly allow this).</p></li>
+<li><p>If your code sets G._succ or G._adj to new dictionary-like objects, you no longer
+have to set them both. Setting either will ensure the other is set as well.
+And the cached_properties G.adj and G.succ will be rest accordingly too.</p></li>
+<li><p>If you use the presence of the attribute <code class="xref py py-obj docutils literal notranslate"><span class="pre">_adj</span></code> as a criteria for the object
+being a Graph instance, that code may need updating. The graph classes
+themselves now have an attribute <code class="xref py py-obj docutils literal notranslate"><span class="pre">_adj</span></code>. So, it is possible that whatever you
+are checking might be a class rather than an instance. We suggest you check
+for attribute <code class="xref py py-obj docutils literal notranslate"><span class="pre">_adj</span></code> to verify it is like a NetworkX graph object or type and
+then <code class="xref py py-obj docutils literal notranslate"><span class="pre">type(obj)</span> <span class="pre">is</span> <span class="pre">type</span></code> to check if it is a class.</p></li>
+<li><p>We have added an <a class="reference external" href="https://github.com/networkx/networkx/pull/6000">experimental plugin feature</a>,
+which let users choose alternate backends like GraphBLAS, CuGraph for computation. This is an
+opt-in feature and may change in future releases.</p></li>
+<li><p>Improved integration with the general <a class="reference external" href="https://networkx.org/documentation/latest/release/migration_guide_from_2.x_to_3.0.html#improved-integration-with-scientific-python">Scientific Python ecosystem</a>.</p></li>
+<li><p>New drawing feature (module and tests) from NetworkX graphs to the TikZ library of TeX/LaTeX.
+The basic interface is <code class="docutils literal notranslate"><span class="pre">nx.to_latex(G,</span> <span class="pre">pos,</span> <span class="pre">**options)</span></code> to construct a string of latex code or
+<code class="docutils literal notranslate"><span class="pre">nx.write_latex(G,</span> <span class="pre">filename,</span> <span class="pre">as_document=True,</span> <span class="pre">**options)</span></code> to write the string to a file.</p></li>
+<li><p>Added an improved subgraph isomorphism algorithm called VF2++.</p></li>
+</ul>
+</section>
+<section id="improvements">
+<h2>Improvements<a class="headerlink" href="#improvements" title="Permalink to this heading">#</a></h2>
+<ul class="simple">
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5663">#5663</a>]
+Implements edge swapping for directed graphs.</p></li>
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5883">#5883</a>]
+Replace the implementation of <code class="docutils literal notranslate"><span class="pre">lowest_common_ancestor</span></code> and
+<code class="docutils literal notranslate"><span class="pre">all_pairs_lowest_common_ancestor</span></code> with a “naive” algorithm to fix
+several bugs and improve performance.</p></li>
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5912">#5912</a>]
+The <code class="docutils literal notranslate"><span class="pre">mapping</span></code> argument of the <code class="docutils literal notranslate"><span class="pre">relabel_nodes</span></code> function can be either a
+mapping or a function that creates a mapping. <code class="docutils literal notranslate"><span class="pre">relabel_nodes</span></code> first checks
+whether the <code class="docutils literal notranslate"><span class="pre">mapping</span></code> is callable - if so, then it is used as a function.
+This fixes a bug related for <code class="docutils literal notranslate"><span class="pre">mapping=str</span></code> and may change the behavior for
+other <code class="docutils literal notranslate"><span class="pre">mapping</span></code> arguments that implement both <code class="docutils literal notranslate"><span class="pre">__getitem__</span></code> and
+<code class="docutils literal notranslate"><span class="pre">__call__</span></code>.</p></li>
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5898">#5898</a>]
+Implements computing and checking for minimal d-separators between two nodes.
+Also adds functionality to DAGs for computing v-structures.</p></li>
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5943">#5943</a>]
+<code class="docutils literal notranslate"><span class="pre">is_path</span></code> used to raise a <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#KeyError" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">KeyError</span></code></a> when the <code class="docutils literal notranslate"><span class="pre">path</span></code> argument contained
+a node that was not in the Graph. The behavior has been updated so that
+<code class="docutils literal notranslate"><span class="pre">is_path</span></code> returns <a class="reference external" href="https://docs.python.org/3/library/constants.html#False" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">False</span></code></a> in this case rather than raising the exception.</p></li>
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/6003">#6003</a>]
+<code class="docutils literal notranslate"><span class="pre">avg_shortest_path_length</span></code> now raises an exception if the provided
+graph is directed but not strongly connected. The previous test (weak
+connecting) was wrong; in that case, the returned value was nonsensical.</p></li>
+</ul>
+</section>
+<section id="api-changes">
+<h2>API Changes<a class="headerlink" href="#api-changes" title="Permalink to this heading">#</a></h2>
+<ul class="simple">
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5813">#5813</a>]
+OrderedGraph and other Ordered classes are replaced by Graph because
+Python dicts (and thus networkx graphs) now maintain order.</p></li>
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5899">#5899</a>]
+The <code class="xref py py-obj docutils literal notranslate"><span class="pre">attrs</span></code> keyword argument will be replaced with keyword only arguments
+<code class="xref py py-obj docutils literal notranslate"><span class="pre">source</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">target</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">link</span></code> for <code class="xref py py-obj docutils literal notranslate"><span class="pre">json_graph/node_link</span></code> functions.</p></li>
+</ul>
+</section>
+<section id="deprecations">
+<h2>Deprecations<a class="headerlink" href="#deprecations" title="Permalink to this heading">#</a></h2>
+<ul class="simple">
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/issues/5723">#5723</a>]
+<code class="docutils literal notranslate"><span class="pre">nx.nx_pydot.*</span></code> will be deprecated in the future if pydot isn’t being
+actively maintained. Users are recommended to use pygraphviz instead.</p></li>
+<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5899">#5899</a>]
+The <code class="xref py py-obj docutils literal notranslate"><span class="pre">attrs</span></code> keyword argument will be replaced with keyword only arguments
+<code class="xref py py-obj docutils literal notranslate"><span class="pre">source</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">target</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">link</span></code> for <code class="xref py py-obj docutils literal notranslate"><span class="pre">json_graph/node_link</span></code> functions.</p></li>
+</ul>
+</section>
+<section id="merged-prs">
+<h2>Merged PRs<a class="headerlink" href="#merged-prs" title="Permalink to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Bump release version</p></li>
+<li><p>Add characteristic polynomial example to polynomials docs (#5730)</p></li>
+<li><p>Remove deprecated function is_string_like (#5738)</p></li>
+<li><p>Remove deprecated function make_str (#5739)</p></li>
+<li><p>Remove unused ‘name’ parameter from <code class="xref py py-obj docutils literal notranslate"><span class="pre">union</span></code> (#5741)</p></li>
+<li><p>Remove deprecated function is_iterator (#5740)</p></li>
+<li><p>Remove deprecated <code class="xref py py-obj docutils literal notranslate"><span class="pre">euclidean</span></code> from geometric.py (#5744)</p></li>
+<li><p>Remove deprecated function utils.consume (#5745)</p></li>
+<li><p>Rm <code class="xref py py-obj docutils literal notranslate"><span class="pre">to_numpy_recarray</span></code> (#5737)</p></li>
+<li><p>Remove deprecated function utils.empty_generator (#5748)</p></li>
+<li><p>Rm jit.py (#5751)</p></li>
+<li><p>Remove deprecated context managers (#5752)</p></li>
+<li><p>Remove deprecated function utils.to_tuple (#5755)</p></li>
+<li><p>Remove deprecated display_pygraphviz (#5754)</p></li>
+<li><p>Remove to_numpy_matrix &amp; from_numpy_matrix (#5746)</p></li>
+<li><p>Remove deprecated decorator preserve_random_state (#5768)</p></li>
+<li><p>Remove deprecated function is_list_of_ints (#5743)</p></li>
+<li><p>Remove decorator random_state (#5770)</p></li>
+<li><p>remove <code class="xref py py-obj docutils literal notranslate"><span class="pre">adj_matrix</span></code> from <code class="xref py py-obj docutils literal notranslate"><span class="pre">linalg/graphmatrix.py</span></code> (#5753)</p></li>
+<li><p>Remove betweenness_centrality_source (#5786)</p></li>
+<li><p>Remove deprecated simrank_similarity_numpy (#5783)</p></li>
+<li><p>Remove networkx.testing subpackage (#5782)</p></li>
+<li><p>Change PyDot PendingDeprecation to Deprecation (#5781)</p></li>
+<li><p>Remove deprecated numeric_mixing_matrix (#5777)</p></li>
+<li><p>Remove deprecated functions make_small_graph and make_small_undirected_graph (#5761)</p></li>
+<li><p>Remove _naive_greedy_modularity_communities (#5760)</p></li>
+<li><p>Make chordal_graph_cliques a generator (#5758)</p></li>
+<li><p>update cytoscape functions to drop old signature (#5784)</p></li>
+<li><p>Remove deprecated functions dict_to_numpy_array2 and dict_to_numpy_array1 (#5756)</p></li>
+<li><p>Remove deprecated function utils.default_opener (#5747)</p></li>
+<li><p>Remove deprecated function iterable (#5742)</p></li>
+<li><p>remove old attr keyword from json_graph/tree (#5785)</p></li>
+<li><p>Remove generate_unique_node (#5780)</p></li>
+<li><p>Replace node_classification subpackage with a module (#5774)</p></li>
+<li><p>Remove gpickle (#5773)</p></li>
+<li><p>Remove deprecated function extrema_bounding (#5757)</p></li>
+<li><p>Remove coverage and performance from quality (#5775)</p></li>
+<li><p>Update return type of google_matrix to numpy.ndarray (#5762)</p></li>
+<li><p>Remove deprecated k-nearest-neighbors (#5769)</p></li>
+<li><p>Remove gdal dependency (#5766)</p></li>
+<li><p>Update return type of attrmatrix (#5764)</p></li>
+<li><p>Remove unused deprecated argument from to_pandas_edgelist (#5778)</p></li>
+<li><p>Remove deprecated function edge_betweeness (#5765)</p></li>
+<li><p>Remove pyyaml dependency (#5763)</p></li>
+<li><p>Remove copy methods for Filter* coreviews (#5776)</p></li>
+<li><p>Remove deprecated function nx.info (#5759)</p></li>
+<li><p>Remove deprecated n_communities argument from greedy_modularity_communities (#5789)</p></li>
+<li><p>Remove deprecated functions hub_matrix and authority_matrix (#5767)</p></li>
+<li><p>Make HITS numpy and scipy private functions (#5771)</p></li>
+<li><p>Add Triad example plot (#5528)</p></li>
+<li><p>Add gallery example visualizing DAG with multiple layouts (#5432)</p></li>
+<li><p>Make pagerank numpy and scipy private functions (#5772)</p></li>
+<li><p>Implement directed edge swap (#5663)</p></li>
+<li><p>Update relabel.py to preserve node order (#5258)</p></li>
+<li><p>Modify DAG example to show topological layout. (#5835)</p></li>
+<li><p>Add docstring example for self-ancestors/descendants (#5802)</p></li>
+<li><p>Update precommit linters (#5839)</p></li>
+<li><p>remove to/from_scipy_sparse_matrix (#5779)</p></li>
+<li><p>Clean up from PR #5779 (#5841)</p></li>
+<li><p>Corona Product (#5223)</p></li>
+<li><p>Add direct link to github networkx org sponsorship (#5843)</p></li>
+<li><p>added examples to efficiency_measures.py (#5643)</p></li>
+<li><p>added examples to regular.py (#5642)</p></li>
+<li><p>added examples to degree_alg.py (#5644)</p></li>
+<li><p>Add docstring examples for triads functions (#5522)</p></li>
+<li><p>Fix docbuild warnings: is_string_like is removed and identation in corona product (#5845)</p></li>
+<li><p>Use py_random_state to control randomness of random_triad (#5847)</p></li>
+<li><p>Remove OrderedGraphs (#5813)</p></li>
+<li><p>Drop NumPy 1.19 (#5856)</p></li>
+<li><p>Speed up unionfind a bit by not adding root node in the path (#5844)</p></li>
+<li><p>Minor doc fixups (#5868)</p></li>
+<li><p>Attempt to reverse slowdown from hasattr  needed for cached_property (#5836)</p></li>
+<li><p>make lazy_import private and remove its internal use (#5878)</p></li>
+<li><p>strategy_saturation_largest_first now accepts partial colorings (#5888)</p></li>
+<li><p>Add weight distance metrics (#5305)</p></li>
+<li><p>docstring updates for <code class="xref py py-obj docutils literal notranslate"><span class="pre">union</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">disjoint_union</span></code>, and <code class="xref py py-obj docutils literal notranslate"><span class="pre">compose</span></code> (#5892)</p></li>
+<li><p>Update precommit hooks (#5923)</p></li>
+<li><p>Remove old Appveyor cruft (#5924)</p></li>
+<li><p>signature change for <code class="xref py py-obj docutils literal notranslate"><span class="pre">node_link</span></code> functions: for issue #5787 (#5899)</p></li>
+<li><p>Replace LCA with naive implementations (#5883)</p></li>
+<li><p>Bump nodelink args deprecation expiration to v3.2 (#5933)</p></li>
+<li><p>Update mapping logic in <code class="xref py py-obj docutils literal notranslate"><span class="pre">relabel_nodes</span></code> (#5912)</p></li>
+<li><p>Update pygraphviz (#5934)</p></li>
+<li><p>Further improvements to strategy_saturation_largest_first (#5935)</p></li>
+<li><p>Arf layout (#5910)</p></li>
+<li><p>[ENH] Find and verify a minimal D-separating set in DAG (#5898)</p></li>
+<li><p>Add Mehlhorn Steiner approximations (#5629)</p></li>
+<li><p>Preliminary VF2++ Implementation (#5788)</p></li>
+<li><p>Minor docstring touchups and test refactor for <code class="xref py py-obj docutils literal notranslate"><span class="pre">is_path</span></code> (#5967)</p></li>
+<li><p>Switch to relative import for vf2pp_helpers. (#5973)</p></li>
+<li><p>Add vf2pp_helpers subpackage to wheel (#5975)</p></li>
+<li><p>Enhance biconnected components to avoid indexing (#5974)</p></li>
+<li><p>Update mentored projects list (#5985)</p></li>
+<li><p>Add concurrency hook to cancel jobs on new push. (#5986)</p></li>
+<li><p>Make all.py generator friendly (#5984)</p></li>
+<li><p>Only run scheduled pytest-randomly job in main repo. (#5993)</p></li>
+<li><p>Fix steiner tree test (#5999)</p></li>
+<li><p>Update doc requirements (#6008)</p></li>
+<li><p>VF2++ for Directed Graphs (#5972)</p></li>
+<li><p>Fix defect and update docs for MappedQueue, related to gh-5681 (#5939)</p></li>
+<li><p>Update pydata-sphinx-theme (#6012)</p></li>
+<li><p>Update numpydoc (#6022)</p></li>
+<li><p>Fixed test for average shortest path in the case of directed graphs (#6003)</p></li>
+<li><p>Update deprecations after 3.0 dep sprint (#6031)</p></li>
+<li><p>Use scipy.sparse array datastructure (#6037)</p></li>
+<li><p>Designate 3.0b1 release</p></li>
+<li><p>Bump release version</p></li>
+<li><p>Use org funding.yml</p></li>
+<li><p>Update which flow functions support the cutoff argument (#6085)</p></li>
+<li><p>Update GML parsing/writing to allow empty lists/tuples as node attributes (#6093)</p></li>
+<li><p>Warn on unused visualization kwargs that only apply to FancyArrowPatch edges (#6098)</p></li>
+<li><p>Fix weighted MultiDiGraphs in DAG longest path algorithms + add additional tests (#5988)</p></li>
+<li><p>Circular center node layout (#6114)</p></li>
+<li><p>Fix doc inconsistencies related to cutoff in connectivity.py and disjoint_paths.py (#6113)</p></li>
+<li><p>Remove deprecated maxcardinality parameter from min_weight_matching (#6146)</p></li>
+<li><p>Remove deprecated <code class="xref py py-obj docutils literal notranslate"><span class="pre">find_cores</span></code> (#6139)</p></li>
+<li><p>Remove deprecated project function from bipartite package. (#6147)</p></li>
+<li><p>Improve test coverage for voterank algorithm (#6161)</p></li>
+<li><p>plugin based backend infrastructure to use multiple computation backends (#6000)</p></li>
+<li><p>Undocumented parameters in dispersion (#6183)</p></li>
+<li><p>Swap.py coverage to 100 (#6176)</p></li>
+<li><p>Improve test coverage for current_flow_betweenness module (#6143)</p></li>
+<li><p>Completed Testing in community.py resolves issue #6184 (#6185)</p></li>
+<li><p>Added an example to algebraic_connectivity (#6153)</p></li>
+<li><p>Add ThinGraph example to Multi*Graph doc_strings (#6160)</p></li>
+<li><p>Fix defect in eulerize, replace reciprocal edge weights (#6145)</p></li>
+<li><p>For issue #6030 Add test coverage for algorithms in beamsearch.py (#6087)</p></li>
+<li><p>Improve test coverage expanders stochastic graph generators (#6073)</p></li>
+<li><p>Update developer requirements  (#6194)</p></li>
+<li><p>Designate 3.0rc1 release</p></li>
+<li><p>Bump release version</p></li>
+<li><p>Tests added in test_centrality.py (#6200)</p></li>
+<li><p>add laplacian_spectrum example (#6169)</p></li>
+<li><p>PR for issue #6033 Improve test coverage for algorithms in betweenness_subset.py #6033 (#6083)</p></li>
+<li><p>Di graph edges doc fix (#6108)</p></li>
+<li><p>Improve coverage for core.py (#6116)</p></li>
+<li><p>Add clear edges method as a method to be frozen by nx.freeze (#6190)</p></li>
+<li><p>Adds LCA test case for self-ancestors from gh-4458. (#6218)</p></li>
+<li><p>Minor Python 2 cleanup (#6219)</p></li>
+<li><p>Add example laplacian matrix  (#6168)</p></li>
+<li><p>Revert 6219 and delete comment. (#6222)</p></li>
+<li><p>fix wording in error message (#6228)</p></li>
+<li><p>Rm incorrect test case for connected edge swap (#6223)</p></li>
+<li><p>add missing <code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span></code> to function called by <code class="xref py py-obj docutils literal notranslate"><span class="pre">connected_double_edge_swap</span></code> (#6231)</p></li>
+<li><p>Hide edges with a weight of None in A*. (#5945)</p></li>
+<li><p>Add dfs_labeled_edges reporting of reverse edges due to depth_limit. (#6240)</p></li>
+<li><p>Warn users about duplicate nodes in generator function input (#6237)</p></li>
+<li><p>Reenable geospatial examples (#6252)</p></li>
+<li><p>Draft 3.0 release notes (#6232)</p></li>
+<li><p>Add 2.8.x release notes (#6255)</p></li>
+<li><p>doc: clarify allowed <code class="xref py py-obj docutils literal notranslate"><span class="pre">alpha</span></code> when using nx.draw_networkx_edges (#6254)</p></li>
+<li><p>Add a contributor (#6256)</p></li>
+<li><p>Allow MultiDiGraphs for LCA (#6234)</p></li>
+<li><p>Update simple_paths.py to improve readability of the BFS. (#6273)</p></li>
+<li><p>doc: update documentation when providing an iterator over current graph to add/remove_edges_from. (#6268)</p></li>
+<li><p>Fix bug vf2pp is isomorphic issue 6257 (#6270)</p></li>
+<li><p>Improve test coverage for Eigenvector centrality  (#6227)</p></li>
+<li><p>Bug fix in swap: directed_edge_swap and double_edge_swap  (#6149)</p></li>
+<li><p>Adding a test to verify that a NetworkXError is raised when calling n… (#6265)</p></li>
+<li><p>Pin to sphinx 5.2.3 (#6277)</p></li>
+<li><p>Update pre-commit hooks (#6278)</p></li>
+<li><p>Update GH actions (#6280)</p></li>
+<li><p>Fix links in release notes (#6281)</p></li>
+<li><p>bug fix in smallworld.py: random_reference and lattice_reference (#6151)</p></li>
+<li><p>[DOC] Follow numpydoc standard in barbell_graph documentation (#6286)</p></li>
+<li><p>Update simple_paths.py: consistent behaviour for <code class="xref py py-obj docutils literal notranslate"><span class="pre">is_simple_path</span></code> when path contains nodes not in the graph. (#6272)</p></li>
+<li><p>Correctly point towards 2.8.8 in release notes (#6298)</p></li>
+<li><p>Isomorphism improve documentation (#6295)</p></li>
+<li><p>Improvements and test coverage for <code class="xref py py-obj docutils literal notranslate"><span class="pre">line.py</span></code> (#6215)</p></li>
+<li><p>Fix typo in Katz centrality comment (#6310)</p></li>
+<li><p>Broken link in isomorphism documentation (#6296)</p></li>
+<li><p>Update copyright years to 2023 (#6322)</p></li>
+<li><p>fix warnings for make doctest (#6323)</p></li>
+<li><p>fix whitespace issue in test_internet_as_graph (#6324)</p></li>
+<li><p>Create a Tikz latex drawing feature for networkx (#6238)</p></li>
+<li><p>Fix docstrings (#6329)</p></li>
+<li><p>Fix documentation deployment (#6330)</p></li>
+<li><p>Fix links to migration guide (#6331)</p></li>
+<li><p>Fix links to migration guide (#6331)</p></li>
+<li><p>Fix typo in readme file (#6312)</p></li>
+<li><p>Fix typos in the networkx codebase (#6335)</p></li>
+<li><p>Refactor vf2pp modules and test files (#6334)</p></li>
+</ul>
+</section>
+<section id="contributors">
+<h2>Contributors<a class="headerlink" href="#contributors" title="Permalink to this heading">#</a></h2>
+<ul class="simple">
+<li><p>0ddoe_s</p></li>
+<li><p>Abangma Jessika</p></li>
+<li><p>Adam Li</p></li>
+<li><p>Adam Richardson</p></li>
+<li><p>Ali Faraji</p></li>
+<li><p>Alimi Qudirah</p></li>
+<li><p>Anurag Bhat</p></li>
+<li><p>Ben Heil</p></li>
+<li><p>Brian Hou</p></li>
+<li><p>Casper van Elteren</p></li>
+<li><p>danieleades</p></li>
+<li><p>Dan Schult</p></li>
+<li><p>ddelange</p></li>
+<li><p>Dilara Tekinoglu</p></li>
+<li><p>Dimitrios Papageorgiou</p></li>
+<li><p>Douglas K. G. Araujo</p></li>
+<li><p>Erik Welch</p></li>
+<li><p>George Watkins</p></li>
+<li><p>Guy Aglionby</p></li>
+<li><p>Isaac Western</p></li>
+<li><p>Jarrod Millman</p></li>
+<li><p>Jim Kitchen</p></li>
+<li><p>Juanita Gomez</p></li>
+<li><p>Kevin Brown</p></li>
+<li><p>Konstantinos Petridis</p></li>
+<li><p>ladykkk</p></li>
+<li><p>Lucas H. McCabe</p></li>
+<li><p>Ludovic Stephan</p></li>
+<li><p>Lukong123</p></li>
+<li><p>Matt Schwennesen</p></li>
+<li><p>Michael Holtz</p></li>
+<li><p>Morrison Turnansky</p></li>
+<li><p>Mridul Seth</p></li>
+<li><p>nsengaw4c</p></li>
+<li><p>Okite chimaobi Samuel</p></li>
+<li><p>Paula Pérez Bianchi</p></li>
+<li><p>Radoslav Fulek</p></li>
+<li><p>reneechebbo</p></li>
+<li><p>Ross Barnowski</p></li>
+<li><p>Sebastiano Vigna</p></li>
+<li><p>stevenstrickler</p></li>
+<li><p>Sultan Orazbayev</p></li>
+<li><p>Tina Oberoi</p></li>
+</ul>
+</section>
+</section>
+
+
+            </article>
+            
+            
+            
+          </div>
+          
+          
+          
+            <div class="bd-sidebar-secondary bd-toc">
+              
+<div class="toc-item">
+  
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
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+<div class="toc-item">
+  
+<div class="tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+</div>
+<nav id="bd-toc-nav" class="page-toc">
+    <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#highlights">
+   Highlights
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#improvements">
+   Improvements
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#api-changes">
+   API Changes
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#deprecations">
+   Deprecations
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#merged-prs">
+   Merged PRs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#contributors">
+   Contributors
+  </a>
+ </li>
+</ul>
+
+</nav>
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+<div class="toc-item">
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+    
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
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+ 
+  <footer class="bd-footer"><div class="bd-footer__inner container">
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+  <div class="footer-item">
+    
+<p class="copyright">
+
+    &copy; Copyright 2004-2023, NetworkX Developers.<br>
+
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    <p class="theme-version">
+    Built with the
+    <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">
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+</p>
+  </div>
+  
+  <div class="footer-item">
+    
+<p class="sphinx-version">
+Created using <a href="http://sphinx-doc.org/">Sphinx</a> 5.2.3.<br>
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diff --git a/release/release_dev.html b/release/release_dev.html
index 0cb4f2ce..506d2b82 100644
--- a/release/release_dev.html
+++ b/release/release_dev.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>NetworkX 3.0 (unreleased) &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>3.1 (unreleased) &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -47,14 +47,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'release/release_dev';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/release/release_dev.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="../_static/opensearch.xml"/>
     <link rel="index" title="Index" href="../genindex.html" />
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-    <link rel="next" title="NetworkX 2.8.8" href="release_2.8.8.html" />
+    <link rel="next" title="NetworkX 3.0" href="release_3.0.html" />
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+<script
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+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
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@@ -96,6 +102,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
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+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
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@@ -247,7 +259,7 @@
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-      v3.0rc2.dev0
+      v3.1rc1.dev0
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@@ -410,7 +422,7 @@
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+      v3.1rc1.dev0
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@@ -441,7 +453,8 @@
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   <div class="bd-toc-item navbar-nav">
     <ul class="current nav bd-sidenav">
-<li class="toctree-l1 current active"><a class="current reference internal" href="#">NetworkX 3.0 (unreleased)</a></li>
+<li class="toctree-l1 current active"><a class="current reference internal" href="#">3.1 (unreleased)</a></li>
+<li class="toctree-l1"><a class="reference internal" href="release_3.0.html">NetworkX 3.0</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.8.html">NetworkX 2.8.8</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.7.html">NetworkX 2.8.7</a></li>
 <li class="toctree-l1"><a class="reference internal" href="release_2.8.6.html">NetworkX 2.8.6</a></li>
@@ -508,10 +521,10 @@
             
             <article class="bd-article" role="main">
               
-  <section id="networkx-3-0-unreleased">
-<h1>NetworkX 3.0 (unreleased)<a class="headerlink" href="#networkx-3-0-unreleased" title="Permalink to this heading">#</a></h1>
+  <section id="unreleased">
+<h1>3.1 (unreleased)<a class="headerlink" href="#unreleased" title="Permalink to this heading">#</a></h1>
 <p>Release date: TBD</p>
-<p>Supports Python 3.8, 3.9, 3.10, and 3.11.</p>
+<p>Supports Python 3.9, 3.10, and 3.11.</p>
 <p>NetworkX is a Python package for the creation, manipulation, and study of the
 structure, dynamics, and functions of complex networks.</p>
 <p>For more information, please visit our <a class="reference external" href="https://networkx.org/">website</a>
@@ -519,253 +532,25 @@ and our <a class="reference internal" href="../auto_examples/index.html#examples
 Please send comments and questions to the <a class="reference external" href="http://groups.google.com/group/networkx-discuss">networkx-discuss mailing list</a>.</p>
 <section id="highlights">
 <h2>Highlights<a class="headerlink" href="#highlights" title="Permalink to this heading">#</a></h2>
-<p>This release is the result of 8 months of work with over 217 pull requests by
-37 contributors. We also have a <code class="xref py py-obj docutils literal notranslate"><span class="pre">guide</span> <span class="pre">for</span> <span class="pre">people</span> <span class="pre">moving</span> <span class="pre">from</span> <span class="pre">NetworkX</span> <span class="pre">2.X</span>
-<span class="pre">to</span> <span class="pre">NetworkX</span> <span class="pre">3.0</span></code>. Highlights include:</p>
-<ul class="simple">
-<li><p>Better syncing between G._succ and G._adj for directed G.
-And slightly better speed from all the core adjacency data structures.
-G.adj is now a cached_property while still having the cache reset when
-G._adj is set to a new dict (which doesn’t happen very often).
-Note: We have always assumed that G._succ and G._adj point to the same
-object. But we did not enforce it well. If you have somehow worked
-around our attempts and are relying on these private attributes being
-allowed to be different from each other due to loopholes in our previous
-code, you will have to look for other loopholes in our new code
-(or subclass DiGraph to explicitly allow this).</p></li>
-<li><p>If your code sets G._succ or G._adj to new dictionary-like objects, you no longer
-have to set them both. Setting either will ensure the other is set as well.
-And the cached_properties G.adj and G.succ will be rest accordingly too.</p></li>
-<li><p>If you use the presence of the attribute <code class="xref py py-obj docutils literal notranslate"><span class="pre">_adj</span></code> as a criteria for the object
-being a Graph instance, that code may need updating. The graph classes
-themselves now have an attribute <code class="xref py py-obj docutils literal notranslate"><span class="pre">_adj</span></code>. So, it is possible that whatever you
-are checking might be a class rather than an instance. We suggest you check
-for attribute <code class="xref py py-obj docutils literal notranslate"><span class="pre">_adj</span></code> to verify it is like a NetworkX graph object or type and
-then <code class="xref py py-obj docutils literal notranslate"><span class="pre">type(obj)</span> <span class="pre">is</span> <span class="pre">type</span></code> to check if it is a class.</p></li>
-<li><p>We have added an experimental plugin feature which let users choose alternate
-backends like GraphBLAS, CuGraph for computation. This is an opt-in feature and
-may change in future releases.</p></li>
-<li><p>Improved integration with the general <code class="xref py py-obj docutils literal notranslate"><span class="pre">Scientific</span> <span class="pre">Python</span> <span class="pre">ecosystem</span></code></p></li>
-</ul>
+<p>This release is the result of X of work with over X pull requests by
+X contributors. Highlights include:</p>
 </section>
 <section id="improvements">
 <h2>Improvements<a class="headerlink" href="#improvements" title="Permalink to this heading">#</a></h2>
-<ul class="simple">
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5663">#5663</a>]
-Implements edge swapping for directed graphs.</p></li>
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5883">#5883</a>]
-Replace the implementation of <code class="docutils literal notranslate"><span class="pre">lowest_common_ancestor</span></code> and
-<code class="docutils literal notranslate"><span class="pre">all_pairs_lowest_common_ancestor</span></code> with a “naive” algorithm to fix
-several bugs and improve performance.</p></li>
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5912">#5912</a>]
-The <code class="docutils literal notranslate"><span class="pre">mapping</span></code> argument of the <code class="docutils literal notranslate"><span class="pre">relabel_nodes</span></code> function can be either a
-mapping or a function that creates a mapping. <code class="docutils literal notranslate"><span class="pre">relabel_nodes</span></code> first checks
-whether the <code class="docutils literal notranslate"><span class="pre">mapping</span></code> is callable - if so, then it is used as a function.
-This fixes a bug related for <code class="docutils literal notranslate"><span class="pre">mapping=str</span></code> and may change the behavior for
-other <code class="docutils literal notranslate"><span class="pre">mapping</span></code> arguments that implement both <code class="docutils literal notranslate"><span class="pre">__getitem__</span></code> and
-<code class="docutils literal notranslate"><span class="pre">__call__</span></code>.</p></li>
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5898">#5898</a>]
-Implements computing and checking for minimal d-separators between two nodes.
-Also adds functionality to DAGs for computing v-structures.</p></li>
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5943">#5943</a>]
-<code class="docutils literal notranslate"><span class="pre">is_path</span></code> used to raise a <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#KeyError" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">KeyError</span></code></a> when the <code class="docutils literal notranslate"><span class="pre">path</span></code> argument contained
-a node that was not in the Graph. The behavior has been updated so that
-<code class="docutils literal notranslate"><span class="pre">is_path</span></code> returns <a class="reference external" href="https://docs.python.org/3/library/constants.html#False" title="(in Python v3.11)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">False</span></code></a> in this case rather than raising the exception.</p></li>
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/6003">#6003</a>]
-<code class="docutils literal notranslate"><span class="pre">avg_shortest_path_length</span></code> now raises an exception if the provided
-graph is directed but not strongly connected. The previous test (weak
-connecting) was wrong; in that case, the returned value was nonsensical.</p></li>
-</ul>
 </section>
 <section id="api-changes">
 <h2>API Changes<a class="headerlink" href="#api-changes" title="Permalink to this heading">#</a></h2>
-<ul class="simple">
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5899">#5899</a>]
-The <code class="xref py py-obj docutils literal notranslate"><span class="pre">attrs</span></code> keyword argument will be replaced with keyword only arguments
-<code class="xref py py-obj docutils literal notranslate"><span class="pre">source</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">target</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">link</span></code> for <code class="xref py py-obj docutils literal notranslate"><span class="pre">json_graph/node_link</span></code> functions.</p></li>
-</ul>
 </section>
 <section id="deprecations">
 <h2>Deprecations<a class="headerlink" href="#deprecations" title="Permalink to this heading">#</a></h2>
-<ul class="simple">
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/issues/5723">#5723</a>]
-<code class="docutils literal notranslate"><span class="pre">nx.nx_pydot.*</span></code> will be deprecated in the future if pydot isn’t being
-actively maintained. Users are recommended to use pygraphviz instead.</p></li>
-<li><p>[<a class="reference external" href="https://github.com/networkx/networkx/pull/5899">#5899</a>]
-The <code class="xref py py-obj docutils literal notranslate"><span class="pre">attrs</span></code> keyword argument will be replaced with keyword only arguments
-<code class="xref py py-obj docutils literal notranslate"><span class="pre">source</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">target</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">name</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">key</span></code> and <code class="xref py py-obj docutils literal notranslate"><span class="pre">link</span></code> for <code class="xref py py-obj docutils literal notranslate"><span class="pre">json_graph/node_link</span></code> functions.</p></li>
-</ul>
 </section>
 <section id="merged-prs">
 <h2>Merged PRs<a class="headerlink" href="#merged-prs" title="Permalink to this heading">#</a></h2>
-<p>A total of 217 changes have been committed.</p>
-<ul class="simple">
-<li><p>Add 2.8.5 release notes</p></li>
-<li><p>update all_pairs_lca docstrings (#5876)</p></li>
-<li><p>Improve LCA input validation (#5877)</p></li>
-<li><p>strategy_saturation_largest_first now accepts partial colorings (#5888)</p></li>
-<li><p>Fixed unused root argument in has_bridges (#5846)</p></li>
-<li><p>Update docs to include description of the <code class="xref py py-obj docutils literal notranslate"><span class="pre">return_seen</span></code> kwarg (#5891)</p></li>
-<li><p>Add cache reset for when G._node is changed (#5894)</p></li>
-<li><p>Add weight distance metrics (#5305)</p></li>
-<li><p>Allow classes to relabel nodes – casting (#5903)</p></li>
-<li><p>Update lattice.py (#5914)</p></li>
-<li><p>docstring updates for <code class="xref py py-obj docutils literal notranslate"><span class="pre">union</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">disjoint_union</span></code>, and <code class="xref py py-obj docutils literal notranslate"><span class="pre">compose</span></code> (#5892)</p></li>
-<li><p>Adds <code class="docutils literal notranslate"><span class="pre">`nx.bfs_layers`</span></code> method (#5879)</p></li>
-<li><p>Add to about_us.rst (#5919)</p></li>
-<li><p>Update precommit hooks (#5923)</p></li>
-<li><p>Remove old Appveyor cruft (#5924)</p></li>
-<li><p>signature change for <code class="xref py py-obj docutils literal notranslate"><span class="pre">node_link</span></code> functions: for issue #5787 (#5899)</p></li>
-<li><p>Allow unsortable nodes in approximation.treewidth functions (#5921)</p></li>
-<li><p>Fix Louvain_partitions by yielding a copy of the sets in the partition gh-5901 (#5902)</p></li>
-<li><p>Replace LCA with naive implementations (#5883)</p></li>
-<li><p>Add function bfs_layers to docs (#5932)</p></li>
-<li><p>Bump nodelink args deprecation expiration to v3.2 (#5933)</p></li>
-<li><p>Update mapping logic in <code class="xref py py-obj docutils literal notranslate"><span class="pre">relabel_nodes</span></code> (#5912)</p></li>
-<li><p>Propose to make new node_link arguments keyword only. (#5928)</p></li>
-<li><p>docstring update to lexicographical_topological_sort issue 5681 (#5930)</p></li>
-<li><p>Update pygraphviz (#5934)</p></li>
-<li><p>See matplotlb 3.6rc1 failure (#5937)</p></li>
-<li><p>Further improvements to strategy_saturation_largest_first (#5935)</p></li>
-<li><p>Arf layout (#5910)</p></li>
-<li><p>[ENH] Find and verify a minimal D-separating set in DAG (#5898)</p></li>
-<li><p>Add Mehlhorn Steiner approximations (#5629)</p></li>
-<li><p>Updated networkx/classes/function.py . Solves Issue #5463 (#5474)</p></li>
-<li><p>Improved documentation for all_simple_paths (#5944)</p></li>
-<li><p>Change is_path to return False when node not in G instead of raising exception (#5943)</p></li>
-<li><p>Preliminary VF2++ Implementation (#5788)</p></li>
-<li><p>Minor docstring touchups and test refactor for <code class="xref py py-obj docutils literal notranslate"><span class="pre">is_path</span></code> (#5967)</p></li>
-<li><p>Update documentation header links for latest pydata-sphinx-theme (#5966)</p></li>
-<li><p>Switch to relative import for vf2pp_helpers. (#5973)</p></li>
-<li><p>Add vf2pp_helpers subpackage to wheel (#5975)</p></li>
-<li><p>Enhance biconnected components to avoid indexing (#5974)</p></li>
-<li><p>Update mentored projects list (#5985)</p></li>
-<li><p>Add concurrency hook to cancel jobs on new push. (#5986)</p></li>
-<li><p>Make all.py generator friendly (#5984)</p></li>
-<li><p>Fix failing example due to mpl 3.6 colorbar. (#5994)</p></li>
-<li><p>Only run scheduled pytest-randomly job in main repo. (#5993)</p></li>
-<li><p>Fix steiner tree test (#5999)</p></li>
-<li><p>Add Tidelift security vulnerability link (#6001)</p></li>
-<li><p>Update linters (#6006)</p></li>
-<li><p>Update doc requirements (#6008)</p></li>
-<li><p>VF2++ for Directed Graphs (#5972)</p></li>
-<li><p>Fix defect and update docs for MappedQueue, related to gh-5681 (#5939)</p></li>
-<li><p>Fix warnings from running tests in randomized order (#6014)</p></li>
-<li><p>Update pydata-sphinx-theme (#6012)</p></li>
-<li><p>update security link to tidelift (#6019)</p></li>
-<li><p>Update numpydoc (#6022)</p></li>
-<li><p>Support Python 3.11 (#6023)</p></li>
-<li><p>Update linters (#6024)</p></li>
-<li><p>Fixed test for average shortest path in the case of directed graphs (#6003)</p></li>
-<li><p>Minor updates to expanders generator tests (#6027)</p></li>
-<li><p>Update deprecations after 3.0 dep sprint (#6031)</p></li>
-<li><p>Use scipy.sparse array datastructure (#6037)</p></li>
-<li><p>Designate 3.0b1 release</p></li>
-<li><p>Bump release version</p></li>
-<li><p>Use org funding.yml</p></li>
-<li><p>Add missing asserts to tests (#6039)</p></li>
-<li><p>improve test coverage for algorithms in load centrality (#6080)</p></li>
-<li><p>Improve test coverage expanders line graph generators solved (PR for issue #6034) (#6071)</p></li>
-<li><p>Update which flow functions support the cutoff argument (#6085)</p></li>
-<li><p>Update GML parsing/writing to allow empty lists/tuples as node attributes (#6093)</p></li>
-<li><p>Replace .A call with .toarray for sparse array in example. (#6106)</p></li>
-<li><p>Improve test coverage for algorithms/richclub.py (#6089)</p></li>
-<li><p>Tested boykov_kolmogorov and dinitz with cutoff (#6104)</p></li>
-<li><p>Improve test coverage for multigraph class (#6101)</p></li>
-<li><p>Improve test coverage for algorithms in dominating_set.py (PR for issue 6032) (#6068)</p></li>
-<li><p>Warn on unused visualization kwargs that only apply to FancyArrowPatch edges (#6098)</p></li>
-<li><p>Improve test coverage for graph class (#6105)</p></li>
-<li><p>Fix weighted MultiDiGraphs in DAG longest path algorithms + add additional tests (#5988)</p></li>
-<li><p>added coverage in generators/tree.py (#6082)</p></li>
-<li><p>DOC: Specifically branch off main, instead of current branch (#6127)</p></li>
-<li><p>Circular center node layout (#6114)</p></li>
-<li><p>Improve test coverage for multidigraph class (#6131)</p></li>
-<li><p>Improve test coverage for digraph class (#6130)</p></li>
-<li><p>Improve test coverage for algorithms in dispersion.py (#6100)</p></li>
-<li><p>Fix doc inconsistencies related to cutoff in connectivity.py and disjoint_paths.py (#6113)</p></li>
-<li><p>Remove deprecated maxcardinality parameter from min_weight_matching (#6146)</p></li>
-<li><p>Remove deprecated <code class="xref py py-obj docutils literal notranslate"><span class="pre">find_cores</span></code> (#6139)</p></li>
-<li><p>Remove deprecated project function from bipartite package. (#6147)</p></li>
-<li><p>Test on Python 3.11 (#6159)</p></li>
-<li><p>Improve test coverage in algorithms shortest paths unweighted.py (#6121)</p></li>
-<li><p>Increased test coverage algorithms/matching.py (#6095)</p></li>
-<li><p>Renamed test functions in test_lowest_common_ancestors (#6110)</p></li>
-<li><p>Increase covering coverage (#6099)</p></li>
-<li><p>Add example for fiedler_vector (#6155)</p></li>
-<li><p>Improve test coverage for cycles.py (#6152)</p></li>
-<li><p>Added an example in all_pairs_node_connectivity  (#6126)</p></li>
-<li><p>Amount of nodes and edges have mistakes when reading adjlist file (#6132)</p></li>
-<li><p>Update pytest to v7.2 (#6165)</p></li>
-<li><p>Improve test coverage for voterank algorithm (#6161)</p></li>
-<li><p>plugin based backend infrastructure to use multiple computation backends (#6000)</p></li>
-<li><p>Undocumented parameters in dispersion (#6183)</p></li>
-<li><p>improve swap.py test coverage  (#6176)</p></li>
-<li><p>Improve test coverage for current_flow_betweenness module (#6143)</p></li>
-<li><p>Completed Testing in community.py resolves issue #6184 (#6185)</p></li>
-<li><p>Added an example to algebraic_connectivity (#6153)</p></li>
-<li><p>Add ThinGraph example to Multi*Graph doc_strings (#6160)</p></li>
-<li><p>Fix defect in eulerize, replace reciprocal edge weights (#6145)</p></li>
-<li><p>For issue #6030 Add test coverage for algorithms in beamsearch.py (#6087)</p></li>
-<li><p>Improve test coverage expanders stochastic graph generators (#6073)</p></li>
-<li><p>Update developer requirements  (#6194)</p></li>
-<li><p>Designate 3.0rc1 release</p></li>
-<li><p>Bump release version</p></li>
-<li><p>Tests added in test_centrality.py (#6200)</p></li>
-<li><p>add laplacian_spectrum example (#6169)</p></li>
-<li><p>PR for issue #6033 Improve test coverage for algorithms in betweenness_subset.py #6033 (#6083)</p></li>
-<li><p>Di graph edges doc fix (#6108)</p></li>
-<li><p>Improve coverage for core.py (#6116)</p></li>
-<li><p>Add clear_edges() method to the list of methods to be frozen by nx.freeze() (#6190)</p></li>
-<li><p>Adds LCA test case for self-ancestors from gh-4458. (#6218)</p></li>
-<li><p>Minor Python 2 cleanup (#6219)</p></li>
-<li><p>Add example laplacian matrix  (#6168)</p></li>
-<li><p>Revert 6219 and delete comment. (#6222)</p></li>
-<li><p>fix wording in error message (#6228)</p></li>
-<li><p>Rm incorrect test case for connected edge swap (#6223)</p></li>
-</ul>
+<p>&lt;output of contribs.py&gt;</p>
 </section>
 <section id="contributors">
 <h2>Contributors<a class="headerlink" href="#contributors" title="Permalink to this heading">#</a></h2>
-<p>Made by the following committers [alphabetical by last name]:</p>
-<ul class="simple">
-<li><p>0ddoe_s</p></li>
-<li><p>Tanmay Aeron</p></li>
-<li><p>Guy Aglionby</p></li>
-<li><p>Douglas K. G. Araujo</p></li>
-<li><p>Ross Barnowski</p></li>
-<li><p>Paula Pérez Bianchi</p></li>
-<li><p>Kevin Brown</p></li>
-<li><p>DiamondJoseph</p></li>
-<li><p>Casper van Elteren</p></li>
-<li><p>Radoslav Fulek</p></li>
-<li><p>Juanita Gomez</p></li>
-<li><p>Michael Holtz</p></li>
-<li><p>Abangma Jessika</p></li>
-<li><p>Tigran Khachatryan</p></li>
-<li><p>Dhaval Kumar</p></li>
-<li><p>Adam Li</p></li>
-<li><p>Lucas H. McCabe</p></li>
-<li><p>Jarrod Millman</p></li>
-<li><p>Mjh9122</p></li>
-<li><p>Sultan Orazbayev</p></li>
-<li><p>Konstantinos Petridis</p></li>
-<li><p>Alimi Qudirah</p></li>
-<li><p>Adam Richardson</p></li>
-<li><p>Okite chimaobi Samuel</p></li>
-<li><p>Jefter Santiago</p></li>
-<li><p>Dan Schult</p></li>
-<li><p>Mridul Seth</p></li>
-<li><p>Tindi Sommers</p></li>
-<li><p>Morrison Turnansky</p></li>
-<li><p>Sebastiano Vigna</p></li>
-<li><p>George Watkins</p></li>
-<li><p>Isaac Western</p></li>
-<li><p>ddelange</p></li>
-<li><p>ladykkk</p></li>
-<li><p>nsengaw4c</p></li>
-<li><p>pmlpm1986</p></li>
-<li><p>stevenstrickler</p></li>
-</ul>
+<p>&lt;output of contribs.py&gt;</p>
 </section>
 </section>
 
@@ -782,6 +567,15 @@ The <code class="xref py py-obj docutils literal notranslate"><span class="pre">
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -824,15 +618,6 @@ The <code class="xref py py-obj docutils literal notranslate"><span class="pre">
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
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-
-<div class="toc-item">
-  
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             </div>
diff --git a/search.html b/search.html
index 5bbda867..1558b179 100644
--- a/search.html
+++ b/search.html
@@ -4,7 +4,7 @@
 <html lang="en">
   <head>
     <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><title>Search - NetworkX 3.0rc2.dev0 documentation</title>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><title>Search - NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,12 +48,18 @@
 <script src="searchindex.js"></script>
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+          title="Search within NetworkX 3.1rc1.dev0 documentation"
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+<script
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+  src="https://views.scientific-python.org/js/script.js"
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+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
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+
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+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
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diff --git a/searchindex.js b/searchindex.js
index dfa6c83a..dc63d1f8 100644
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299, 316, 322, 380, 385, 618, 688, 1424], "can": [8, 15, 24, 34, 38, 40, 43, 52, 54, 55, 56, 57, 58, 67, 69, 70, 71, 75, 76, 84, 88, 91, 92, 93, 94, 95, 96, 99, 100, 101, 102, 103, 105, 107, 110, 111, 112, 115, 125, 132, 141, 142, 143, 144, 151, 152, 156, 157, 158, 165, 168, 171, 176, 180, 184, 185, 189, 190, 193, 199, 200, 207, 220, 222, 224, 227, 229, 230, 231, 238, 239, 240, 243, 251, 260, 261, 262, 264, 278, 281, 282, 297, 298, 301, 302, 305, 306, 307, 308, 309, 315, 316, 324, 325, 329, 330, 332, 333, 337, 339, 340, 342, 344, 345, 346, 347, 353, 354, 357, 358, 361, 362, 374, 376, 380, 382, 383, 385, 387, 388, 389, 390, 394, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 422, 423, 427, 439, 440, 449, 454, 456, 458, 460, 461, 464, 465, 466, 471, 472, 473, 474, 475, 491, 492, 494, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 530, 540, 553, 575, 577, 581, 586, 588, 597, 598, 601, 602, 604, 615, 616, 617, 619, 626, 628, 629, 630, 633, 641, 643, 647, 652, 653, 654, 655, 657, 658, 660, 661, 662, 667, 668, 669, 676, 677, 678, 679, 680, 687, 688, 689, 690, 691, 720, 722, 723, 724, 725, 726, 729, 730, 731, 748, 749, 751, 762, 767, 770, 775, 786, 791, 796, 850, 853, 854, 855, 856, 857, 862, 865, 867, 870, 871, 873, 874, 878, 879, 882, 887, 888, 892, 895, 898, 899, 900, 901, 902, 907, 910, 912, 914, 916, 917, 921, 925, 928, 931, 934, 935, 936, 937, 938, 943, 946, 947, 948, 951, 952, 955, 956, 960, 963, 968, 973, 976, 979, 980, 981, 982, 983, 988, 991, 992, 993, 995, 998, 999, 1003, 1007, 1010, 1036, 1037, 1038, 1039, 1040, 1042, 1045, 1047, 1059, 1060, 1061, 1063, 1066, 1068, 1082, 1085, 1088, 1102, 1103, 1105, 1124, 1125, 1126, 1132, 1136, 1138, 1140, 1151, 1154, 1157, 1167, 1168, 1169, 1170, 1177, 1178, 1180, 1196, 1199, 1200, 1201, 1209, 1210, 1220, 1221, 1222, 1225, 1238, 1249, 1251, 1253, 1261, 1266, 1267, 1272, 1275, 1278, 1279, 1281, 1282, 1284, 1285, 1286, 1287, 1298, 1299, 1300, 1302, 1304, 1305, 1306, 1323, 1324, 1326, 1327, 1329, 1331, 1332, 1333, 1336, 1337, 1350, 1352, 1355, 1357, 1359, 1360, 1365, 1366, 1374, 1375, 1381, 1383, 1385, 1388, 1390, 1391, 1395, 1396, 1397, 1398, 1399, 1402, 1405, 1407, 1408, 1409, 1411, 1412, 1415, 1428, 1429], "more": [8, 43, 53, 67, 86, 92, 93, 94, 97, 99, 100, 101, 102, 103, 107, 109, 110, 111, 114, 115, 121, 127, 128, 143, 165, 172, 198, 199, 202, 204, 215, 216, 218, 219, 220, 221, 230, 231, 235, 256, 267, 277, 278, 281, 289, 299, 310, 314, 324, 325, 335, 338, 361, 378, 383, 385, 387, 389, 390, 392, 399, 405, 406, 407, 422, 427, 428, 432, 433, 437, 460, 464, 480, 520, 521, 559, 560, 581, 582, 583, 590, 593, 614, 619, 626, 631, 635, 653, 656, 660, 661, 662, 676, 679, 683, 691, 698, 699, 703, 711, 717, 718, 735, 737, 748, 760, 782, 786, 796, 862, 868, 886, 887, 890, 891, 907, 913, 924, 925, 926, 927, 943, 949, 967, 968, 971, 972, 988, 994, 1006, 1007, 1008, 1009, 1037, 1039, 1040, 1042, 1043, 1071, 1094, 1100, 1116, 1119, 1120, 1123, 1133, 1134, 1135, 1136, 1138, 1140, 1141, 1142, 1143, 1144, 1145, 1146, 1188, 1195, 1196, 1209, 1217, 1220, 1221, 1222, 1275, 1290, 1291, 1298, 1299, 1300, 1326, 1329, 1331, 1340, 1348, 1351, 1352, 1353, 1393, 1397, 1398, 1400, 1401, 1402, 1404, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429], "express": [8, 92, 110, 184, 315, 329, 330, 383, 384, 618, 619, 873, 916, 955, 998, 1202, 1290, 1329], "than": [8, 11, 34, 43, 55, 97, 99, 101, 102, 103, 115, 128, 142, 143, 144, 161, 199, 214, 215, 216, 218, 219, 221, 227, 231, 235, 241, 256, 277, 278, 281, 288, 289, 297, 298, 299, 304, 306, 307, 310, 311, 315, 316, 321, 324, 325, 326, 328, 329, 330, 341, 352, 358, 361, 374, 380, 381, 383, 384, 385, 387, 389, 390, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 425, 426, 429, 435, 464, 468, 469, 500, 527, 537, 559, 560, 581, 582, 583, 590, 625, 626, 635, 636, 652, 653, 656, 658, 659, 673, 676, 678, 679, 681, 683, 686, 690, 692, 693, 694, 698, 699, 711, 731, 735, 737, 748, 752, 761, 786, 887, 925, 947, 968, 992, 1007, 1038, 1042, 1043, 1060, 1102, 1138, 1149, 1157, 1165, 1168, 1170, 1175, 1177, 1188, 1190, 1197, 1201, 1229, 1233, 1234, 1239, 1240, 1241, 1242, 1278, 1279, 1299, 1300, 1329, 1331, 1348, 1351, 1352, 1353, 1356, 1357, 1361, 1368, 1369, 1382, 1385, 1398, 1405, 1407, 1408, 1411, 1416, 1426, 1428], "worst": [8, 210, 211, 212, 221, 228, 235, 264, 293, 294, 338, 345, 346, 347, 440, 513, 515, 516, 517, 518], "reus": [8, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 1134, 1135, 1141, 1142, 1143, 1144, 1145, 1331, 1405], "subcircuit": 8, "multipl": [8, 11, 25, 40, 45, 77, 93, 94, 99, 103, 107, 109, 143, 157, 158, 166, 175, 188, 195, 207, 287, 311, 357, 385, 386, 423, 443, 447, 458, 460, 464, 485, 486, 487, 594, 595, 597, 615, 616, 641, 643, 678, 690, 691, 697, 705, 738, 762, 786, 796, 856, 857, 863, 869, 877, 884, 892, 901, 902, 908, 923, 928, 937, 938, 944, 946, 950, 959, 960, 962, 963, 965, 973, 982, 983, 989, 991, 1002, 1003, 1005, 1010, 1037, 1039, 1040, 1045, 1046, 1102, 1103, 1105, 1124, 1126, 1130, 1138, 1140, 1219, 1220, 1222, 1288, 1294, 1299, 1301, 1329, 1355, 1381, 1396, 1408, 1409, 1415, 1416, 1420, 1428, 1429], "wherea": [8, 103, 682, 762, 786, 791, 1168, 1420], "cannot": [8, 101, 103, 127, 132, 199, 232, 300, 362, 394, 476, 581, 582, 583, 584, 632, 722, 887, 925, 934, 968, 979, 1007, 1043, 1168, 1211, 1212, 1299, 1301, 1305, 1306, 1329, 1348, 1350, 1351, 1352, 1353], "subformula": 8, "onc": [8, 38, 54, 55, 88, 93, 94, 99, 100, 112, 127, 199, 227, 230, 231, 232, 246, 247, 360, 374, 380, 388, 422, 423, 428, 488, 491, 492, 581, 582, 583, 652, 678, 679, 717, 718, 887, 925, 968, 1007, 1046, 1066, 1087, 1220, 1314, 1329, 1406, 1410], "thu": [8, 88, 101, 103, 115, 215, 216, 220, 256, 258, 331, 418, 419, 427, 428, 462, 477, 500, 512, 583, 679, 698, 699, 760, 762, 796, 1037, 1039, 1040, 1043, 1087, 1112, 1151, 1218, 1220, 1237, 1281, 1282, 1299, 1331, 1405, 1408, 1410], "wai": [8, 27, 52, 53, 55, 75, 86, 88, 93, 97, 99, 100, 101, 102, 103, 104, 107, 110, 115, 132, 152, 157, 158, 165, 184, 226, 281, 297, 298, 315, 330, 337, 356, 588, 598, 615, 618, 678, 691, 730, 760, 791, 796, 854, 856, 857, 862, 873, 899, 901, 902, 907, 915, 916, 935, 937, 938, 943, 955, 980, 982, 983, 988, 996, 998, 1037, 1039, 1040, 1041, 1097, 1168, 1216, 1218, 1220, 1242, 1265, 1272, 1275, 1329, 1331, 1333, 1396, 1397, 1407, 1409, 1414, 1429], "infeas": [8, 422], "circuit_to_formula": 8, "dag_to_branch": [8, 758, 1411], "transfer": [8, 202, 204, 230, 231, 469, 890, 891, 926, 927, 971, 972, 1008, 1009, 1423], "oper": [8, 30, 52, 95, 101, 112, 115, 168, 184, 189, 227, 374, 423, 460, 546, 547, 548, 552, 553, 554, 577, 595, 598, 601, 671, 672, 673, 674, 679, 680, 758, 786, 865, 873, 878, 910, 916, 946, 955, 960, 991, 998, 1036, 1068, 1088, 1103, 1167, 1221, 1222, 1298, 1305, 1322, 1326, 1328, 1329, 1396, 1397, 1403, 1407, 1408, 1409, 1410, 1411, 1414, 1415, 1416, 1417, 1420], "variabl": [8, 94, 132, 373, 530, 540, 618, 619, 732, 796, 1037, 1038, 1039, 1040, 1042, 1124, 1126, 1157, 1168, 1329, 1411, 1415, 1416, 1417, 1423], "formula_to_str": 8, "_to_str": 8, "root": [8, 67, 84, 293, 294, 338, 387, 389, 390, 394, 449, 460, 559, 577, 609, 671, 673, 678, 704, 728, 730, 739, 760, 791, 1119, 1120, 1128, 1129, 1148, 1150, 1238, 1274, 1275, 1326, 1368, 1369, 1396, 1409, 1410, 1411, 1415, 1416, 1426, 1428], "children": [8, 460, 577, 1148, 1158, 1275, 1368, 1369], "otherwis": [8, 92, 110, 146, 149, 171, 178, 184, 185, 198, 217, 230, 249, 250, 284, 297, 298, 303, 306, 307, 311, 315, 316, 322, 323, 324, 325, 326, 329, 330, 343, 353, 358, 393, 394, 395, 396, 397, 398, 410, 411, 412, 418, 419, 422, 425, 426, 462, 463, 464, 470, 479, 488, 490, 494, 495, 496, 498, 499, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 521, 555, 562, 563, 568, 572, 574, 584, 586, 588, 597, 601, 616, 618, 619, 633, 663, 673, 687, 688, 689, 696, 698, 699, 734, 735, 736, 737, 751, 848, 867, 873, 874, 886, 893, 912, 916, 917, 924, 929, 934, 948, 955, 956, 967, 974, 979, 993, 998, 999, 1006, 1068, 1091, 1124, 1138, 1140, 1168, 1188, 1200, 1220, 1273, 1285, 1286, 1287, 1310, 1312, 1315, 1345, 1359, 1360, 1379, 1412, 1416, 1429], "child": [8, 1150, 1275], "must": [8, 11, 93, 94, 95, 99, 100, 103, 110, 151, 152, 158, 161, 171, 204, 206, 207, 214, 215, 216, 219, 230, 231, 232, 252, 253, 257, 258, 259, 260, 261, 262, 264, 267, 268, 269, 271, 273, 276, 281, 285, 297, 298, 306, 307, 315, 316, 317, 318, 319, 324, 325, 327, 329, 330, 342, 361, 362, 363, 378, 382, 385, 391, 410, 411, 412, 413, 425, 429, 440, 471, 472, 473, 474, 475, 545, 546, 547, 548, 549, 550, 551, 553, 555, 556, 557, 558, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 577, 578, 579, 580, 584, 585, 586, 587, 588, 589, 593, 597, 599, 601, 602, 603, 604, 615, 626, 627, 632, 633, 635, 636, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 671, 672, 673, 674, 680, 690, 692, 698, 699, 707, 721, 734, 735, 736, 737, 789, 796, 853, 854, 857, 867, 891, 892, 898, 899, 902, 912, 928, 934, 938, 972, 973, 979, 983, 1010, 1037, 1038, 1039, 1040, 1063, 1071, 1085, 1102, 1136, 1140, 1149, 1165, 1168, 1176, 1179, 1189, 1191, 1193, 1196, 1200, 1202, 1212, 1216, 1220, 1222, 1238, 1242, 1243, 1273, 1278, 1279, 1280, 1281, 1282, 1298, 1299, 1301, 1310, 1312, 1313, 1314, 1315, 1318, 1336, 1340, 1341, 1342, 1343, 1362, 1364, 1365, 1366, 1367, 1368, 1369, 1379, 1396, 1397, 1398, 1410, 1429], "NOT": [8, 110, 199, 549, 550, 551, 748, 887, 925, 968, 1007], "util": [8, 14, 36, 44, 45, 93, 97, 102, 103, 229, 230, 231, 316, 374, 423, 425, 426, 429, 460, 496, 678, 679, 758, 1044, 1124, 1245, 1302, 1304, 1306, 1313, 1322, 1323, 1324, 1328, 1405, 1409, 1410, 1414, 1416, 1419, 1422], "arbitrary_el": [8, 1395, 1416], "nb": [8, 1334, 1337], "left": [8, 71, 115, 183, 311, 312, 322, 324, 325, 385, 559, 560, 584, 616, 688, 689, 739, 1106, 1137, 1139, 1149, 1182, 1209, 1283, 1358, 1361, 1407], "right": [8, 71, 110, 111, 115, 152, 206, 322, 385, 427, 428, 500, 559, 560, 584, 585, 587, 588, 615, 616, 688, 689, 739, 854, 935, 980, 1137, 1139, 1149, 1158, 1160, 1182, 1209, 1216, 1218, 1273, 1283], "littl": [8, 94, 298, 307], "mislead": 8, "That": [8, 97, 132, 165, 212, 221, 227, 295, 385, 436, 465, 525, 535, 555, 588, 657, 671, 672, 673, 674, 691, 704, 717, 791, 862, 907, 943, 988, 1046, 1165, 1213, 1299, 1391, 1407, 1412], "okai": 8, "becaus": [8, 11, 54, 69, 94, 99, 101, 102, 103, 112, 132, 161, 215, 216, 220, 255, 311, 378, 387, 389, 390, 394, 411, 412, 427, 494, 498, 499, 500, 510, 569, 585, 587, 615, 616, 632, 652, 934, 979, 1038, 1239, 1276, 1299, 1306, 1329, 1348, 1353, 1407, 1410, 1419], "AND": [8, 110, 598, 748, 762], "OR": [8, 110, 157, 175, 188, 856, 869, 877, 901, 937, 947, 950, 959, 982, 992], "symmetr": [8, 145, 148, 237, 545, 586, 593, 761, 1176, 1195, 1238, 1249, 1253, 1254, 1259, 1261, 1272, 1323, 1324, 1390], "It": [8, 52, 56, 58, 92, 93, 94, 97, 99, 101, 102, 104, 107, 110, 112, 115, 132, 172, 184, 207, 214, 215, 216, 229, 230, 231, 249, 260, 261, 262, 264, 278, 310, 316, 324, 325, 326, 343, 346, 347, 351, 353, 412, 414, 415, 416, 417, 418, 419, 429, 438, 440, 452, 457, 464, 480, 496, 500, 508, 530, 540, 545, 559, 560, 565, 566, 567, 582, 588, 594, 595, 598, 600, 601, 615, 619, 628, 629, 630, 652, 658, 659, 663, 671, 674, 692, 717, 718, 719, 760, 761, 762, 791, 796, 868, 873, 892, 913, 916, 928, 949, 955, 973, 994, 998, 1010, 1012, 1013, 1018, 1037, 1038, 1039, 1040, 1054, 1117, 1124, 1126, 1173, 1177, 1203, 1204, 1209, 1210, 1213, 1220, 1226, 1230, 1237, 1246, 1247, 1248, 1249, 1250, 1251, 1252, 1253, 1254, 1256, 1257, 1261, 1264, 1266, 1267, 1272, 1278, 1279, 1280, 1283, 1299, 1300, 1326, 1327, 1329, 1331, 1346, 1385, 1386, 1396, 1398, 1401, 1405, 1407, 1410, 1411, 1412, 1414, 1415, 1416, 1429], "just": [8, 99, 102, 103, 104, 184, 199, 338, 374, 439, 464, 559, 560, 577, 660, 661, 662, 692, 791, 873, 887, 916, 925, 946, 955, 960, 968, 991, 998, 1007, 1042, 1120, 1125, 1129, 1232, 1281, 1282, 1299, 1331, 1396, 1407, 1409], "operand": 8, "predict": [8, 567, 568, 569, 570, 571, 572, 573, 574, 591, 592, 758, 1328, 1405, 1409, 1415], "henc": [8, 168, 189, 521, 865, 878, 910, 946, 960, 991, 1059, 1124, 1125, 1126, 1205, 1386], "doe": [8, 77, 93, 94, 99, 101, 102, 103, 104, 114, 115, 132, 147, 153, 154, 165, 168, 189, 207, 208, 227, 228, 229, 230, 231, 232, 293, 308, 339, 340, 342, 343, 352, 357, 373, 382, 385, 410, 414, 426, 450, 469, 494, 495, 496, 497, 498, 499, 500, 502, 503, 506, 507, 509, 510, 511, 512, 534, 544, 549, 550, 551, 564, 566, 583, 584, 586, 589, 601, 612, 626, 627, 678, 691, 693, 694, 698, 699, 717, 718, 721, 722, 723, 724, 725, 726, 762, 862, 865, 878, 892, 907, 910, 928, 943, 946, 960, 973, 988, 991, 1010, 1038, 1043, 1066, 1070, 1072, 1081, 1102, 1103, 1105, 1106, 1107, 1109, 1114, 1176, 1178, 1180, 1195, 1210, 1225, 1226, 1230, 1232, 1237, 1244, 1299, 1303, 1306, 1329, 1336, 1337, 1344, 1345, 1347, 1354, 1356, 1357, 1358, 1359, 1360, 1361, 1374, 1382, 1383, 1384, 1386, 1396, 1407, 1408, 1409, 1413, 1420, 1429], "necessarili": [8, 99, 341, 451, 483, 559, 560, 641, 643, 1038, 1222], "behav": [8, 88, 103, 159, 190, 200, 220, 351, 858, 879, 888, 903, 939, 969, 984, 1232, 1299, 1398, 1407], "everi": [8, 11, 57, 88, 93, 109, 112, 120, 144, 157, 161, 177, 211, 212, 220, 221, 229, 230, 231, 235, 243, 264, 287, 295, 300, 324, 325, 343, 352, 380, 397, 437, 439, 440, 450, 462, 471, 472, 473, 474, 475, 477, 483, 484, 491, 512, 516, 565, 606, 614, 615, 619, 632, 633, 635, 636, 663, 685, 687, 688, 717, 718, 791, 856, 901, 937, 982, 1052, 1053, 1054, 1070, 1071, 1072, 1085, 1086, 1102, 1103, 1105, 1106, 1107, 1108, 1109, 1110, 1111, 1114, 1115, 1116, 1117, 1151, 1165, 1198, 1219, 1220, 1260, 1267, 1281, 1282, 1299, 1410], "left_subformula": 8, "right_subformula": 8, "in_degre": [8, 166, 188, 491, 678, 863, 877, 944, 959, 1180, 1210, 1211, 1407, 1409, 1410, 1429], "ha": [8, 11, 16, 44, 67, 88, 91, 93, 94, 95, 97, 99, 100, 101, 102, 103, 105, 107, 110, 112, 116, 120, 127, 152, 161, 165, 166, 173, 174, 175, 184, 188, 198, 207, 212, 214, 215, 219, 220, 226, 227, 229, 230, 231, 232, 235, 238, 239, 240, 241, 242, 243, 244, 247, 249, 252, 269, 271, 272, 273, 274, 275, 276, 282, 289, 291, 293, 294, 295, 300, 305, 310, 324, 331, 343, 352, 355, 356, 363, 364, 365, 373, 378, 380, 381, 383, 384, 385, 386, 391, 393, 394, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 424, 427, 428, 429, 439, 450, 458, 460, 466, 467, 468, 471, 472, 473, 474, 475, 476, 477, 480, 491, 492, 493, 494, 495, 496, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 522, 564, 566, 577, 578, 581, 590, 593, 605, 607, 610, 611, 622, 623, 624, 628, 629, 630, 632, 633, 634, 635, 636, 638, 646, 647, 649, 652, 657, 658, 682, 688, 690, 692, 697, 711, 717, 718, 729, 730, 731, 739, 749, 786, 791, 854, 862, 863, 869, 873, 877, 886, 892, 899, 907, 908, 916, 924, 928, 935, 943, 944, 948, 950, 955, 959, 967, 973, 980, 988, 989, 993, 998, 1006, 1010, 1040, 1043, 1045, 1066, 1068, 1070, 1072, 1075, 1080, 1084, 1098, 1099, 1101, 1102, 1103, 1105, 1122, 1133, 1148, 1157, 1163, 1165, 1168, 1179, 1183, 1188, 1196, 1198, 1199, 1200, 1201, 1202, 1210, 1213, 1214, 1218, 1220, 1225, 1237, 1242, 1246, 1247, 1251, 1252, 1257, 1262, 1264, 1267, 1270, 1272, 1273, 1275, 1278, 1279, 1280, 1281, 1282, 1284, 1285, 1286, 1287, 1288, 1289, 1292, 1294, 1296, 1299, 1303, 1329, 1331, 1333, 1336, 1337, 1356, 1357, 1374, 1375, 1382, 1385, 1396, 1397, 1398, 1401, 1406, 1407, 1408, 1409, 1410, 1412, 1416, 1417, 1419, 1426, 1428], "output": [8, 13, 16, 89, 93, 101, 102, 103, 109, 197, 287, 288, 345, 374, 380, 494, 498, 499, 509, 510, 575, 588, 677, 678, 691, 722, 1045, 1196, 1200, 1202, 1272, 1299, 1329, 1337, 1344, 1347, 1358, 1361, 1402, 1405, 1407, 1409, 1414, 1416, 1417, 1429], "two": [8, 11, 16, 27, 34, 38, 43, 54, 55, 57, 58, 65, 67, 71, 88, 93, 95, 99, 100, 102, 109, 112, 114, 115, 120, 132, 151, 171, 175, 184, 185, 188, 202, 207, 211, 212, 213, 214, 215, 216, 217, 220, 221, 226, 227, 230, 231, 232, 245, 249, 251, 252, 253, 257, 258, 260, 261, 262, 265, 269, 270, 271, 272, 273, 274, 275, 276, 282, 285, 286, 287, 289, 305, 311, 315, 316, 322, 326, 329, 330, 337, 341, 343, 345, 351, 352, 358, 359, 377, 380, 381, 383, 391, 411, 412, 419, 423, 428, 429, 430, 431, 442, 443, 444, 445, 447, 452, 453, 454, 457, 462, 471, 472, 473, 474, 475, 476, 480, 491, 494, 498, 499, 500, 502, 503, 506, 508, 509, 510, 511, 521, 545, 549, 550, 551, 555, 559, 560, 561, 562, 563, 564, 565, 566, 568, 569, 572, 574, 578, 584, 585, 586, 587, 588, 593, 598, 605, 607, 608, 610, 611, 615, 619, 626, 627, 629, 632, 633, 635, 636, 645, 646, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 671, 672, 673, 674, 675, 676, 680, 692, 694, 731, 732, 738, 739, 760, 761, 762, 780, 786, 791, 796, 853, 867, 869, 873, 874, 877, 890, 892, 898, 912, 916, 917, 926, 928, 934, 946, 948, 950, 955, 956, 959, 960, 971, 973, 979, 991, 993, 998, 999, 1008, 1010, 1019, 1020, 1021, 1022, 1036, 1037, 1039, 1040, 1056, 1084, 1088, 1098, 1100, 1101, 1106, 1107, 1108, 1109, 1114, 1116, 1137, 1149, 1150, 1152, 1154, 1155, 1159, 1177, 1188, 1189, 1196, 1197, 1198, 1199, 1200, 1201, 1202, 1207, 1210, 1213, 1214, 1218, 1220, 1221, 1246, 1247, 1256, 1274, 1275, 1278, 1279, 1297, 1298, 1299, 1326, 1327, 1329, 1331, 1362, 1363, 1366, 1396, 1397, 1398, 1400, 1405, 1407, 1408, 1409, 1410, 1413, 1414, 1416, 1428], "layer": [8, 36, 55, 61, 67, 103, 438, 705, 1038, 1109, 1423], "third": [8, 102, 114, 249, 422, 467, 585, 587, 734, 736, 1220, 1229, 1265, 1266, 1329, 1410], "appear": [8, 83, 93, 95, 99, 100, 102, 179, 204, 230, 231, 238, 243, 246, 247, 277, 363, 364, 365, 378, 451, 452, 453, 455, 466, 470, 584, 585, 587, 588, 675, 679, 707, 730, 734, 736, 891, 972, 1036, 1042, 1088, 1102, 1139, 1153, 1155, 1157, 1160, 1162, 1190, 1191, 1280, 1285, 1326, 1327, 1348, 1351, 1352, 1353, 1385, 1410, 1416, 1417], "both": [8, 52, 55, 92, 93, 94, 100, 101, 102, 103, 115, 161, 164, 204, 214, 215, 216, 217, 240, 257, 258, 259, 264, 282, 286, 287, 289, 337, 358, 379, 383, 415, 417, 418, 419, 423, 427, 440, 470, 502, 506, 545, 575, 581, 598, 600, 601, 602, 603, 604, 605, 606, 607, 610, 611, 615, 621, 635, 636, 653, 654, 655, 676, 711, 720, 760, 761, 762, 782, 891, 972, 1020, 1036, 1066, 1075, 1080, 1084, 1088, 1097, 1120, 1129, 1147, 1168, 1192, 1195, 1202, 1210, 1213, 1214, 1216, 1218, 1285, 1299, 1329, 1331, 1361, 1366, 1367, 1390, 1396, 1398, 1405, 1416, 1419, 1420, 1428, 1429], "negat": 8, "sole": [8, 786, 1281, 1282, 1329], "fourth": [8, 230, 231, 1329, 1407], "digraph": [8, 10, 11, 16, 21, 25, 41, 45, 56, 61, 67, 69, 70, 82, 88, 101, 102, 115, 132, 151, 152, 156, 157, 158, 160, 162, 163, 165, 166, 168, 170, 171, 172, 175, 176, 185, 186, 187, 188, 189, 192, 193, 194, 195, 196, 198, 199, 202, 204, 207, 208, 216, 227, 229, 230, 231, 240, 246, 247, 299, 308, 314, 318, 319, 321, 327, 328, 334, 335, 336, 337, 339, 340, 342, 343, 388, 391, 393, 396, 397, 398, 399, 401, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 430, 431, 437, 450, 452, 453, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 481, 482, 492, 494, 495, 496, 497, 498, 499, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 513, 514, 518, 519, 523, 555, 566, 575, 576, 577, 588, 590, 613, 615, 623, 630, 636, 643, 644, 652, 656, 657, 658, 659, 663, 678, 688, 690, 693, 696, 697, 698, 699, 700, 701, 702, 706, 707, 708, 709, 711, 716, 717, 718, 719, 721, 722, 723, 724, 725, 726, 740, 741, 744, 745, 746, 747, 748, 749, 750, 752, 760, 789, 893, 894, 895, 896, 897, 898, 899, 900, 901, 902, 904, 905, 906, 907, 908, 911, 912, 913, 915, 917, 918, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 935, 936, 937, 938, 940, 941, 942, 943, 949, 957, 958, 963, 964, 965, 966, 967, 968, 972, 973, 974, 975, 977, 978, 980, 981, 982, 983, 985, 986, 987, 988, 989, 994, 996, 1000, 1001, 1003, 1004, 1005, 1006, 1007, 1010, 1035, 1037, 1038, 1039, 1040, 1041, 1042, 1052, 1062, 1066, 1070, 1072, 1075, 1080, 1083, 1084, 1098, 1099, 1101, 1118, 1138, 1153, 1157, 1171, 1172, 1173, 1176, 1180, 1181, 1183, 1185, 1186, 1187, 1188, 1192, 1220, 1273, 1275, 1276, 1277, 1286, 1287, 1290, 1293, 1295, 1301, 1326, 1329, 1336, 1340, 1345, 1359, 1360, 1365, 1368, 1369, 1374, 1396, 1402, 1404, 1405, 1407, 1408, 1409, 1410, 1411, 1412, 1414, 1415, 1416, 1417, 1419, 1420, 1427, 1428, 1429], "add_nod": [8, 11, 26, 34, 69, 74, 89, 102, 157, 184, 246, 339, 340, 398, 422, 491, 492, 496, 504, 505, 508, 522, 523, 605, 607, 610, 611, 691, 796, 856, 873, 901, 916, 937, 955, 982, 998, 1037, 1039, 1040, 1086, 1278, 1329, 1348, 1410, 1411, 1420, 1429], "get_node_attribut": [8, 39, 44, 71, 1216, 1407], "600": [8, 10, 12], "font_siz": [8, 16, 21, 25, 32, 35, 38, 45, 46, 1136, 1137, 1139], "22": [8, 35, 59, 64, 66, 383, 384, 1274, 1326, 1406, 1411, 1415, 1425], "multipartite_layout": [8, 36, 61, 67, 1415, 1417, 1423], "subset_kei": [8, 36, 61, 67, 1109], "equal": [8, 36, 81, 144, 214, 215, 216, 230, 231, 238, 269, 271, 273, 276, 288, 297, 298, 300, 303, 306, 307, 310, 311, 312, 315, 316, 320, 323, 324, 325, 329, 330, 331, 373, 410, 411, 412, 413, 418, 419, 428, 471, 474, 476, 491, 494, 495, 496, 498, 499, 502, 503, 504, 505, 506, 507, 508, 509, 510, 525, 535, 545, 552, 553, 554, 555, 568, 572, 605, 623, 657, 671, 672, 673, 674, 687, 688, 689, 690, 721, 722, 740, 741, 753, 761, 791, 1112, 1116, 1165, 1168, 1201, 1207, 1233, 1242, 1274, 1283, 1294, 1310, 1312, 1315, 1401, 1402], "105": [8, 17, 517, 518, 1169, 1170], "plot_circuit": [8, 17], "southern": [9, 1268], "women": [9, 1268, 1401, 1409], "unipartit": [9, 115, 258, 259, 358], "properti": [9, 11, 18, 22, 33, 63, 86, 101, 102, 103, 112, 134, 159, 161, 166, 168, 175, 176, 179, 184, 188, 189, 190, 200, 284, 285, 286, 287, 288, 363, 364, 365, 388, 476, 500, 545, 569, 619, 685, 858, 863, 865, 869, 870, 873, 877, 878, 879, 888, 903, 908, 910, 916, 939, 944, 946, 950, 951, 955, 959, 960, 969, 984, 989, 991, 998, 1085, 1086, 1122, 1137, 1139, 1196, 1205, 1220, 1222, 1272, 1286, 1287, 1329, 1331, 1386, 1401, 1408, 1409, 1410, 1411, 1416, 1420, 1429], "These": [9, 52, 58, 73, 79, 86, 93, 94, 105, 112, 336, 385, 494, 512, 559, 671, 673, 732, 748, 779, 786, 1038, 1045, 1047, 1326, 1329, 1388, 1390, 1395, 1397, 1398, 1400, 1402, 1407, 1408, 1414, 1429], "were": [9, 65, 88, 99, 101, 104, 215, 216, 220, 289, 305, 410, 437, 460, 588, 962, 1002, 1202, 1396, 1398, 1402, 1405, 1408, 1409, 1410, 1416, 1419], "et": [9, 210, 226, 227, 315, 316, 322, 330, 334, 337, 345, 352, 358, 373, 380, 381, 423, 425, 426, 451, 569, 591, 592, 681, 682, 684, 693, 1205], "al": [9, 210, 226, 227, 315, 316, 322, 330, 334, 337, 345, 352, 358, 373, 380, 381, 423, 425, 426, 451, 569, 591, 592, 681, 682, 684, 693, 1205, 1410, 1416], "1930": [9, 1399], "thei": [9, 54, 58, 65, 71, 92, 93, 94, 97, 99, 100, 101, 102, 103, 104, 105, 107, 112, 132, 151, 165, 207, 213, 220, 249, 285, 287, 288, 296, 297, 298, 301, 302, 306, 307, 308, 309, 351, 362, 374, 391, 396, 427, 451, 452, 453, 454, 464, 465, 471, 472, 473, 474, 475, 496, 504, 505, 508, 512, 546, 547, 548, 559, 560, 576, 583, 586, 588, 600, 604, 675, 676, 704, 717, 750, 760, 786, 853, 862, 892, 898, 907, 928, 934, 943, 962, 973, 979, 988, 1002, 1010, 1036, 1038, 1066, 1085, 1088, 1109, 1120, 1124, 1125, 1126, 1129, 1136, 1138, 1140, 1154, 1162, 1168, 1196, 1200, 1201, 1220, 1274, 1275, 1326, 1331, 1356, 1357, 1359, 1360, 1362, 1366, 1397, 1399, 1405, 1407, 1409, 1412, 1417, 1429], "repres": [9, 11, 26, 43, 52, 54, 57, 67, 92, 99, 107, 115, 230, 231, 265, 281, 283, 286, 287, 288, 291, 292, 338, 350, 361, 362, 363, 377, 378, 380, 381, 382, 385, 386, 391, 448, 452, 453, 455, 457, 460, 465, 466, 494, 495, 498, 499, 500, 502, 503, 506, 507, 509, 510, 521, 565, 577, 578, 579, 580, 586, 588, 609, 615, 618, 619, 656, 660, 664, 667, 676, 679, 691, 692, 695, 697, 698, 699, 700, 702, 728, 730, 731, 734, 736, 739, 752, 786, 791, 796, 1019, 1020, 1021, 1022, 1037, 1038, 1039, 1040, 1045, 1081, 1102, 1143, 1154, 1188, 1196, 1197, 1199, 1200, 1201, 1202, 1212, 1220, 1243, 1246, 1249, 1253, 1261, 1270, 1272, 1275, 1276, 1281, 1282, 1326, 1327, 1329, 1332, 1333, 1349, 1350, 1391, 1396, 1409], "observ": [9, 13, 132, 223, 1417, 1429], "attend": 9, "14": [9, 11, 16, 19, 25, 38, 44, 64, 66, 71, 229, 230, 231, 383, 384, 405, 406, 501, 619, 690, 1153, 1245, 1253, 1265, 1409, 1411, 1429], "event": [9, 25, 99, 100, 110, 1168, 1232, 1303], "18": [9, 44, 64, 66, 93, 324, 325, 345, 383, 384, 618, 1172, 1252, 1258, 1261, 1263, 1266, 1272, 1396, 1409, 1419, 1420, 1424, 1429], "bipartit": [9, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 350, 351, 358, 377, 439, 440, 443, 581, 588, 758, 1043, 1106, 1154, 1206, 1207, 1208, 1268, 1328, 1398, 1401, 1402, 1403, 1404, 1409, 1410, 1414, 1416, 1420, 1424, 1428], "biadjac": [9, 282, 283, 1403, 1409], "7": [9, 12, 14, 19, 25, 35, 44, 46, 63, 64, 65, 66, 68, 89, 99, 101, 102, 115, 125, 151, 158, 170, 171, 192, 207, 232, 268, 297, 299, 314, 322, 327, 332, 333, 339, 340, 342, 362, 374, 380, 391, 403, 410, 413, 414, 415, 423, 424, 425, 426, 441, 445, 446, 483, 496, 501, 508, 511, 512, 555, 581, 586, 618, 619, 630, 652, 658, 663, 671, 674, 680, 695, 703, 706, 707, 708, 730, 747, 750, 761, 796, 853, 857, 866, 867, 881, 892, 898, 902, 911, 912, 915, 920, 928, 934, 938, 947, 973, 979, 983, 992, 996, 1010, 1037, 1039, 1040, 1042, 1052, 1053, 1085, 1100, 1104, 1151, 1215, 1245, 1251, 1253, 1254, 1258, 1261, 1263, 1276, 1326, 1329, 1333, 1342, 1343, 1348, 1351, 1352, 1353, 1385, 1395, 1397, 1405, 1406, 1408, 1411, 1412, 1413, 1414, 1415, 1416, 1429], "12": [9, 11, 19, 25, 44, 50, 55, 58, 64, 65, 66, 89, 91, 93, 229, 230, 231, 265, 345, 380, 381, 392, 399, 405, 406, 407, 449, 486, 501, 516, 568, 572, 574, 606, 616, 1052, 1053, 1054, 1136, 1139, 1153, 1247, 1248, 1252, 1257, 1260, 1266, 1338, 1409, 1411, 1415, 1429], "9": [9, 11, 12, 19, 25, 35, 44, 46, 63, 64, 65, 66, 68, 82, 89, 101, 102, 111, 115, 125, 232, 293, 295, 339, 340, 342, 346, 347, 356, 374, 380, 405, 406, 424, 438, 449, 494, 496, 501, 504, 505, 508, 545, 566, 581, 586, 676, 706, 707, 708, 761, 1100, 1104, 1151, 1153, 1197, 1202, 1215, 1220, 1238, 1249, 1258, 1270, 1276, 1286, 1287, 1326, 1329, 1331, 1399, 1406, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429], "11": [9, 25, 33, 44, 56, 59, 64, 65, 66, 68, 89, 102, 110, 115, 157, 210, 239, 240, 297, 298, 303, 306, 307, 323, 392, 399, 405, 406, 407, 413, 415, 417, 422, 501, 514, 517, 606, 618, 680, 721, 738, 856, 901, 937, 982, 1052, 1053, 1054, 1100, 1153, 1290, 1406, 1413, 1416, 1417, 1422, 1427, 1428, 1429], "13": [9, 11, 38, 44, 64, 66, 89, 91, 156, 229, 230, 231, 343, 501, 703, 855, 900, 936, 981, 1153, 1195, 1409, 1423, 1429], "16": [9, 19, 31, 44, 45, 64, 66, 70, 229, 230, 231, 346, 347, 387, 389, 390, 394, 453, 508, 511, 512, 519, 571, 592, 606, 748, 749, 750, 1109, 1208, 1259, 1274, 1289, 1326, 1409, 1414, 1429], "17": [9, 21, 44, 64, 66, 103, 229, 230, 231, 297, 508, 680, 693, 1408, 1409, 1429], "friend": [9, 545, 1410, 1415], "member": [9, 92, 93, 94, 100, 112, 315, 317, 318, 319, 330, 391, 483, 484, 586, 691, 1225, 1270, 1406], "evelyn": 9, "jefferson": 9, "laura": 9, "mandevil": 9, "theresa": 9, "anderson": 9, "brenda": 9, "roger": 9, "charlott": 9, "mcdowd": 9, "franc": 9, "eleanor": 9, "nye": 9, "pearl": [9, 132], "oglethorp": 9, "ruth": 9, "desand": 9, "vern": 9, "sanderson": 9, "myra": 9, "liddel": 9, "katherina": 9, "sylvia": 9, "avondal": 9, "nora": 9, "fayett": 9, "helen": 9, "lloyd": 9, "dorothi": 9, "murchison": 9, "olivia": 9, "carleton": 9, "flora": 9, "price": 9, "meet": [9, 94, 1168, 1199, 1200, 1201], "50": [9, 25, 30, 34, 40, 50, 54, 55, 56, 57, 64, 65, 272, 312, 1117, 1196, 1200, 1201, 1254, 1300, 1305], "45": [9, 58, 64, 110, 226, 300, 409, 1178], "57": [9, 64], "46": [9, 64, 235, 564, 619, 1267], "24": [9, 19, 37, 64, 66, 68, 103, 383, 384, 496, 505, 508, 703, 1215, 1232, 1247, 1265, 1274, 1406], "32": [9, 64, 66, 68, 209, 211, 212, 383, 384, 564, 703, 1406, 1414], "36": [9, 21, 64, 68, 752, 1153, 1265, 1274, 1356, 1357, 1382, 1406], "31": [9, 64, 66, 229, 230, 231, 260, 261, 262, 289, 383, 384, 409, 703, 1229, 1238, 1406], "40": [9, 50, 64, 80, 101, 297, 300, 555, 672, 1176, 1243, 1274], "38": [9, 64, 688, 1274], "33": [9, 58, 64, 66, 68, 93, 383, 384, 500, 514, 703, 1270, 1274, 1406, 1417], "37": [9, 56, 64, 68, 303, 311, 312, 323, 324, 325, 496, 508, 1039, 1040, 1274, 1396, 1406, 1411, 1428], "43": [9, 64, 324, 325, 606, 1247, 1274], "34": [9, 64, 68, 331, 508, 762, 1274, 1406], "algorithm": [9, 14, 15, 44, 52, 54, 88, 93, 94, 95, 96, 102, 103, 107, 109, 110, 111, 112, 114, 115, 117, 120, 121, 122, 125, 127, 128, 132, 133, 136, 141, 151, 210, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 226, 227, 228, 229, 230, 231, 232, 235, 249, 251, 252, 253, 254, 255, 256, 258, 260, 261, 262, 263, 264, 265, 266, 267, 272, 275, 277, 278, 280, 282, 284, 285, 286, 287, 288, 289, 290, 293, 296, 297, 298, 299, 301, 302, 303, 306, 307, 308, 309, 311, 312, 315, 320, 322, 323, 324, 325, 326, 329, 330, 331, 332, 333, 337, 339, 340, 341, 342, 343, 345, 346, 347, 352, 358, 361, 362, 366, 371, 372, 373, 374, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 389, 390, 394, 399, 405, 406, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 424, 425, 426, 427, 428, 429, 430, 432, 433, 435, 437, 440, 449, 451, 452, 453, 454, 455, 460, 464, 466, 468, 481, 482, 483, 488, 494, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 512, 513, 514, 516, 519, 520, 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1425, 1427, 1428, 1429], "davis_southern_women_graph": [9, 88, 263], "top": [9, 34, 52, 67, 106, 111, 112, 115, 125, 260, 272, 284, 350, 381, 670, 675, 770, 1106, 1137, 1139, 1255, 1399, 1402, 1410, 1415, 1416, 1419], "bottom": [9, 91, 115, 260, 272, 274, 284, 285, 286, 287, 288, 350, 381, 1137, 1139, 1158, 1407, 1419], "biadjacency_matrix": [9, 283], "onto": [9, 284, 285, 286, 287, 288, 559, 560, 1126], "projected_graph": [9, 115, 284, 285, 286, 288, 351], "keep": [9, 92, 93, 94, 115, 204, 345, 346, 347, 362, 377, 387, 389, 390, 394, 583, 598, 693, 694, 891, 972, 1117, 1210, 1213, 1281, 1282, 1299, 1379, 1397, 1414, 1417], "co": [9, 26, 94, 99, 144, 752, 1329], "occur": [9, 93, 95, 100, 230, 231, 277, 278, 280, 383, 581, 582, 583, 588, 1043, 1117, 1120, 1129, 1285, 1299], "count": [9, 185, 237, 238, 242, 243, 245, 297, 298, 310, 315, 330, 360, 386, 443, 568, 597, 619, 749, 753, 874, 917, 944, 950, 956, 959, 999, 1060, 1182, 1281, 1282, 1409, 1410, 1419], "share": [9, 54, 58, 92, 94, 112, 165, 199, 214, 215, 216, 221, 278, 285, 287, 288, 294, 358, 359, 376, 418, 419, 460, 462, 480, 569, 578, 691, 732, 862, 887, 907, 925, 943, 968, 988, 1007, 1220, 1331], "contact": [9, 92, 688, 1198, 1329], "weighted_projected_graph": [9, 284, 285, 286, 287, 1420], "648": 9, "072": [9, 17, 76, 78], "plot_davis_club": [9, 17], "retain": [10, 102, 110, 230, 284, 285, 286, 287, 288, 1100, 1190, 1298], "pattern": [10, 54, 93, 103, 236, 241, 244, 248, 385, 494, 519, 555, 671, 672, 673, 674, 690, 691, 693, 762, 786, 1036, 1088, 1391, 1416], "add": [10, 11, 26, 34, 41, 45, 49, 52, 61, 71, 88, 89, 91, 93, 94, 101, 102, 105, 106, 115, 151, 152, 153, 154, 156, 157, 158, 164, 207, 222, 223, 229, 282, 285, 341, 374, 411, 412, 423, 428, 430, 431, 450, 460, 581, 582, 583, 589, 614, 615, 618, 619, 654, 690, 701, 717, 718, 796, 850, 853, 854, 855, 856, 857, 892, 895, 898, 899, 900, 901, 902, 928, 931, 934, 935, 936, 937, 938, 973, 976, 979, 980, 981, 982, 983, 984, 1010, 1037, 1038, 1039, 1040, 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717, 718, 751, 1220, 1239, 1298, 1299, 1303, 1306, 1329, 1419, 1420], "result": [10, 11, 25, 71, 92, 95, 101, 103, 109, 110, 112, 142, 165, 209, 218, 220, 230, 231, 255, 269, 271, 273, 276, 283, 284, 285, 286, 287, 288, 289, 299, 300, 305, 324, 325, 330, 374, 380, 381, 382, 385, 386, 391, 411, 412, 416, 418, 440, 464, 466, 467, 490, 494, 498, 499, 509, 510, 511, 512, 564, 565, 566, 584, 585, 587, 601, 609, 615, 626, 627, 629, 676, 678, 690, 692, 704, 710, 717, 786, 791, 862, 907, 943, 984, 988, 1038, 1042, 1082, 1094, 1098, 1099, 1102, 1103, 1105, 1112, 1113, 1114, 1116, 1124, 1134, 1135, 1141, 1142, 1143, 1144, 1145, 1153, 1155, 1157, 1160, 1162, 1163, 1166, 1178, 1180, 1183, 1204, 1225, 1228, 1242, 1281, 1282, 1284, 1299, 1302, 1306, 1311, 1329, 1331, 1334, 1337, 1362, 1405, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1419, 1420, 1428, 1429], "fewer": [10, 420, 421, 681, 683, 690, 692, 693, 694, 762, 786, 1216, 1218], "compress": [10, 25, 268, 512, 577, 690, 786, 1116, 1245, 1336, 1337, 1342, 1343, 1347, 1353, 1360, 1361, 1374, 1375, 1379], "suptitl": [10, 15], "original_graph": [10, 15, 690], "white_nod": 10, "red_nod": 10, "250": [10, 32, 1168], "white": [10, 21, 25, 82, 83, 127, 214, 215, 216, 220, 427, 1398, 1401, 1409], "add_nodes_from": [10, 15, 16, 36, 70, 71, 82, 89, 115, 156, 165, 199, 207, 236, 237, 248, 265, 267, 268, 423, 425, 426, 469, 555, 690, 796, 855, 862, 887, 892, 900, 907, 925, 928, 936, 943, 968, 973, 981, 988, 1007, 1010, 1037, 1039, 1040, 1065, 1197, 1220, 1294, 1407, 1409, 1416, 1429], "add_edges_from": [10, 15, 16, 36, 41, 70, 82, 89, 115, 132, 151, 158, 165, 199, 204, 207, 236, 248, 287, 327, 376, 422, 423, 425, 426, 460, 469, 501, 511, 512, 572, 574, 588, 688, 690, 705, 706, 707, 709, 730, 742, 743, 796, 853, 857, 862, 887, 891, 892, 898, 902, 907, 925, 927, 928, 934, 938, 943, 956, 962, 963, 968, 972, 973, 979, 983, 988, 999, 1002, 1003, 1007, 1009, 1010, 1037, 1039, 1040, 1070, 1085, 1094, 1138, 1157, 1220, 1290, 1294, 1329, 1407, 1410, 1429], "base_opt": [10, 15], "dict": [10, 15, 19, 25, 39, 54, 57, 58, 67, 70, 88, 101, 102, 107, 109, 144, 145, 148, 157, 159, 160, 165, 168, 169, 176, 179, 184, 189, 190, 195, 197, 200, 202, 204, 207, 220, 237, 239, 240, 252, 290, 309, 310, 329, 334, 336, 353, 408, 411, 412, 416, 422, 427, 470, 473, 481, 482, 496, 502, 512, 545, 561, 563, 565, 566, 575, 577, 578, 579, 580, 588, 614, 628, 631, 636, 637, 638, 640, 642, 644, 645, 646, 647, 648, 649, 662, 666, 669, 687, 688, 691, 705, 706, 707, 713, 715, 749, 750, 760, 796, 849, 856, 858, 859, 862, 865, 870, 873, 878, 879, 884, 888, 890, 891, 892, 894, 901, 903, 904, 907, 910, 916, 923, 926, 927, 928, 930, 931, 935, 937, 939, 940, 943, 946, 947, 951, 955, 960, 965, 969, 971, 972, 973, 975, 976, 980, 982, 984, 985, 988, 991, 992, 998, 1005, 1008, 1009, 1010, 1012, 1013, 1018, 1019, 1020, 1021, 1022, 1037, 1038, 1039, 1040, 1041, 1042, 1045, 1047, 1085, 1086, 1091, 1094, 1097, 1106, 1107, 1108, 1109, 1110, 1111, 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1336, 1337, 1340, 1341, 1342, 1343, 1345, 1347, 1353, 1356, 1360, 1361, 1371, 1374, 1375, 1378, 1379, 1382, 1407, 1416], "In": [11, 16, 27, 43, 54, 57, 58, 88, 92, 93, 94, 95, 97, 99, 100, 101, 103, 110, 115, 127, 132, 133, 175, 184, 199, 217, 229, 230, 231, 235, 240, 257, 258, 259, 278, 283, 286, 288, 289, 299, 311, 312, 324, 325, 329, 350, 357, 378, 379, 380, 410, 413, 414, 415, 422, 429, 443, 447, 450, 458, 460, 494, 498, 499, 501, 510, 565, 568, 572, 574, 590, 591, 615, 619, 621, 652, 653, 654, 657, 658, 663, 670, 675, 676, 690, 691, 701, 703, 717, 718, 719, 730, 732, 740, 741, 742, 743, 761, 762, 767, 770, 789, 791, 796, 869, 873, 887, 916, 925, 954, 955, 968, 997, 998, 1007, 1037, 1038, 1039, 1040, 1042, 1043, 1066, 1100, 1101, 1117, 1157, 1171, 1202, 1206, 1209, 1210, 1211, 1213, 1219, 1220, 1225, 1229, 1234, 1236, 1244, 1298, 1299, 1303, 1323, 1324, 1329, 1331, 1353, 1397, 1401, 1402, 1407, 1408, 1409, 1410, 1411, 1412, 1416, 1417, 1429], "languag": [11, 92, 99, 110, 1042, 1327, 1344, 1345, 1347, 1384, 1385, 1386, 1414], "discret": [11, 104, 235, 249, 362, 409, 513, 517, 518, 618, 1167, 1168, 1181, 1183, 1189, 1193, 1207, 1281, 1282, 1285, 1317, 1318, 1326, 1409], "global": [11, 103, 314, 341, 410, 477, 486, 487, 509, 592, 1045, 1272, 1299, 1304, 1307, 1308, 1331, 1410, 1412, 1414], "attractor": [11, 388], "map": [11, 34, 38, 52, 67, 101, 102, 103, 115, 125, 144, 145, 148, 166, 169, 197, 238, 243, 264, 350, 369, 391, 412, 416, 417, 418, 419, 423, 424, 425, 426, 431, 440, 460, 530, 531, 534, 540, 541, 544, 545, 559, 560, 561, 563, 588, 614, 670, 676, 678, 751, 752, 760, 762, 863, 908, 944, 947, 989, 992, 1012, 1013, 1018, 1019, 1038, 1039, 1040, 1045, 1136, 1138, 1140, 1220, 1272, 1298, 1299, 1309, 1313, 1320, 1321, 1327, 1328, 1364, 1365, 1396, 1405, 1409, 1411, 1415, 1416, 1428, 1429], "restrict": [11, 102, 128, 353, 791, 1038, 1082, 1407], "For": [11, 54, 67, 88, 92, 93, 95, 97, 99, 101, 102, 103, 105, 107, 110, 115, 125, 128, 132, 143, 151, 158, 159, 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731, 786, 1138, 1165, 1177, 1188, 1190, 1197, 1278, 1279, 1356, 1357, 1382, 1407, 1408, 1411, 1414, 1416, 1417], "smallest": [11, 31, 211, 221, 264, 362, 370, 376, 381, 440, 483, 490, 679, 729, 731, 1048, 1203, 1252, 1262, 1278, 1279, 1305, 1323, 1324, 1410], "177": [11, 297, 298, 306, 307, 329], "e": [11, 15, 16, 31, 34, 38, 46, 52, 61, 65, 67, 69, 71, 76, 82, 89, 91, 92, 93, 94, 95, 97, 99, 101, 102, 103, 104, 107, 110, 111, 112, 115, 127, 141, 144, 151, 152, 157, 158, 168, 170, 171, 177, 189, 192, 195, 207, 211, 217, 218, 221, 226, 233, 236, 241, 244, 248, 249, 267, 275, 278, 280, 282, 284, 288, 289, 290, 293, 295, 300, 301, 302, 305, 306, 307, 308, 309, 311, 312, 313, 322, 324, 325, 326, 331, 332, 333, 339, 340, 341, 343, 345, 355, 356, 358, 361, 371, 372, 374, 378, 383, 385, 398, 405, 406, 429, 434, 449, 452, 453, 455, 467, 468, 469, 471, 472, 474, 475, 476, 479, 488, 490, 491, 492, 494, 496, 498, 499, 502, 503, 504, 505, 506, 507, 508, 509, 510, 517, 518, 565, 566, 575, 577, 582, 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1204, 1236, 1326, 1406], "1458": 11, "702": 11, "351": 11, "test": [11, 52, 88, 94, 95, 96, 97, 99, 103, 106, 109, 132, 180, 267, 268, 310, 338, 343, 397, 398, 420, 421, 454, 520, 525, 535, 555, 616, 671, 740, 741, 742, 743, 755, 757, 760, 762, 871, 914, 952, 995, 1042, 1070, 1072, 1168, 1329, 1336, 1337, 1340, 1342, 1343, 1347, 1352, 1353, 1374, 1375, 1378, 1379, 1396, 1398, 1399, 1401, 1404, 1408, 1409, 1410, 1411, 1414, 1415, 1416, 1417, 1419, 1420, 1421, 1422, 1423, 1424, 1426, 1427, 1428, 1429], "softwar": [11, 91, 107, 111, 481, 482, 729, 731, 1429], "power": [11, 45, 94, 110, 207, 311, 312, 324, 371, 372, 520, 521, 564, 566, 692, 758, 892, 928, 973, 1010, 1043, 1168, 1178, 1240, 1241, 1258, 1319, 1322, 1398, 1409, 1410, 1429], "abov": [11, 92, 93, 100, 101, 102, 103, 110, 291, 292, 315, 316, 325, 330, 380, 383, 386, 453, 460, 491, 494, 498, 499, 502, 503, 509, 510, 521, 686, 692, 730, 762, 1038, 1102, 1124, 1125, 1126, 1151, 1168, 1188, 1222, 1237, 1277, 1281, 1282, 1303, 1402, 1407, 1410, 1420], "correspond": [11, 67, 101, 103, 144, 161, 167, 222, 223, 227, 228, 229, 230, 231, 232, 233, 234, 265, 266, 281, 311, 312, 324, 325, 331, 332, 350, 361, 362, 380, 391, 415, 417, 418, 419, 422, 460, 476, 482, 511, 514, 581, 583, 588, 609, 615, 616, 624, 628, 629, 630, 677, 678, 679, 728, 729, 731, 732, 742, 743, 748, 791, 850, 864, 895, 909, 931, 945, 976, 990, 1098, 1099, 1101, 1102, 1103, 1105, 1109, 1115, 1138, 1146, 1147, 1178, 1180, 1181, 1182, 1183, 1184, 1196, 1197, 1215, 1225, 1274, 1275, 1277, 1279, 1280, 1281, 1282, 1284, 1326, 1335, 1336, 1338, 1339, 1358, 1361, 1362, 1363, 1366, 1367, 1373, 1397, 1408, 1409], "below": [11, 13, 25, 92, 94, 99, 100, 111, 151, 206, 330, 383, 408, 410, 411, 412, 413, 414, 415, 417, 419, 429, 464, 491, 492, 494, 496, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 565, 615, 692, 796, 853, 898, 934, 979, 1037, 1039, 1040, 1117, 1147, 1178, 1180, 1220, 1225, 1245, 1278, 1279, 1280, 1299, 1352, 1396, 1405, 1407, 1420, 1429], "powersum": 11, "over": [11, 34, 38, 49, 71, 88, 94, 95, 99, 101, 102, 103, 109, 152, 157, 158, 159, 160, 168, 175, 176, 180, 181, 184, 188, 189, 190, 191, 195, 200, 201, 213, 214, 220, 230, 235, 291, 295, 299, 314, 315, 316, 320, 329, 330, 345, 346, 347, 362, 363, 364, 365, 369, 373, 374, 381, 385, 408, 409, 429, 477, 488, 489, 496, 497, 523, 526, 529, 533, 536, 539, 543, 598, 636, 678, 690, 703, 704, 705, 706, 707, 708, 710, 711, 719, 733, 734, 736, 738, 762, 849, 851, 854, 856, 857, 858, 859, 865, 869, 870, 871, 872, 873, 877, 878, 879, 880, 884, 888, 889, 894, 896, 899, 901, 902, 903, 904, 910, 914, 915, 916, 923, 930, 932, 935, 937, 938, 939, 940, 946, 951, 952, 953, 955, 960, 961, 965, 969, 970, 975, 977, 980, 982, 983, 984, 985, 991, 995, 996, 998, 1005, 1074, 1075, 1084, 1100, 1195, 1220, 1228, 1236, 1244, 1281, 1282, 1291, 1329, 1331, 1396, 1405, 1407, 1408, 1410, 1412, 1413, 1414, 1415, 1416, 1417, 1419, 1428, 1429], "converg": [11, 311, 324, 373, 564, 565, 566, 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725, 726, 734, 735, 736, 737, 751, 752, 762, 789, 791, 796, 862, 907, 943, 948, 988, 993, 1037, 1038, 1039, 1040, 1042, 1054, 1102, 1103, 1114, 1116, 1126, 1136, 1148, 1150, 1154, 1157, 1168, 1177, 1183, 1189, 1197, 1198, 1200, 1201, 1225, 1232, 1272, 1281, 1282, 1284, 1289, 1292, 1294, 1296, 1299, 1305, 1327, 1328, 1329, 1331, 1340, 1341, 1342, 1348, 1351, 1352, 1353, 1385, 1386, 1397, 1399, 1401, 1406, 1407, 1408, 1409, 1410, 1411, 1413, 1414, 1415, 1416, 1417, 1420, 1428, 1429], "produc": [15, 44, 49, 103, 115, 226, 246, 247, 272, 280, 297, 298, 306, 307, 315, 316, 329, 330, 422, 460, 565, 601, 612, 629, 632, 633, 635, 636, 677, 678, 680, 691, 786, 1097, 1102, 1103, 1105, 1125, 1168, 1182, 1184, 1192, 1215, 1239, 1283, 1284, 1285, 1286, 1287, 1288, 1289, 1290, 1291, 1395, 1402, 1409, 1411, 1419, 1420], "infer": [15, 695, 1104, 1118, 1361, 1415], "differ": [15, 25, 27, 28, 33, 41, 53, 54, 57, 63, 71, 86, 92, 93, 94, 95, 99, 103, 112, 161, 164, 165, 204, 207, 215, 216, 223, 280, 282, 297, 298, 314, 315, 326, 330, 334, 335, 337, 341, 358, 361, 371, 372, 373, 374, 378, 410, 413, 414, 415, 435, 437, 509, 511, 512, 593, 602, 615, 704, 717, 718, 738, 750, 758, 772, 786, 862, 891, 892, 907, 928, 943, 972, 973, 988, 1010, 1102, 1105, 1136, 1168, 1172, 1173, 1174, 1196, 1201, 1210, 1258, 1272, 1290, 1299, 1329, 1368, 1369, 1385, 1397, 1407, 1408, 1409, 1416, 1417, 1428, 1429], "relat": [15, 34, 67, 92, 93, 95, 99, 100, 115, 129, 132, 220, 230, 297, 366, 370, 586, 588, 619, 688, 762, 767, 795, 1205, 1208, 1272, 1326, 1398, 1405, 1409, 1416, 1419, 1428], "strong": [15, 397, 511, 512, 517, 610, 619, 691, 699, 758, 1411], "weak": [15, 398, 691, 758, 1428], "number_of_nod": [15, 25, 80, 156, 187, 311, 324, 337, 383, 564, 581, 852, 855, 876, 897, 900, 919, 933, 936, 958, 978, 981, 1001, 1157, 1274, 1429], "7482934": 15, "_": [15, 16, 26, 38, 93, 105, 300, 333, 356, 372, 405, 406, 425, 426, 502, 503, 506, 507, 569, 588, 630, 1355, 1357, 1381, 1383, 1414], "edge_type_visual_weight_lookup": 15, "edge_weight": [15, 382, 583], "node_attribut": [15, 691], "edge_attribut": [15, 283, 691, 1101], "summary_graph": [15, 691], "snap_aggreg": [15, 758, 1416], "prefix": [15, 67, 512, 690, 691, 1275, 1329, 1350, 1416, 1424], "aggreg": [15, 511, 512, 691, 786], "summary_po": 15, "8375428": 15, "edge_typ": 15, "get_edge_data": [15, 25, 1414], "174": [15, 17, 386, 1167, 1172, 1173, 1174, 1326], "plot_snap": [15, 17], "support": [16, 52, 77, 92, 93, 96, 100, 101, 102, 103, 226, 308, 322, 339, 340, 342, 343, 356, 373, 410, 411, 412, 418, 419, 464, 494, 496, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 597, 626, 627, 632, 633, 635, 636, 690, 738, 762, 775, 786, 796, 1037, 1038, 1039, 1040, 1114, 1116, 1149, 1305, 1329, 1344, 1345, 1347, 1356, 1357, 1358, 1359, 1360, 1361, 1382, 1383, 1384, 1386, 1390, 1397, 1398, 1399, 1401, 1405, 1407, 1409, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429], "unsupport": 16, "contain": [16, 25, 34, 45, 65, 69, 71, 88, 99, 102, 104, 114, 115, 151, 152, 157, 158, 165, 166, 167, 168, 172, 175, 176, 177, 180, 188, 189, 193, 195, 199, 207, 212, 214, 220, 226, 236, 237, 238, 240, 241, 243, 245, 248, 249, 252, 253, 255, 256, 257, 258, 259, 260, 264, 266, 267, 270, 277, 278, 280, 281, 290, 293, 294, 299, 315, 320, 322, 338, 344, 346, 347, 350, 352, 353, 355, 356, 357, 358, 360, 373, 377, 379, 380, 381, 388, 400, 408, 414, 415, 427, 432, 433, 437, 440, 457, 481, 482, 494, 495, 498, 499, 500, 502, 503, 506, 507, 509, 510, 512, 513, 514, 516, 549, 550, 564, 568, 572, 574, 589, 593, 596, 599, 602, 621, 624, 631, 632, 652, 656, 658, 660, 661, 662, 687, 688, 689, 695, 723, 724, 725, 726, 749, 786, 796, 853, 854, 856, 857, 862, 863, 864, 865, 868, 869, 870, 871, 877, 878, 882, 884, 887, 892, 898, 899, 901, 902, 907, 908, 909, 910, 913, 914, 921, 923, 925, 928, 934, 935, 937, 938, 943, 944, 945, 946, 949, 950, 951, 952, 959, 960, 963, 965, 968, 973, 979, 980, 982, 983, 988, 989, 990, 991, 994, 995, 1003, 1005, 1007, 1010, 1037, 1038, 1039, 1040, 1041, 1042, 1052, 1053, 1054, 1061, 1066, 1085, 1086, 1087, 1094, 1097, 1100, 1102, 1103, 1105, 1106, 1118, 1130, 1143, 1153, 1154, 1155, 1157, 1160, 1167, 1176, 1203, 1204, 1209, 1210, 1211, 1214, 1254, 1289, 1299, 1300, 1301, 1305, 1325, 1326, 1327, 1329, 1334, 1337, 1355, 1359, 1362, 1363, 1366, 1367, 1374, 1381, 1393, 1398, 1406, 1407, 1409, 1410, 1412, 1414, 1415, 1417, 1426, 1428, 1429], "entir": [16, 95, 101, 165, 179, 184, 260, 360, 375, 577, 862, 873, 907, 916, 943, 955, 988, 998, 1038, 1085, 1100, 1228, 1409, 1412], "adopt": [16, 96, 98, 101, 102, 107, 1408, 1417], "lobpcg": [16, 91, 1278, 1279, 1280], "python_exampl": 16, "graph_partit": 16, "categor": [16, 546, 547, 548, 611], "node_typ": [16, 1345, 1359, 1360], "supported_nod": 16, "unsupported_nod": 16, "remove_edges_from": [16, 89, 192, 453, 602, 881, 920, 962, 1002, 1178, 1180, 1225, 1396, 1397, 1415, 1423, 1429], "nbr": [16, 88, 159, 190, 199, 200, 207, 229, 230, 231, 285, 500, 506, 796, 858, 879, 887, 888, 892, 903, 925, 928, 939, 968, 969, 973, 984, 1007, 1010, 1037, 1039, 1040, 1094, 1329, 1407, 1429], "adj": [16, 88, 199, 200, 207, 324, 325, 796, 849, 887, 888, 892, 894, 915, 925, 928, 930, 968, 969, 973, 975, 996, 1007, 1010, 1037, 1039, 1040, 1094, 1329, 1407, 1414, 1420, 1428, 1429], "g_minus_h": 16, "strip": [16, 25, 69, 1218], "_node_color": 16, "_po": 16, "draw_networkx_edg": [16, 25, 26, 27, 28, 33, 35, 38, 39, 40, 41, 44, 46, 68, 83, 1133, 1136, 1137, 1139, 1140, 1414, 1416], "draw_networkx_label": [16, 25, 35, 38, 46, 71, 1133, 1136, 1137, 1138, 1140], "ncl": 16, "undirect": [16, 25, 34, 71, 93, 112, 177, 185, 204, 205, 209, 211, 212, 214, 215, 216, 217, 218, 219, 220, 221, 224, 227, 228, 229, 230, 231, 232, 237, 239, 240, 246, 247, 264, 267, 275, 277, 278, 280, 281, 293, 294, 295, 297, 298, 300, 313, 315, 318, 319, 321, 322, 328, 330, 331, 332, 333, 337, 338, 341, 345, 346, 347, 348, 349, 350, 352, 353, 371, 372, 379, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 428, 430, 431, 437, 439, 440, 450, 463, 464, 465, 466, 467, 478, 479, 480, 481, 482, 485, 486, 487, 488, 490, 491, 492, 500, 559, 560, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 581, 582, 583, 590, 594, 595, 598, 600, 601, 605, 606, 607, 610, 611, 613, 615, 618, 619, 624, 625, 652, 658, 681, 682, 683, 684, 686, 687, 688, 689, 692, 694, 717, 718, 727, 730, 731, 732, 734, 735, 736, 737, 738, 742, 743, 753, 760, 761, 762, 767, 779, 791, 874, 891, 917, 927, 956, 972, 999, 1009, 1036, 1038, 1056, 1060, 1088, 1090, 1098, 1101, 1115, 1124, 1125, 1126, 1136, 1138, 1149, 1169, 1170, 1176, 1178, 1185, 1187, 1190, 1192, 1193, 1194, 1196, 1199, 1200, 1201, 1202, 1205, 1209, 1210, 1220, 1222, 1233, 1246, 1247, 1250, 1253, 1254, 1255, 1257, 1262, 1276, 1278, 1279, 1281, 1282, 1285, 1301, 1326, 1329, 1330, 1336, 1344, 1345, 1347, 1354, 1355, 1356, 1357, 1374, 1380, 1381, 1382, 1383, 1384, 1386, 1392, 1393, 1398, 1404, 1405, 1407, 1409, 1411, 1414, 1417, 1420, 1429], "And": [16, 23, 47, 86, 93, 101, 107, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 467, 502, 503, 506, 507, 688, 1042, 1299, 1300, 1331, 1411, 1412, 1414, 1419, 1428], "specifi": [16, 24, 25, 62, 102, 151, 152, 157, 158, 167, 184, 185, 193, 207, 222, 223, 226, 232, 236, 238, 240, 241, 243, 244, 246, 247, 248, 260, 264, 266, 267, 268, 269, 271, 273, 276, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 299, 305, 310, 311, 320, 324, 326, 329, 338, 348, 349, 353, 356, 357, 374, 377, 410, 411, 412, 413, 414, 415, 418, 419, 433, 435, 436, 440, 442, 443, 444, 445, 447, 448, 449, 458, 473, 491, 494, 495, 498, 499, 510, 518, 552, 553, 554, 555, 564, 565, 566, 575, 577, 584, 588, 597, 601, 604, 608, 609, 635, 636, 660, 671, 672, 673, 674, 676, 686, 691, 692, 704, 705, 706, 707, 708, 710, 711, 712, 713, 714, 715, 716, 721, 722, 751, 760, 853, 854, 856, 857, 864, 873, 874, 882, 892, 898, 899, 901, 902, 909, 916, 917, 921, 928, 934, 935, 937, 938, 945, 947, 948, 955, 956, 962, 963, 973, 979, 980, 982, 983, 990, 992, 993, 998, 999, 1002, 1003, 1010, 1042, 1043, 1061, 1070, 1071, 1072, 1081, 1094, 1095, 1096, 1098, 1099, 1104, 1117, 1133, 1136, 1137, 1138, 1139, 1140, 1154, 1157, 1168, 1178, 1180, 1181, 1184, 1185, 1192, 1196, 1199, 1200, 1201, 1202, 1205, 1210, 1213, 1214, 1215, 1222, 1225, 1238, 1245, 1278, 1279, 1280, 1281, 1282, 1297, 1298, 1299, 1300, 1303, 1318, 1326, 1327, 1329, 1331, 1334, 1337, 1339, 1340, 1341, 1342, 1343, 1344, 1347, 1348, 1351, 1352, 1353, 1359, 1360, 1363, 1366, 1367, 1385, 1396, 1400, 1401, 1402, 1405, 1406, 1407, 1409, 1410, 1415, 1419, 1429], "to_undirect": [16, 25, 69, 796, 1037, 1039, 1040, 1185, 1187, 1407, 1416, 1429], "magenta": 16, "six": 16, "classifi": [16, 512, 684, 750], "four": [16, 23, 47, 86, 99, 102, 165, 263, 585, 587, 692, 862, 907, 943, 988, 1039, 1040, 1167, 1196, 1202, 1214, 1326, 1410, 1411, 1417, 1429], "green": [16, 32, 38, 70, 93, 115, 464, 598, 760, 1042, 1305, 1333, 1397, 1415, 1429], "goal": [16, 88, 92, 99, 105, 107, 127, 383, 626, 627, 717, 718, 1042], "g_ex": 16, "m": [16, 25, 28, 30, 31, 63, 65, 67, 91, 93, 96, 102, 106, 110, 112, 128, 181, 191, 201, 209, 211, 212, 219, 227, 231, 235, 236, 238, 239, 240, 241, 243, 244, 248, 257, 258, 259, 263, 272, 274, 275, 278, 280, 282, 284, 293, 294, 296, 300, 301, 302, 308, 309, 315, 316, 317, 330, 338, 341, 343, 345, 352, 355, 356, 361, 362, 370, 380, 383, 385, 412, 429, 431, 432, 433, 451, 462, 479, 494, 498, 499, 509, 510, 511, 512, 519, 545, 555, 569, 582, 584, 585, 587, 588, 606, 614, 619, 625, 652, 658, 659, 684, 686, 691, 692, 706, 748, 749, 761, 762, 775, 872, 880, 889, 953, 961, 970, 1060, 1154, 1158, 1160, 1172, 1178, 1180, 1182, 1184, 1202, 1204, 1205, 1206, 1207, 1208, 1210, 1211, 1212, 1213, 1214, 1216, 1218, 1219, 1221, 1222, 1223, 1225, 1226, 1229, 1232, 1233, 1234, 1236, 1237, 1238, 1243, 1259, 1268, 1272, 1274, 1281, 1282, 1283, 1290, 1291, 1295, 1326, 1390, 1409, 1412, 1429], "node_color_list": 16, "nc": [16, 56], "spectral_layout": [16, 43, 1144, 1402, 1409], "subgraphs_of_g_ex": 16, "removed_edg": 16, "node_color_list_c": 16, "One": [16, 52, 55, 101, 102, 103, 115, 545, 559, 560, 679, 684, 761, 1180, 1189, 1275, 1318, 1329, 1407, 1429], "g_ex_r": 16, "compos": [16, 269, 270, 271, 272, 273, 274, 275, 276, 600, 604, 758, 1403, 1409, 1410, 1420, 1426, 1428], "previous": [16, 91, 108, 112, 322, 614, 1185, 1186, 1187, 1398, 1410, 1420], "store": [16, 25, 39, 53, 54, 55, 57, 67, 86, 93, 97, 101, 102, 110, 158, 219, 220, 283, 290, 345, 346, 347, 431, 470, 471, 472, 473, 474, 475, 494, 495, 498, 499, 502, 503, 506, 507, 509, 510, 585, 587, 615, 660, 664, 667, 719, 733, 739, 762, 786, 796, 857, 902, 938, 983, 1037, 1038, 1039, 1040, 1042, 1046, 1085, 1086, 1101, 1102, 1104, 1168, 1173, 1196, 1199, 1200, 1201, 1202, 1216, 1218, 1281, 1297, 1299, 1333, 1336, 1337, 1348, 1351, 1352, 1353, 1362, 1363, 1366, 1367, 1368, 1369, 1374, 1385, 1391, 1393, 1397, 1407, 1417], "assert": [16, 67, 88, 102, 1414, 1417, 1427, 1428, 1429], "is_isomorph": [16, 584, 585, 587, 588, 608, 671, 690, 739, 758, 761, 762, 1402, 1409], "651": [16, 17], "plot_subgraph": [16, 17, 1417], "27": [17, 64, 66, 68, 102, 226, 235, 266, 301, 302, 308, 309, 326, 358, 383, 384, 435, 436, 453, 703, 1261, 1298, 1339, 1406], "311": 17, "auto_examples_algorithm": 17, "03": [17, 21, 25, 47, 59, 85, 112, 217, 274, 300], "read": [18, 22, 25, 40, 52, 54, 55, 57, 58, 65, 75, 86, 93, 94, 100, 115, 159, 165, 167, 190, 200, 267, 583, 618, 796, 858, 862, 864, 879, 888, 903, 907, 909, 939, 943, 945, 947, 969, 984, 988, 990, 992, 1012, 1013, 1018, 1019, 1020, 1021, 1022, 1035, 1036, 1037, 1038, 1039, 1040, 1042, 1043, 1061, 1066, 1082, 1083, 1088, 1121, 1146, 1147, 1273, 1299, 1328, 1329, 1332, 1333, 1336, 1340, 1341, 1345, 1346, 1348, 1351, 1352, 1353, 1354, 1355, 1357, 1359, 1360, 1370, 1371, 1374, 1378, 1380, 1381, 1383, 1384, 1385, 1386, 1389, 1390, 1391, 1392, 1393, 1397, 1398, 1400, 1401, 1404, 1405, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1416, 1417, 1421, 1427, 1428], "write": [18, 22, 49, 52, 75, 76, 77, 86, 89, 93, 99, 105, 110, 115, 267, 268, 470, 1012, 1013, 1018, 1019, 1020, 1021, 1022, 1042, 1047, 1123, 1126, 1132, 1303, 1328, 1329, 1332, 1333, 1337, 1340, 1342, 1343, 1347, 1348, 1351, 1352, 1353, 1355, 1357, 1360, 1361, 1375, 1378, 1379, 1381, 1383, 1384, 1385, 1386, 1390, 1391, 1393, 1398, 1400, 1401, 1402, 1404, 1405, 1408, 1409, 1414, 1415, 1417, 1428, 1429], "simpl": [18, 22, 23, 32, 47, 86, 93, 94, 97, 100, 103, 109, 110, 132, 184, 220, 229, 230, 231, 249, 287, 293, 300, 304, 313, 321, 328, 332, 333, 338, 343, 371, 372, 373, 380, 381, 423, 425, 438, 452, 453, 468, 479, 481, 482, 490, 496, 500, 504, 505, 508, 514, 517, 518, 594, 608, 624, 632, 677, 678, 679, 680, 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616, 678, 1094, 1178, 1191, 1205, 1225, 1410, 1416], "segment": [52, 55, 338], "major": [52, 95, 98, 99, 100, 102, 103, 104, 106, 107, 1396, 1397, 1406, 1407, 1410], "studi": [52, 91, 110, 606, 1195, 1199, 1326, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428], "topologi": [52, 55, 435, 436, 512, 681, 683, 748, 1205, 1220, 1228, 1232, 1236, 1244, 1329], "encod": [52, 55, 58, 67, 99, 141, 249, 267, 268, 619, 758, 775, 1329, 1336, 1337, 1340, 1341, 1342, 1343, 1344, 1347, 1348, 1351, 1352, 1353, 1357, 1358, 1361, 1366, 1371, 1374, 1375, 1378, 1379, 1385, 1409, 1410, 1415], "angular": [52, 55], "inform": [52, 66, 92, 93, 99, 100, 101, 102, 103, 107, 111, 112, 121, 132, 159, 165, 200, 202, 204, 220, 226, 230, 231, 249, 301, 302, 303, 308, 309, 314, 323, 324, 325, 338, 405, 406, 438, 453, 455, 480, 488, 500, 512, 564, 566, 568, 572, 573, 574, 583, 592, 614, 619, 624, 691, 775, 782, 786, 796, 858, 862, 888, 890, 891, 903, 907, 926, 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720], "laboratori": 91, "pi": [91, 653, 1114], "program": [91, 105, 110, 362, 455, 488, 490, 678, 1119, 1120, 1128, 1229, 1305, 1327, 1329, 1331, 1417], "offic": [91, 1270], "complex": [91, 94, 101, 105, 210, 217, 229, 230, 231, 239, 240, 274, 290, 293, 294, 300, 314, 327, 330, 331, 332, 333, 337, 346, 347, 355, 356, 371, 372, 376, 385, 386, 423, 434, 438, 452, 453, 494, 500, 519, 520, 521, 574, 616, 619, 625, 659, 692, 698, 699, 749, 1120, 1129, 1178, 1182, 1199, 1200, 1201, 1344, 1345, 1347, 1384, 1410, 1411, 1412, 1413, 1414, 1415, 1416, 1417, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428], "depart": [91, 494], "physic": [91, 110, 230, 236, 241, 244, 248, 326, 332, 333, 355, 356, 358, 378, 383, 386, 438, 485, 486, 487, 625, 1172, 1173, 1174, 1196, 1225, 1232, 1236], "crutchfield": 91, "institut": [91, 112, 214, 215, 216, 220], "discoveri": [91, 670, 675, 676, 690], "madison": 91, "jessica": 91, "flack": 91, "david": [91, 277, 362, 437, 442, 447, 448, 624, 685, 710, 711, 712, 713, 714, 715, 734, 736, 1149, 1160, 1258, 1411, 1412, 1415], "krakauer": 91, "financi": 91, "summer": [91, 105, 1408, 1416, 1417], "foundat": [91, 110, 412, 431, 441, 445, 446, 619, 751], "grant": [91, 100, 105, 1205], "w911nf": 91, "0288": 91, "darpa": 91, "intellig": [91, 132, 494, 574, 590, 732, 762, 1210, 1213], "subcontract": 91, "No": [91, 92, 228, 282, 284, 285, 286, 287, 288, 444, 450, 460, 680, 1038, 1396, 1397, 1399, 1414], "9060": 91, "000709": 91, "nsf": 91, "phy": [91, 275, 284, 313, 371, 372, 383, 385, 434, 573, 1168, 1180, 1185, 1186, 1187, 1190, 1233, 1237, 1290], "0748828": 91, "templeton": 91, "santa": [91, 214, 215, 216, 220], "fe": [91, 214, 215, 216, 220], "under": [91, 324, 325, 525, 535, 555, 566, 577, 586, 588, 606, 671, 672, 673, 674, 739, 1329, 1415, 1416, 1420], "contract": [91, 110, 391, 500, 584, 585, 587, 618, 619, 767, 1177, 1398, 1416], "0340": 91, "space": [92, 101, 109, 231, 296, 301, 302, 308, 309, 355, 423, 628, 629, 630, 760, 786, 1112, 1147, 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423, 430, 431, 1405], "sink": [141, 302, 309, 416, 418, 494, 495, 498, 499, 501, 502, 503, 506, 507, 509, 510, 565], "pick": [141, 217, 331, 657, 1191, 1210, 1213, 1410], "st": [141, 415, 417], "cut": [141, 222, 223, 293, 377, 382, 387, 389, 390, 394, 411, 412, 414, 415, 416, 417, 419, 427, 428, 429, 442, 443, 444, 445, 447, 494, 495, 498, 499, 500, 502, 503, 506, 507, 509, 510, 619, 758, 760, 1038, 1066, 1115, 1265, 1328, 1398, 1405, 1409, 1416], "refin": [143, 215, 423, 438], "auxgraph": [143, 423], "node_partit": 144, "permut": [144, 368, 452, 453, 455, 466, 748, 1288, 1323, 1324], "containin": 144, "frozenset": [144, 267, 339, 383, 586, 588, 752, 1168, 1336, 1340, 1341, 1415], "abc": [144, 545, 1157, 1209, 1306, 1415, 1416], "interchang": [144, 362], "bool": [145, 146, 148, 149, 165, 168, 171, 176, 184, 189, 196, 204, 208, 232, 237, 238, 242, 243, 245, 249, 250, 258, 265, 266, 267, 268, 272, 275, 286, 287, 288, 291, 294, 295, 296, 297, 298, 299, 301, 302, 305, 306, 307, 308, 309, 310, 314, 315, 322, 324, 325, 326, 327, 330, 343, 350, 355, 362, 393, 394, 395, 396, 397, 398, 439, 454, 462, 463, 467, 479, 480, 488, 489, 491, 494, 498, 499, 509, 510, 513, 514, 515, 516, 517, 518, 520, 521, 522, 545, 562, 564, 578, 579, 580, 581, 588, 613, 614, 616, 617, 622, 623, 625, 640, 652, 663, 673, 679, 685, 690, 696, 698, 699, 700, 704, 708, 719, 723, 724, 725, 726, 728, 730, 733, 734, 735, 736, 737, 738, 740, 741, 742, 743, 862, 865, 867, 870, 873, 878, 885, 891, 907, 910, 912, 916, 927, 931, 943, 946, 948, 951, 955, 960, 966, 972, 976, 988, 991, 993, 998, 1039, 1040, 1045, 1057, 1068, 1070, 1071, 1072, 1084, 1091, 1097, 1116, 1124, 1126, 1136, 1137, 1138, 1139, 1172, 1182, 1188, 1192, 1212, 1214, 1215, 1216, 1218, 1227, 1231, 1233, 1234, 1235, 1278, 1279, 1280, 1281, 1282, 1285, 1298, 1299, 1310, 1312, 1315, 1338, 1339, 1340, 1342, 1344, 1345, 1347, 1356, 1357, 1358, 1359, 1360, 1361, 1363, 1367, 1382, 1383], "account": [145, 148, 398, 448, 749, 761, 1273, 1396, 1416], "graph_nod": [145, 148], "subgraph_nod": [145, 148], "find_isomorph": [147, 150], "induc": [148, 167, 199, 211, 226, 342, 388, 392, 406, 427, 436, 437, 470, 487, 494, 495, 498, 499, 502, 503, 506, 507, 509, 510, 512, 586, 589, 752, 761, 762, 864, 887, 909, 925, 945, 968, 990, 1007, 1038, 1061, 1066, 1087, 1102, 1103, 1105, 1192, 1286, 1287, 1396], "u_of_edg": [151, 853, 898], "v_of_edg": [151, 853, 898], "capac": [151, 265, 296, 301, 302, 303, 308, 309, 323, 411, 412, 415, 416, 417, 418, 419, 430, 431, 494, 495, 496, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 758, 853, 898, 934, 979, 1338, 1405], "342": [151, 853, 898, 934, 979, 1258], "ebunch_to_add": [152, 158, 854, 857, 899, 902, 935, 938, 980, 983], "add_weighted_edges_from": [152, 229, 230, 231, 508, 581, 630, 657, 659, 721, 854, 899, 935, 980, 1070, 1329, 1407, 1410, 1429], "runtimeerror": [152, 157, 158, 195, 464, 465, 466, 854, 856, 857, 884, 899, 901, 902, 923, 935, 937, 938, 965, 980, 982, 983, 1005], "happen": [152, 157, 158, 195, 380, 584, 854, 856, 857, 884, 899, 901, 902, 923, 935, 937, 938, 965, 980, 982, 983, 1005, 1406, 1407, 1428], "iterator_of_edg": [152, 158, 854, 857, 899, 902, 935, 938, 980, 983], "wn2898": [152, 854, 899, 935, 980], "wrong": [152, 157, 158, 722, 854, 856, 857, 899, 901, 902, 935, 937, 938, 980, 982, 983, 1409, 1414, 1419, 1428], "start_nod": [153, 154, 155], "end_nod": [153, 154, 155], "reference_neighbor": [153, 154], "half": [153, 154, 155, 164, 177, 183, 206, 297, 298, 615, 653], "clockwis": [153, 154, 169, 182, 197, 615], "networkxexcept": [153, 154, 161, 331, 588, 593, 724, 726, 1043, 1110, 1141, 1183, 1328], "add_half_edge_cw": [153, 155, 164, 615], "connect_compon": [153, 154, 155, 615], "add_half_edge_first": [153, 154, 164, 615], "add_half_edge_ccw": [154, 155, 164, 615], "node_for_ad": [156, 855, 900, 936, 981], "mutabl": [156, 855, 900, 936, 981, 1061, 1066, 1082, 1085, 1086], "hash": [156, 511, 512, 758, 855, 900, 936, 981, 1327, 1328, 1417, 1429], "hello": [156, 157, 855, 856, 900, 901, 936, 937, 981, 982, 1306], "k3": [156, 157, 855, 856, 900, 901, 936, 937, 981, 982, 1220], "utm": [156, 855, 900, 936, 981], "382871": [156, 855, 900, 936, 981], "3972649": [156, 855, 900, 936, 981], "nodes_for_ad": [157, 856, 901, 937, 982], "iterator_of_nod": [157, 195, 856, 884, 901, 923, 937, 965, 982, 1005], "datadict": [159, 190, 200, 207, 734, 736, 858, 879, 888, 892, 903, 928, 939, 969, 973, 1010, 1084, 1315, 1329], "foovalu": [159, 190, 200, 858, 879, 888, 903, 939, 969], "nbrdict": [160, 859, 904, 940, 985, 1019, 1094], "fulfil": [161, 615], "cw": [161, 615], "ccw": [161, 615], "planar": [161, 614, 616, 617, 758, 1110, 1141, 1246, 1249, 1250, 1252, 1328, 1412, 1413], "first_nbr": [161, 615], "invalid": [161, 615, 1416], "alter": [163, 861, 906, 942, 987], "afterward": 164, "as_view": [165, 202, 204, 862, 890, 891, 907, 926, 927, 943, 971, 972, 988, 1008, 1009, 1089, 1090], "shallow": [165, 202, 204, 284, 285, 286, 287, 288, 862, 890, 891, 907, 926, 927, 943, 971, 972, 988, 1008, 1009, 1397], "deepcopi": [165, 202, 204, 862, 890, 891, 907, 926, 927, 943, 971, 972, 988, 1008, 1009, 1412], "__class__": [165, 199, 862, 887, 907, 925, 943, 968, 988, 1007, 1407, 1410, 1412, 1413, 1414], "fresh": [165, 862, 907, 943, 988, 1407], "inspir": [165, 230, 231, 342, 681, 862, 907, 943, 988, 1229, 1326, 1407], "deep": [165, 202, 204, 862, 890, 891, 907, 926, 927, 943, 971, 972, 988, 1008, 1009, 1268, 1397], "degreeview": [166, 863, 908, 944, 950, 989, 1407, 1429], "didegreeview": [166, 863], "outedgeview": [168, 189, 467, 468, 613, 747, 750, 865, 878, 1035, 1083, 1407, 1421], "ddict": [168, 176, 184, 189, 865, 870, 873, 878, 910, 916, 946, 951, 955, 960, 991, 998], "in_edg": [168, 189, 865, 878, 946, 960, 1407, 1409, 1410], "out_edg": [168, 865, 946, 1062, 1407, 1409, 1410, 1429], "quietli": [168, 189, 865, 878, 910, 946, 960, 991, 1087, 1429], "outedgedataview": [168, 189, 865, 878, 1407, 1414], "set_data": 169, "edge_dict": [170, 866, 911, 947, 992], "safe": [170, 866, 911, 1407, 1415], "edge_ind": [171, 867, 912, 948, 993], "data_dictionari": [171, 867, 912], "simpler": [172, 184, 868, 873, 913, 916, 949, 955, 994, 998, 1409, 1410, 1420], "indegreeview": [175, 869, 1407], "deg": [175, 188, 243, 259, 356, 361, 685, 869, 877, 950, 959, 1168, 1182, 1225, 1407], "inedgeview": [176, 870, 1407], "inedgedataview": [176, 870], "silent": [180, 193, 195, 320, 871, 882, 884, 914, 921, 923, 952, 963, 965, 995, 1003, 1005, 1085, 1086, 1130, 1356, 1357, 1362, 1366, 1409, 1416], "niter": [180, 681, 682, 683, 684, 851, 871, 896, 914, 932, 952, 977, 995, 1417], "__iter__": [180, 871, 914, 952, 995, 1306], "nodedata": [184, 873, 916, 955, 998], "5pm": [184, 796, 873, 916, 955, 998, 1037, 1039, 1040, 1397, 1429], "Not": [184, 379, 432, 433, 434, 435, 436, 437, 438, 476, 873, 916, 955, 998, 1117, 1219], "nedg": [185, 588, 874, 917, 956, 999], "__len__": [186, 187, 875, 876, 918, 919, 957, 958, 1000, 1001], "outdegreeview": [188, 877], "Will": [193, 362, 605, 607, 610, 882, 921, 963, 1003, 1407, 1417], "get_data": [197, 616], "inplac": [199, 690, 887, 925, 968, 1007, 1066, 1396], "reduct": [199, 469, 618, 786, 887, 925, 968, 1007, 1066, 1323, 1324, 1416, 1417], "sg": [199, 887, 925, 968, 1007], "largest_wcc": [199, 887, 925, 968, 1007], "is_multigraph": [199, 758, 887, 925, 968, 1007, 1157, 1415], "keydict": [199, 207, 887, 892, 925, 928, 968, 973, 1007, 1010, 1039, 1040], "contrast": [202, 204, 301, 302, 308, 309, 890, 891, 926, 927, 971, 972, 1008, 1009, 1066, 1236, 1244, 1429], "reciproc": [204, 299, 320, 322, 356, 411, 430, 447, 476, 620, 758, 891, 972, 1328, 1419, 1428], "mark_half_edg": 206, "li": [206, 619, 670, 675, 685, 775, 1210, 1213, 1428], "straightforward": [207, 892, 928, 973, 1010], "slightli": [207, 326, 437, 520, 521, 581, 892, 928, 973, 1010, 1168, 1329, 1407, 1410, 1415, 1417, 1428], "singleton": [207, 588, 892, 928, 973, 1010, 1221, 1254, 1410], "preserve_attr": [208, 723, 724, 725, 726], "optimum": [208, 231, 583, 720, 722, 791, 1398, 1409], "arboresc": [208, 460, 719, 720, 722, 724, 726, 740, 743, 758, 1275, 1398, 1409], "span": [208, 226, 227, 228, 295, 508, 618, 619, 624, 719, 720, 722, 724, 726, 732, 733, 734, 735, 736, 737, 738, 758, 1397, 1400, 1409, 1410, 1423], "max_ind_cliqu": 209, "networkxnotimpl": [209, 210, 211, 212, 220, 224, 227, 293, 294, 295, 318, 319, 321, 328, 343, 379, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 403, 404, 405, 406, 407, 422, 424, 425, 426, 427, 429, 455, 457, 458, 459, 460, 468, 481, 482, 500, 589, 590, 608, 680, 732, 1043, 1219, 1278, 1279, 1301, 1328, 1356, 1357, 1382, 1410, 1411], "boppana": [209, 211, 212], "halld\u00f3rsson": [209, 211, 212], "1992": [209, 211, 212, 517, 518, 1410], "exclud": [209, 211, 212, 215, 216, 261, 262, 453, 688, 719, 723, 724, 725, 726, 733, 751, 1036, 1038, 1088, 1220, 1415], "180": [209, 211, 212, 238], "196": [209, 211, 212], "heurist": [210, 220, 228, 233, 234, 377, 380, 381, 427, 494, 509, 626, 627, 652, 663, 703, 758, 1176, 1323, 1324, 1328, 1398, 1411, 1415, 1416], "max_cliqu": 210, "rigor": 210, "pattabiraman": 210, "bharath": 210, "massiv": [210, 217], "421": 210, "448": 210, "1080": [210, 297, 298, 306, 307, 329], "15427951": 210, "986778": 210, "apx": [211, 212], "subseteq": [211, 280, 289, 618, 675], "omega": [211, 758, 782, 1417], "maximum_cliqu": 211, "1007": [211, 226, 296, 301, 302, 303, 308, 309, 323, 324, 325, 341, 431, 451, 498, 574, 1147, 1184], "bf01994876": 211, "iset": 212, "trial": [213, 230, 231, 1198, 1240, 1241], "estim": [213, 224, 297, 306, 313, 564, 625, 626, 627, 782, 1283, 1410], "coeffici": [213, 248, 260, 261, 262, 263, 289, 355, 356, 358, 570, 618, 619, 625, 682, 684, 778, 782, 1400, 1401, 1402, 1409, 1416], "fraction": [213, 257, 259, 286, 289, 297, 299, 304, 306, 315, 317, 318, 319, 321, 322, 326, 328, 330, 356, 358, 359, 519, 1124, 1126, 1168, 1237], "schank": 213, "thoma": [213, 751, 1410, 1412, 1416], "dorothea": [213, 1171], "wagner": [213, 429, 758, 1171, 1405, 1409], "universit\u00e4t": 213, "karlsruh": 213, "fakult\u00e4t": 213, "f\u00fcr": 213, "informatik": [213, 412], "5445": 213, "ir": [213, 606], "1000001239": 213, "erdos_renyi_graph": [213, 1227, 1235, 1329, 1409, 1429], "214": 213, "cutoff": [214, 215, 310, 326, 383, 410, 411, 412, 418, 419, 494, 495, 498, 499, 510, 637, 638, 640, 641, 642, 643, 644, 647, 648, 649, 656, 660, 661, 662, 667, 668, 669, 677, 678, 1237, 1401, 1405, 1409, 1416, 1419, 1427, 1428], "distinct": [214, 215, 255, 281, 288, 352, 391, 452, 453, 460, 578, 595, 608, 618, 700, 701, 734, 735, 736, 737, 789, 1153, 1247, 1274, 1326, 1329, 1331, 1398, 1420], "nonadjac": [214, 215, 480, 584, 585, 587], "cutset": [214, 215, 414, 415, 416, 417, 427, 428, 500, 506, 758], "menger": [214, 215, 216], "theorem": [214, 215, 216, 220, 235, 281, 311, 312, 322, 411, 506, 507, 514, 517, 518, 618, 1193, 1208], "local_node_connect": [214, 216, 408, 409, 410, 411, 413], "node_connect": [214, 215, 409, 410, 411, 412, 414, 415, 416, 417, 419, 427, 428, 1405], "dougla": [214, 215, 216, 220, 1416, 1428], "035": [214, 215, 216, 220], "eclect": [214, 215, 216], "ss": [214, 215, 216], "uci": [214, 215, 216, 467, 704, 706, 707, 708, 710, 734, 736], "drwhite": [214, 215, 216], "pprint": [214, 577, 711], "all_pairs_node_connect": [215, 216, 1405, 1427, 1428], "bf": [215, 216, 217, 363, 588, 704, 706, 707, 708, 717, 1400, 1404, 1409, 1412, 1415, 1416], "lose": [215, 796, 1037, 1039, 1040], "accuraci": [215, 312, 786], "platon": [215, 216, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 1248, 1251, 1257, 1260, 1264, 1266], "octahedr": [215, 216, 1260], "approx": [215, 216, 227, 229, 230, 231, 1416], "octahedral_graph": [215, 216], "vari": [217, 238, 243, 373, 378, 569, 695], "sweep": [217, 1415], "dsweep": 217, "a_1": [217, 477, 1124, 1125, 1126], "a_2": 217, "magnien": [217, 260, 261, 262, 289], "cl\u00e9menc": [217, 260, 261, 262, 289], "matthieu": [217, 260, 261, 262, 274, 289], "latapi": [217, 260, 261, 262, 274, 289], "michel": 217, "habib": 217, "empir": 217, "tight": 217, "jea": 217, "0904": 217, "2728": 217, "crescenzi": 217, "pierluigi": 217, "roberto": 217, "grossi": 217, "leonardo": 217, "lanzi": 217, "andrea": [217, 1168, 1416], "marino": 217, "symposium": [217, 619, 1189, 1198, 1242], "berlin": [217, 520, 521, 1416], "heidelberg": [217, 520, 521], "ut": 217, "ee": [217, 313], "mtat": 217, "2014_fall": 217, "domin": [218, 219, 311, 410, 414, 481, 482, 483, 484, 758, 1328, 1398, 1403, 1409, 1410], "opt": [218, 221, 1428], "min_weight_dominating_set": 219, "vazirani": [219, 221], "vijai": [219, 221, 517], "min_dens": 220, "95": [220, 590, 1286, 1287, 1385], "nest": [220, 427, 728, 730, 791, 1038, 1045, 1061, 1094, 1299, 1311, 1351, 1358, 1359, 1360, 1361, 1386, 1409], "forth": [220, 427], "relax": [220, 227, 1174, 1416], "narrow": [220, 1168], "whitnei": 220, "bicompon": [220, 387, 389, 390, 394], "ferraro": [220, 427], "cohes": [220, 427, 437], "1503": [220, 427], "04476v1": [220, 427], "santaf": 220, "ind": 220, "embedded": [220, 305, 427], "sociolog": [220, 427, 748], "103": [220, 427, 1225, 1291, 1295], "2307": [220, 297, 1258], "3088904": 220, "petersen": [220, 427, 761, 1254, 1259, 1262], "triconnect": [220, 427], "apxa": 220, "petersen_graph": [220, 380, 427, 492, 761, 1119, 1120, 1429], "fo": 221, "initial_cut": 222, "highest": [222, 269, 273, 276, 337, 357, 374, 387, 389, 390, 394, 428, 509, 688, 703, 1183], "suppli": [222, 256, 277, 278, 280, 281, 594, 1200, 1323, 1324, 1329, 1348, 1351, 1352, 1353, 1385, 1411, 1416], "cut_valu": [222, 429, 500, 506, 507, 1405], "probabl": [223, 227, 230, 231, 236, 237, 238, 241, 242, 243, 245, 274, 275, 296, 358, 452, 468, 593, 675, 738, 758, 796, 1037, 1039, 1040, 1171, 1172, 1173, 1174, 1176, 1178, 1182, 1185, 1187, 1188, 1189, 1190, 1191, 1196, 1198, 1199, 1200, 1201, 1202, 1206, 1208, 1227, 1228, 1230, 1231, 1232, 1233, 1235, 1236, 1237, 1238, 1239, 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How do I find it in the source code?": [[97, "q-i-want-to-work-on-a-specific-function-how-do-i-find-it-in-the-source-code"]], "Q: What is the policy for deciding whether to include a new algorithm?": [[97, "q-what-is-the-policy-for-deciding-whether-to-include-a-new-algorithm"]], "NXEPs": [[98, "nxeps"], [1416, "nxeps"]], "NXEP 0 \u2014 Purpose and Process": [[99, "nxep-0-purpose-and-process"]], "What is a NXEP?": [[99, "what-is-a-nxep"]], "Types": [[99, "types"]], "NXEP Workflow": [[99, "nxep-workflow"]], "Review and Resolution": [[99, "review-and-resolution"]], "How a NXEP becomes Accepted": [[99, "how-a-nxep-becomes-accepted"]], "Maintenance": [[99, "maintenance"]], "Format and Template": [[99, "format-and-template"]], "Header Preamble": [[99, "header-preamble"]], "References and Footnotes": [[99, "references-and-footnotes"]], "NXEP 1 \u2014 Governance and Decision Making": [[100, "nxep-1-governance-and-decision-making"]], "Abstract": [[100, "abstract"], [101, "abstract"], [102, 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"backward-compatibility"]], "Detailed description": [[101, "detailed-description"], [102, "detailed-description"], [103, "detailed-description"], [104, "detailed-description"]], "Related Work": [[101, "related-work"], [102, "related-work"], [103, "related-work"], [104, "related-work"]], "Implementation": [[101, "implementation"], [102, "implementation"], [103, "implementation"], [104, "implementation"]], "Alternatives": [[101, "alternatives"], [102, "alternatives"], [103, "alternatives"], [104, "alternatives"]], "Discussion": [[101, "discussion"], [102, "discussion"], [103, "discussion"], [104, "discussion"]], "Resolution": [[101, "resolution"]], "NXEP 3 \u2014 Graph Builders": [[102, "nxep-3-graph-builders"]], "NXEP 4 \u2014 Adopting numpy.random.Generator as default random interface": [[103, "nxep-4-adopting-numpy-random-generator-as-default-random-interface"]], "NXEP X \u2014 Template and Instructions": [[104, "nxep-x-template-and-instructions"]], "Mentored Projects": [[105, "mentored-projects"]], "Pedagogical Interactive Notebooks for Algorithms Implemented in NetworkX": [[105, "pedagogical-interactive-notebooks-for-algorithms-implemented-in-networkx"]], "Completed Projects": [[105, "completed-projects"]], "Release Process": [[106, "release-process"]], "Roadmap": [[107, "roadmap"]], "Installation": [[107, "installation"]], "Sustainability": [[107, "sustainability"]], "Performance": [[107, "performance"]], "Documentation": [[107, "documentation"], [1409, "documentation"], [1409, "id71"], [1409, "id75"]], "Linear Algebra": [[107, "linear-algebra"]], "Interoperability": [[107, "interoperability"]], "Visualization": [[107, "visualization"]], "Mission and Values": [[109, "mission-and-values"]], "Our mission": [[109, "our-mission"]], "Our values": [[109, "our-values"]], "Software for Complex Networks": [[110, "software-for-complex-networks"]], "Citing": [[110, "citing"]], "Audience": [[110, "audience"]], "Python": [[110, "python"]], "License": [[110, 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"single-source-dijkstra-path"]], "single_source_dijkstra_path_length": [[669, "single-source-dijkstra-path-length"]], "generate_random_paths": [[670, "generate-random-paths"]], "graph_edit_distance": [[671, "graph-edit-distance"]], "optimal_edit_paths": [[672, "optimal-edit-paths"]], "optimize_edit_paths": [[673, "optimize-edit-paths"]], "optimize_graph_edit_distance": [[674, "optimize-graph-edit-distance"]], "panther_similarity": [[675, "panther-similarity"]], "simrank_similarity": [[676, "simrank-similarity"]], "all_simple_edge_paths": [[677, "all-simple-edge-paths"]], "all_simple_paths": [[678, "all-simple-paths"]], "is_simple_path": [[679, "is-simple-path"]], "shortest_simple_paths": [[680, "shortest-simple-paths"]], "lattice_reference": [[681, "lattice-reference"]], "omega": [[682, "omega"]], "random_reference": [[683, "random-reference"]], "sigma": [[684, "sigma"]], "s_metric": [[685, "s-metric"]], "spanner": [[686, "spanner"]], "constraint": [[687, "constraint"]], "effective_size": [[688, "effective-size"]], "local_constraint": [[689, "local-constraint"]], "dedensify": [[690, "dedensify"]], "snap_aggregation": [[691, "snap-aggregation"]], "connected_double_edge_swap": [[692, "connected-double-edge-swap"]], "directed_edge_swap": [[693, "directed-edge-swap"]], "double_edge_swap": [[694, "double-edge-swap"]], "find_threshold_graph": [[695, "find-threshold-graph"]], "is_threshold_graph": [[696, "is-threshold-graph"]], "hamiltonian_path": [[697, "hamiltonian-path"]], "is_reachable": [[698, "is-reachable"]], "is_tournament": [[700, "is-tournament"]], "random_tournament": [[701, "random-tournament"]], "score_sequence": [[702, "score-sequence"]], "bfs_beam_edges": [[703, "bfs-beam-edges"]], "bfs_edges": [[704, "bfs-edges"]], "bfs_layers": [[705, "bfs-layers"]], "bfs_predecessors": [[706, "bfs-predecessors"]], "bfs_successors": [[707, "bfs-successors"]], "bfs_tree": [[708, "bfs-tree"]], "descendants_at_distance": [[709, "descendants-at-distance"]], "dfs_edges": [[710, "dfs-edges"]], "dfs_labeled_edges": [[711, "dfs-labeled-edges"]], "dfs_postorder_nodes": [[712, "dfs-postorder-nodes"]], "dfs_predecessors": [[713, "dfs-predecessors"]], "dfs_preorder_nodes": [[714, "dfs-preorder-nodes"]], "dfs_successors": [[715, "dfs-successors"]], "dfs_tree": [[716, "dfs-tree"]], "edge_bfs": [[717, "edge-bfs"]], "edge_dfs": [[718, "edge-dfs"]], "networkx.algorithms.tree.branchings.ArborescenceIterator": [[719, "networkx-algorithms-tree-branchings-arborescenceiterator"]], "networkx.algorithms.tree.branchings.Edmonds": [[720, "networkx-algorithms-tree-branchings-edmonds"]], "branching_weight": [[721, "branching-weight"]], "greedy_branching": [[722, "greedy-branching"]], "maximum_branching": [[723, "maximum-branching"]], "maximum_spanning_arborescence": [[724, "maximum-spanning-arborescence"]], "minimum_branching": [[725, "minimum-branching"]], "minimum_spanning_arborescence": [[726, "minimum-spanning-arborescence"]], "NotATree": [[727, "notatree"]], "from_nested_tuple": [[728, "from-nested-tuple"]], "from_prufer_sequence": [[729, "from-prufer-sequence"]], "to_nested_tuple": [[730, "to-nested-tuple"]], "to_prufer_sequence": [[731, "to-prufer-sequence"]], "junction_tree": [[732, "junction-tree"]], "networkx.algorithms.tree.mst.SpanningTreeIterator": [[733, "networkx-algorithms-tree-mst-spanningtreeiterator"]], "maximum_spanning_edges": [[734, "maximum-spanning-edges"]], "maximum_spanning_tree": [[735, "maximum-spanning-tree"]], "minimum_spanning_edges": [[736, "minimum-spanning-edges"]], "minimum_spanning_tree": [[737, "minimum-spanning-tree"]], "random_spanning_tree": [[738, "random-spanning-tree"]], "join": [[739, "join"]], "is_arborescence": [[740, "is-arborescence"]], "is_branching": [[741, "is-branching"]], "is_forest": [[742, "is-forest"]], "is_tree": [[743, "is-tree"]], "all_triads": [[744, "all-triads"]], "all_triplets": [[745, "all-triplets"]], "is_triad": [[746, "is-triad"]], "random_triad": [[747, "random-triad"]], "triad_type": [[748, "triad-type"]], "triadic_census": [[749, "triadic-census"]], "triads_by_type": [[750, "triads-by-type"]], "closeness_vitality": [[751, "closeness-vitality"]], "voronoi_cells": [[752, "voronoi-cells"]], "wiener_index": [[753, "wiener-index"]], "Graph Hashing": [[754, "module-networkx.algorithms.graph_hashing"]], "Graphical degree sequence": [[755, "module-networkx.algorithms.graphical"]], "Hierarchy": [[756, "module-networkx.algorithms.hierarchy"]], "Hybrid": [[757, "module-networkx.algorithms.hybrid"]], "Isolates": [[759, "module-networkx.algorithms.isolate"]], "Isomorphism": [[760, "isomorphism"]], "VF2++": [[760, "module-networkx.algorithms.isomorphism.vf2pp"]], "VF2++ Algorithm": [[760, "vf2-algorithm"]], "Tree Isomorphism": [[760, "module-networkx.algorithms.isomorphism.tree_isomorphism"]], "Advanced Interfaces": [[760, "advanced-interfaces"]], "ISMAGS Algorithm": [[761, "module-networkx.algorithms.isomorphism.ismags"]], "Notes": [[761, "notes"], [762, "notes"], [1042, "notes"]], "ISMAGS object": [[761, "ismags-object"]], "VF2 Algorithm": [[762, "module-networkx.algorithms.isomorphism.isomorphvf2"]], "Subgraph Isomorphism": [[762, "subgraph-isomorphism"]], "Graph Matcher": [[762, "graph-matcher"]], "DiGraph Matcher": [[762, "digraph-matcher"]], "Match helpers": [[762, "match-helpers"]], "Link Analysis": [[763, "link-analysis"]], "PageRank": [[763, "module-networkx.algorithms.link_analysis.pagerank_alg"]], "Hits": [[763, "module-networkx.algorithms.link_analysis.hits_alg"]], "Link Prediction": [[764, "module-networkx.algorithms.link_prediction"]], "Lowest Common Ancestor": [[765, "module-networkx.algorithms.lowest_common_ancestors"]], "Minors": [[767, "module-networkx.algorithms.minors"]], "Maximal independent set": [[768, "module-networkx.algorithms.mis"]], "Moral": [[769, "module-networkx.algorithms.moral"]], "Node Classification": [[770, "module-networkx.algorithms.node_classification"]], "non-randomness": [[771, "module-networkx.algorithms.non_randomness"]], "Operators": [[772, "operators"]], "Planar Drawing": [[773, "module-networkx.algorithms.planar_drawing"]], "Planarity": [[774, "module-networkx.algorithms.planarity"]], "Graph Polynomials": [[775, "module-networkx.algorithms.polynomials"]], "Reciprocity": [[776, "module-networkx.algorithms.reciprocity"]], "Regular": [[777, "module-networkx.algorithms.regular"]], "Rich Club": [[778, "module-networkx.algorithms.richclub"]], "Shortest Paths": [[779, "module-networkx.algorithms.shortest_paths.generic"]], "Advanced Interface": [[779, "module-networkx.algorithms.shortest_paths.unweighted"]], "Dense Graphs": [[779, "module-networkx.algorithms.shortest_paths.dense"]], "A* Algorithm": [[779, "module-networkx.algorithms.shortest_paths.astar"]], "Similarity Measures": [[780, "module-networkx.algorithms.similarity"]], "Simple Paths": [[781, "module-networkx.algorithms.simple_paths"]], "Small-world": [[782, "module-networkx.algorithms.smallworld"]], "s metric": [[783, "module-networkx.algorithms.smetric"]], "Sparsifiers": [[784, "module-networkx.algorithms.sparsifiers"]], "Structural holes": [[785, "module-networkx.algorithms.structuralholes"]], "Summarization": [[786, "module-networkx.algorithms.summarization"]], "Swap": [[787, "module-networkx.algorithms.swap"]], "Threshold Graphs": [[788, "module-networkx.algorithms.threshold"]], "Tournament": [[789, "module-networkx.algorithms.tournament"]], "Traversal": [[790, "traversal"]], "Depth First Search": [[790, "module-networkx.algorithms.traversal.depth_first_search"]], "Breadth First Search": [[790, "module-networkx.algorithms.traversal.breadth_first_search"]], "Beam search": [[790, "module-networkx.algorithms.traversal.beamsearch"]], "Depth First Search on Edges": [[790, "module-networkx.algorithms.traversal.edgedfs"]], "Breadth First Search on Edges": [[790, "module-networkx.algorithms.traversal.edgebfs"]], "Tree": [[791, "tree"]], "Recognition": [[791, "module-networkx.algorithms.tree.recognition"]], "Recognition Tests": [[791, "recognition-tests"]], "Branchings and Spanning Arborescences": [[791, "module-networkx.algorithms.tree.branchings"]], "Encoding and decoding": [[791, "module-networkx.algorithms.tree.coding"]], "Operations": [[791, "module-networkx.algorithms.tree.operations"]], "Spanning Trees": [[791, "module-networkx.algorithms.tree.mst"]], "Exceptions": [[791, "exceptions"], [1043, "module-networkx.exception"]], "Vitality": [[793, "module-networkx.algorithms.vitality"]], "Voronoi cells": [[794, "module-networkx.algorithms.voronoi"]], "Wiener index": [[795, "module-networkx.algorithms.wiener"]], "DiGraph\u2014Directed graphs with self loops": [[796, "digraph-directed-graphs-with-self-loops"]], "Overview": [[796, "overview"], [1037, "overview"], [1039, "overview"], [1040, "overview"]], "Methods": [[796, "methods"], [1037, "methods"], [1039, "methods"], [1040, "methods"]], "Adding and removing nodes and edges": [[796, "adding-and-removing-nodes-and-edges"], [1037, "adding-and-removing-nodes-and-edges"], [1040, "adding-and-removing-nodes-and-edges"]], "Reporting nodes edges and neighbors": [[796, "reporting-nodes-edges-and-neighbors"], [1037, "reporting-nodes-edges-and-neighbors"], [1039, "reporting-nodes-edges-and-neighbors"], [1040, "reporting-nodes-edges-and-neighbors"]], "Counting nodes edges and neighbors": [[796, "counting-nodes-edges-and-neighbors"], [1037, "counting-nodes-edges-and-neighbors"], [1039, "counting-nodes-edges-and-neighbors"], [1040, "counting-nodes-edges-and-neighbors"]], "Making copies and subgraphs": [[796, "making-copies-and-subgraphs"], [1037, "making-copies-and-subgraphs"], [1039, "making-copies-and-subgraphs"], [1040, "making-copies-and-subgraphs"]], "AdjacencyView.copy": [[797, "adjacencyview-copy"]], "AdjacencyView.get": [[798, "adjacencyview-get"]], "AdjacencyView.items": [[799, "adjacencyview-items"]], "AdjacencyView.keys": [[800, "adjacencyview-keys"]], "AdjacencyView.values": [[801, "adjacencyview-values"]], "AtlasView.copy": [[802, "atlasview-copy"]], "AtlasView.get": [[803, "atlasview-get"]], "AtlasView.items": [[804, "atlasview-items"]], "AtlasView.keys": [[805, "atlasview-keys"]], "AtlasView.values": [[806, "atlasview-values"]], "FilterAdjacency.get": [[807, "filteradjacency-get"]], "FilterAdjacency.items": [[808, "filteradjacency-items"]], "FilterAdjacency.keys": [[809, "filteradjacency-keys"]], "FilterAdjacency.values": [[810, "filteradjacency-values"]], "FilterAtlas.get": [[811, "filteratlas-get"]], "FilterAtlas.items": [[812, "filteratlas-items"]], "FilterAtlas.keys": [[813, "filteratlas-keys"]], "FilterAtlas.values": [[814, "filteratlas-values"]], "FilterMultiAdjacency.get": [[815, "filtermultiadjacency-get"]], "FilterMultiAdjacency.items": [[816, "filtermultiadjacency-items"]], "FilterMultiAdjacency.keys": [[817, "filtermultiadjacency-keys"]], "FilterMultiAdjacency.values": [[818, "filtermultiadjacency-values"]], "FilterMultiInner.get": [[819, "filtermultiinner-get"]], "FilterMultiInner.items": [[820, "filtermultiinner-items"]], "FilterMultiInner.keys": [[821, "filtermultiinner-keys"]], "FilterMultiInner.values": [[822, "filtermultiinner-values"]], "MultiAdjacencyView.copy": [[823, "multiadjacencyview-copy"]], "MultiAdjacencyView.get": [[824, "multiadjacencyview-get"]], "MultiAdjacencyView.items": [[825, "multiadjacencyview-items"]], "MultiAdjacencyView.keys": [[826, "multiadjacencyview-keys"]], "MultiAdjacencyView.values": [[827, "multiadjacencyview-values"]], "UnionAdjacency.copy": [[828, "unionadjacency-copy"]], "UnionAdjacency.get": [[829, "unionadjacency-get"]], "UnionAdjacency.items": [[830, "unionadjacency-items"]], "UnionAdjacency.keys": [[831, "unionadjacency-keys"]], "UnionAdjacency.values": [[832, "unionadjacency-values"]], "UnionAtlas.copy": [[833, "unionatlas-copy"]], "UnionAtlas.get": [[834, "unionatlas-get"]], "UnionAtlas.items": [[835, "unionatlas-items"]], "UnionAtlas.keys": 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"DiGraph.add_edges_from": [[854, "digraph-add-edges-from"]], "DiGraph.add_node": [[855, "digraph-add-node"]], "DiGraph.add_nodes_from": [[856, "digraph-add-nodes-from"]], "DiGraph.add_weighted_edges_from": [[857, "digraph-add-weighted-edges-from"]], "DiGraph.adj": [[858, "digraph-adj"]], "DiGraph.adjacency": [[859, "digraph-adjacency"]], "DiGraph.clear": [[860, "digraph-clear"]], "DiGraph.clear_edges": [[861, "digraph-clear-edges"]], "DiGraph.copy": [[862, "digraph-copy"]], "DiGraph.degree": [[863, "digraph-degree"]], "DiGraph.edge_subgraph": [[864, "digraph-edge-subgraph"]], "DiGraph.edges": [[865, "digraph-edges"]], "DiGraph.get_edge_data": [[866, "digraph-get-edge-data"]], "DiGraph.has_edge": [[867, "digraph-has-edge"]], "DiGraph.has_node": [[868, "digraph-has-node"]], "DiGraph.in_degree": [[869, "digraph-in-degree"]], "DiGraph.in_edges": [[870, "digraph-in-edges"]], "DiGraph.nbunch_iter": [[871, "digraph-nbunch-iter"]], "DiGraph.neighbors": [[872, "digraph-neighbors"]], "DiGraph.nodes": [[873, "digraph-nodes"]], "DiGraph.number_of_edges": [[874, "digraph-number-of-edges"]], "DiGraph.number_of_nodes": [[875, "digraph-number-of-nodes"]], "DiGraph.order": [[876, "digraph-order"]], "DiGraph.out_degree": [[877, "digraph-out-degree"]], "DiGraph.out_edges": [[878, "digraph-out-edges"]], "DiGraph.pred": [[879, "digraph-pred"]], "DiGraph.predecessors": [[880, "digraph-predecessors"]], "DiGraph.remove_edge": [[881, "digraph-remove-edge"]], "DiGraph.remove_edges_from": [[882, "digraph-remove-edges-from"]], "DiGraph.remove_node": [[883, "digraph-remove-node"]], "DiGraph.remove_nodes_from": [[884, "digraph-remove-nodes-from"]], "DiGraph.reverse": [[885, "digraph-reverse"]], "DiGraph.size": [[886, "digraph-size"]], "DiGraph.subgraph": [[887, "digraph-subgraph"]], "DiGraph.succ": [[888, "digraph-succ"]], "DiGraph.successors": [[889, "digraph-successors"]], "DiGraph.to_directed": [[890, "digraph-to-directed"]], "DiGraph.to_undirected": [[891, "digraph-to-undirected"]], "DiGraph.update": [[892, "digraph-update"]], "Graph.__contains__": [[893, "graph-contains"]], "Graph.__getitem__": [[894, "graph-getitem"]], "Graph.__init__": [[895, "graph-init"]], "Graph.__iter__": [[896, "graph-iter"]], "Graph.__len__": [[897, "graph-len"]], "Graph.add_edge": [[898, "graph-add-edge"]], "Graph.add_edges_from": [[899, "graph-add-edges-from"]], "Graph.add_node": [[900, "graph-add-node"]], "Graph.add_nodes_from": [[901, "graph-add-nodes-from"]], "Graph.add_weighted_edges_from": [[902, "graph-add-weighted-edges-from"]], "Graph.adj": [[903, "graph-adj"]], "Graph.adjacency": [[904, "graph-adjacency"]], "Graph.clear": [[905, "graph-clear"]], "Graph.clear_edges": [[906, "graph-clear-edges"]], "Graph.copy": [[907, "graph-copy"]], "Graph.degree": [[908, "graph-degree"]], "Graph.edge_subgraph": [[909, "graph-edge-subgraph"]], "Graph.edges": [[910, "graph-edges"]], "Graph.get_edge_data": [[911, "graph-get-edge-data"]], "Graph.has_edge": [[912, "graph-has-edge"]], "Graph.has_node": [[913, "graph-has-node"]], "Graph.nbunch_iter": [[914, "graph-nbunch-iter"]], "Graph.neighbors": [[915, "graph-neighbors"]], "Graph.nodes": [[916, "graph-nodes"]], "Graph.number_of_edges": [[917, "graph-number-of-edges"]], "Graph.number_of_nodes": [[918, "graph-number-of-nodes"]], "Graph.order": [[919, "graph-order"]], "Graph.remove_edge": [[920, "graph-remove-edge"]], "Graph.remove_edges_from": [[921, "graph-remove-edges-from"]], "Graph.remove_node": [[922, "graph-remove-node"]], "Graph.remove_nodes_from": [[923, "graph-remove-nodes-from"]], "Graph.size": [[924, "graph-size"]], "Graph.subgraph": [[925, "graph-subgraph"]], "Graph.to_directed": [[926, "graph-to-directed"]], "Graph.to_undirected": [[927, "graph-to-undirected"]], "Graph.update": [[928, "graph-update"]], "MultiDiGraph.__contains__": [[929, "multidigraph-contains"]], "MultiDiGraph.__getitem__": [[930, "multidigraph-getitem"]], "MultiDiGraph.__init__": [[931, "multidigraph-init"]], "MultiDiGraph.__iter__": [[932, "multidigraph-iter"]], "MultiDiGraph.__len__": [[933, "multidigraph-len"]], "MultiDiGraph.add_edge": [[934, "multidigraph-add-edge"]], "MultiDiGraph.add_edges_from": [[935, "multidigraph-add-edges-from"]], "MultiDiGraph.add_node": [[936, "multidigraph-add-node"]], "MultiDiGraph.add_nodes_from": [[937, "multidigraph-add-nodes-from"]], "MultiDiGraph.add_weighted_edges_from": [[938, "multidigraph-add-weighted-edges-from"]], "MultiDiGraph.adj": [[939, "multidigraph-adj"]], "MultiDiGraph.adjacency": [[940, "multidigraph-adjacency"]], "MultiDiGraph.clear": [[941, "multidigraph-clear"]], "MultiDiGraph.clear_edges": [[942, "multidigraph-clear-edges"]], "MultiDiGraph.copy": [[943, "multidigraph-copy"]], "MultiDiGraph.degree": [[944, "multidigraph-degree"]], "MultiDiGraph.edge_subgraph": [[945, "multidigraph-edge-subgraph"]], "MultiDiGraph.edges": [[946, "multidigraph-edges"]], "MultiDiGraph.get_edge_data": [[947, "multidigraph-get-edge-data"]], "MultiDiGraph.has_edge": [[948, "multidigraph-has-edge"]], "MultiDiGraph.has_node": [[949, "multidigraph-has-node"]], "MultiDiGraph.in_degree": [[950, "multidigraph-in-degree"]], "MultiDiGraph.in_edges": [[951, "multidigraph-in-edges"]], "MultiDiGraph.nbunch_iter": [[952, "multidigraph-nbunch-iter"]], "MultiDiGraph.neighbors": [[953, "multidigraph-neighbors"]], "MultiDiGraph.new_edge_key": [[954, "multidigraph-new-edge-key"]], "MultiDiGraph.nodes": [[955, "multidigraph-nodes"]], "MultiDiGraph.number_of_edges": [[956, "multidigraph-number-of-edges"]], "MultiDiGraph.number_of_nodes": [[957, "multidigraph-number-of-nodes"]], "MultiDiGraph.order": [[958, "multidigraph-order"]], "MultiDiGraph.out_degree": [[959, "multidigraph-out-degree"]], "MultiDiGraph.out_edges": [[960, "multidigraph-out-edges"]], "MultiDiGraph.predecessors": [[961, "multidigraph-predecessors"]], "MultiDiGraph.remove_edge": [[962, "multidigraph-remove-edge"]], "MultiDiGraph.remove_edges_from": [[963, 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Applying classic graph operations, such as:": [[1429, "applying-classic-graph-operations-such-as"]], "2. Using a call to one of the classic small graphs, e.g.,": [[1429, "using-a-call-to-one-of-the-classic-small-graphs-e-g"]], "3. Using a (constructive) generator for a classic graph, e.g.,": [[1429, "using-a-constructive-generator-for-a-classic-graph-e-g"]], "4. Using a stochastic graph generator, e.g,": [[1429, "using-a-stochastic-graph-generator-e-g"]], "5. 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property)": [[184, "networkx.algorithms.planarity.PlanarEmbedding.nodes"]], "number_of_edges() (planarembedding method)": [[185, "networkx.algorithms.planarity.PlanarEmbedding.number_of_edges"]], "number_of_nodes() (planarembedding method)": [[186, "networkx.algorithms.planarity.PlanarEmbedding.number_of_nodes"]], "order() (planarembedding method)": [[187, "networkx.algorithms.planarity.PlanarEmbedding.order"]], "out_degree (planarembedding property)": [[188, "networkx.algorithms.planarity.PlanarEmbedding.out_degree"]], "out_edges (planarembedding property)": [[189, "networkx.algorithms.planarity.PlanarEmbedding.out_edges"]], "pred (planarembedding property)": [[190, "networkx.algorithms.planarity.PlanarEmbedding.pred"]], "predecessors() (planarembedding method)": [[191, "networkx.algorithms.planarity.PlanarEmbedding.predecessors"]], "remove_edge() (planarembedding method)": [[192, "networkx.algorithms.planarity.PlanarEmbedding.remove_edge"]], "remove_edges_from() (planarembedding method)": [[193, "networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from"]], "remove_node() (planarembedding method)": [[194, "networkx.algorithms.planarity.PlanarEmbedding.remove_node"]], "remove_nodes_from() (planarembedding method)": [[195, "networkx.algorithms.planarity.PlanarEmbedding.remove_nodes_from"]], "reverse() (planarembedding method)": [[196, "networkx.algorithms.planarity.PlanarEmbedding.reverse"]], "set_data() (planarembedding method)": [[197, "networkx.algorithms.planarity.PlanarEmbedding.set_data"]], "size() (planarembedding method)": [[198, "networkx.algorithms.planarity.PlanarEmbedding.size"]], "subgraph() (planarembedding method)": [[199, "networkx.algorithms.planarity.PlanarEmbedding.subgraph"]], "succ (planarembedding property)": [[200, "networkx.algorithms.planarity.PlanarEmbedding.succ"]], "successors() (planarembedding method)": [[201, "networkx.algorithms.planarity.PlanarEmbedding.successors"]], "to_directed() (planarembedding method)": [[202, "networkx.algorithms.planarity.PlanarEmbedding.to_directed"]], "to_directed_class() (planarembedding method)": [[203, "networkx.algorithms.planarity.PlanarEmbedding.to_directed_class"]], "to_undirected() (planarembedding method)": [[204, "networkx.algorithms.planarity.PlanarEmbedding.to_undirected"]], "to_undirected_class() (planarembedding method)": [[205, "networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class"]], "traverse_face() (planarembedding method)": [[206, "networkx.algorithms.planarity.PlanarEmbedding.traverse_face"]], "update() (planarembedding method)": [[207, "networkx.algorithms.planarity.PlanarEmbedding.update"]], "find_optimum() (edmonds method)": [[208, "networkx.algorithms.tree.branchings.Edmonds.find_optimum"]], "clique_removal() (in module networkx.algorithms.approximation.clique)": [[209, "networkx.algorithms.approximation.clique.clique_removal"]], "large_clique_size() (in module networkx.algorithms.approximation.clique)": [[210, "networkx.algorithms.approximation.clique.large_clique_size"]], "max_clique() (in module networkx.algorithms.approximation.clique)": [[211, "networkx.algorithms.approximation.clique.max_clique"]], "maximum_independent_set() (in module networkx.algorithms.approximation.clique)": [[212, "networkx.algorithms.approximation.clique.maximum_independent_set"]], "average_clustering() (in module networkx.algorithms.approximation.clustering_coefficient)": [[213, "networkx.algorithms.approximation.clustering_coefficient.average_clustering"]], "all_pairs_node_connectivity() (in module networkx.algorithms.approximation.connectivity)": [[214, "networkx.algorithms.approximation.connectivity.all_pairs_node_connectivity"]], "local_node_connectivity() (in module networkx.algorithms.approximation.connectivity)": [[215, "networkx.algorithms.approximation.connectivity.local_node_connectivity"]], "node_connectivity() (in module networkx.algorithms.approximation.connectivity)": [[216, "networkx.algorithms.approximation.connectivity.node_connectivity"]], "diameter() (in module networkx.algorithms.approximation.distance_measures)": [[217, "networkx.algorithms.approximation.distance_measures.diameter"]], "min_edge_dominating_set() (in module networkx.algorithms.approximation.dominating_set)": [[218, "networkx.algorithms.approximation.dominating_set.min_edge_dominating_set"]], "min_weighted_dominating_set() (in module networkx.algorithms.approximation.dominating_set)": [[219, "networkx.algorithms.approximation.dominating_set.min_weighted_dominating_set"]], "k_components() (in module networkx.algorithms.approximation.kcomponents)": [[220, "networkx.algorithms.approximation.kcomponents.k_components"]], "min_maximal_matching() (in module networkx.algorithms.approximation.matching)": [[221, "networkx.algorithms.approximation.matching.min_maximal_matching"]], "one_exchange() (in module networkx.algorithms.approximation.maxcut)": [[222, "networkx.algorithms.approximation.maxcut.one_exchange"]], "randomized_partitioning() (in module networkx.algorithms.approximation.maxcut)": [[223, "networkx.algorithms.approximation.maxcut.randomized_partitioning"]], "ramsey_r2() (in module networkx.algorithms.approximation.ramsey)": [[224, "networkx.algorithms.approximation.ramsey.ramsey_R2"]], "metric_closure() (in module networkx.algorithms.approximation.steinertree)": [[225, "networkx.algorithms.approximation.steinertree.metric_closure"]], "steiner_tree() (in module networkx.algorithms.approximation.steinertree)": [[226, "networkx.algorithms.approximation.steinertree.steiner_tree"]], "asadpour_atsp() (in module networkx.algorithms.approximation.traveling_salesman)": [[227, "networkx.algorithms.approximation.traveling_salesman.asadpour_atsp"]], "christofides() (in module networkx.algorithms.approximation.traveling_salesman)": [[228, "networkx.algorithms.approximation.traveling_salesman.christofides"]], "greedy_tsp() (in module networkx.algorithms.approximation.traveling_salesman)": [[229, "networkx.algorithms.approximation.traveling_salesman.greedy_tsp"]], "simulated_annealing_tsp() (in module networkx.algorithms.approximation.traveling_salesman)": [[230, "networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp"]], "threshold_accepting_tsp() (in module networkx.algorithms.approximation.traveling_salesman)": [[231, "networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp"]], "traveling_salesman_problem() (in module networkx.algorithms.approximation.traveling_salesman)": [[232, "networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem"]], "treewidth_min_degree() (in module networkx.algorithms.approximation.treewidth)": [[233, "networkx.algorithms.approximation.treewidth.treewidth_min_degree"]], "treewidth_min_fill_in() (in module networkx.algorithms.approximation.treewidth)": [[234, "networkx.algorithms.approximation.treewidth.treewidth_min_fill_in"]], "min_weighted_vertex_cover() (in module networkx.algorithms.approximation.vertex_cover)": [[235, "networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover"]], "attribute_assortativity_coefficient() (in module networkx.algorithms.assortativity)": [[236, "networkx.algorithms.assortativity.attribute_assortativity_coefficient"]], "attribute_mixing_dict() (in module networkx.algorithms.assortativity)": [[237, "networkx.algorithms.assortativity.attribute_mixing_dict"]], "attribute_mixing_matrix() (in module networkx.algorithms.assortativity)": [[238, "networkx.algorithms.assortativity.attribute_mixing_matrix"]], "average_degree_connectivity() (in module networkx.algorithms.assortativity)": [[239, "networkx.algorithms.assortativity.average_degree_connectivity"]], "average_neighbor_degree() (in module networkx.algorithms.assortativity)": [[240, "networkx.algorithms.assortativity.average_neighbor_degree"]], "degree_assortativity_coefficient() (in module networkx.algorithms.assortativity)": [[241, "networkx.algorithms.assortativity.degree_assortativity_coefficient"]], "degree_mixing_dict() (in module networkx.algorithms.assortativity)": [[242, "networkx.algorithms.assortativity.degree_mixing_dict"]], "degree_mixing_matrix() (in module networkx.algorithms.assortativity)": [[243, "networkx.algorithms.assortativity.degree_mixing_matrix"]], "degree_pearson_correlation_coefficient() (in module networkx.algorithms.assortativity)": [[244, "networkx.algorithms.assortativity.degree_pearson_correlation_coefficient"]], "mixing_dict() (in module networkx.algorithms.assortativity)": [[245, "networkx.algorithms.assortativity.mixing_dict"]], "node_attribute_xy() (in module networkx.algorithms.assortativity)": [[246, "networkx.algorithms.assortativity.node_attribute_xy"]], "node_degree_xy() (in module networkx.algorithms.assortativity)": [[247, "networkx.algorithms.assortativity.node_degree_xy"]], "numeric_assortativity_coefficient() (in module networkx.algorithms.assortativity)": [[248, "networkx.algorithms.assortativity.numeric_assortativity_coefficient"]], "find_asteroidal_triple() (in module networkx.algorithms.asteroidal)": [[249, "networkx.algorithms.asteroidal.find_asteroidal_triple"]], "is_at_free() (in module networkx.algorithms.asteroidal)": [[250, "networkx.algorithms.asteroidal.is_at_free"]], "color() (in module networkx.algorithms.bipartite.basic)": [[251, "networkx.algorithms.bipartite.basic.color"]], "degrees() (in module networkx.algorithms.bipartite.basic)": [[252, "networkx.algorithms.bipartite.basic.degrees"]], "density() (in module networkx.algorithms.bipartite.basic)": [[253, "networkx.algorithms.bipartite.basic.density"]], "is_bipartite() (in module networkx.algorithms.bipartite.basic)": [[254, "networkx.algorithms.bipartite.basic.is_bipartite"]], "is_bipartite_node_set() (in module networkx.algorithms.bipartite.basic)": [[255, "networkx.algorithms.bipartite.basic.is_bipartite_node_set"]], "sets() (in module networkx.algorithms.bipartite.basic)": [[256, "networkx.algorithms.bipartite.basic.sets"]], "betweenness_centrality() (in module networkx.algorithms.bipartite.centrality)": [[257, "networkx.algorithms.bipartite.centrality.betweenness_centrality"]], "closeness_centrality() (in module networkx.algorithms.bipartite.centrality)": [[258, "networkx.algorithms.bipartite.centrality.closeness_centrality"]], "degree_centrality() (in module networkx.algorithms.bipartite.centrality)": [[259, "networkx.algorithms.bipartite.centrality.degree_centrality"]], "average_clustering() (in module networkx.algorithms.bipartite.cluster)": [[260, "networkx.algorithms.bipartite.cluster.average_clustering"]], "clustering() (in module networkx.algorithms.bipartite.cluster)": [[261, "networkx.algorithms.bipartite.cluster.clustering"]], "latapy_clustering() (in module networkx.algorithms.bipartite.cluster)": [[262, "networkx.algorithms.bipartite.cluster.latapy_clustering"]], "robins_alexander_clustering() (in module networkx.algorithms.bipartite.cluster)": [[263, "networkx.algorithms.bipartite.cluster.robins_alexander_clustering"]], "min_edge_cover() (in module networkx.algorithms.bipartite.covering)": [[264, "networkx.algorithms.bipartite.covering.min_edge_cover"]], "generate_edgelist() (in module networkx.algorithms.bipartite.edgelist)": [[265, "networkx.algorithms.bipartite.edgelist.generate_edgelist"]], "parse_edgelist() (in module networkx.algorithms.bipartite.edgelist)": [[266, "networkx.algorithms.bipartite.edgelist.parse_edgelist"]], "read_edgelist() (in module networkx.algorithms.bipartite.edgelist)": [[267, "networkx.algorithms.bipartite.edgelist.read_edgelist"]], "write_edgelist() (in module networkx.algorithms.bipartite.edgelist)": [[268, "networkx.algorithms.bipartite.edgelist.write_edgelist"]], "alternating_havel_hakimi_graph() (in module networkx.algorithms.bipartite.generators)": [[269, "networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph"]], "complete_bipartite_graph() (in module networkx.algorithms.bipartite.generators)": [[270, "networkx.algorithms.bipartite.generators.complete_bipartite_graph"]], "configuration_model() (in module networkx.algorithms.bipartite.generators)": [[271, "networkx.algorithms.bipartite.generators.configuration_model"]], "gnmk_random_graph() (in module networkx.algorithms.bipartite.generators)": [[272, "networkx.algorithms.bipartite.generators.gnmk_random_graph"]], "havel_hakimi_graph() (in module networkx.algorithms.bipartite.generators)": [[273, "networkx.algorithms.bipartite.generators.havel_hakimi_graph"]], "preferential_attachment_graph() (in module networkx.algorithms.bipartite.generators)": [[274, "networkx.algorithms.bipartite.generators.preferential_attachment_graph"]], "random_graph() (in module networkx.algorithms.bipartite.generators)": [[275, "networkx.algorithms.bipartite.generators.random_graph"]], "reverse_havel_hakimi_graph() (in module networkx.algorithms.bipartite.generators)": [[276, "networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph"]], "eppstein_matching() (in module networkx.algorithms.bipartite.matching)": [[277, "networkx.algorithms.bipartite.matching.eppstein_matching"]], "hopcroft_karp_matching() (in module networkx.algorithms.bipartite.matching)": [[278, "networkx.algorithms.bipartite.matching.hopcroft_karp_matching"]], "maximum_matching() (in module networkx.algorithms.bipartite.matching)": [[279, "networkx.algorithms.bipartite.matching.maximum_matching"]], "minimum_weight_full_matching() (in module networkx.algorithms.bipartite.matching)": [[280, "networkx.algorithms.bipartite.matching.minimum_weight_full_matching"]], "to_vertex_cover() (in module networkx.algorithms.bipartite.matching)": [[281, "networkx.algorithms.bipartite.matching.to_vertex_cover"]], "biadjacency_matrix() (in module networkx.algorithms.bipartite.matrix)": [[282, "networkx.algorithms.bipartite.matrix.biadjacency_matrix"]], "from_biadjacency_matrix() (in module networkx.algorithms.bipartite.matrix)": [[283, "networkx.algorithms.bipartite.matrix.from_biadjacency_matrix"]], "collaboration_weighted_projected_graph() (in module networkx.algorithms.bipartite.projection)": [[284, "networkx.algorithms.bipartite.projection.collaboration_weighted_projected_graph"]], "generic_weighted_projected_graph() (in module networkx.algorithms.bipartite.projection)": [[285, "networkx.algorithms.bipartite.projection.generic_weighted_projected_graph"]], "overlap_weighted_projected_graph() (in module networkx.algorithms.bipartite.projection)": [[286, "networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph"]], "projected_graph() (in module networkx.algorithms.bipartite.projection)": [[287, "networkx.algorithms.bipartite.projection.projected_graph"]], "weighted_projected_graph() (in module networkx.algorithms.bipartite.projection)": [[288, "networkx.algorithms.bipartite.projection.weighted_projected_graph"]], "node_redundancy() (in module networkx.algorithms.bipartite.redundancy)": [[289, "networkx.algorithms.bipartite.redundancy.node_redundancy"]], "spectral_bipartivity() (in module networkx.algorithms.bipartite.spectral)": [[290, "networkx.algorithms.bipartite.spectral.spectral_bipartivity"]], "edge_boundary() (in module networkx.algorithms.boundary)": [[291, "networkx.algorithms.boundary.edge_boundary"]], "node_boundary() (in module networkx.algorithms.boundary)": [[292, "networkx.algorithms.boundary.node_boundary"]], "bridges() (in module networkx.algorithms.bridges)": [[293, "networkx.algorithms.bridges.bridges"]], "has_bridges() (in module networkx.algorithms.bridges)": [[294, "networkx.algorithms.bridges.has_bridges"]], "local_bridges() (in module networkx.algorithms.bridges)": [[295, "networkx.algorithms.bridges.local_bridges"]], "approximate_current_flow_betweenness_centrality() (in module networkx.algorithms.centrality)": [[296, "networkx.algorithms.centrality.approximate_current_flow_betweenness_centrality"]], "betweenness_centrality() (in module networkx.algorithms.centrality)": [[297, "networkx.algorithms.centrality.betweenness_centrality"]], "betweenness_centrality_subset() (in module networkx.algorithms.centrality)": [[298, "networkx.algorithms.centrality.betweenness_centrality_subset"]], "closeness_centrality() (in module networkx.algorithms.centrality)": [[299, "networkx.algorithms.centrality.closeness_centrality"]], "communicability_betweenness_centrality() (in module networkx.algorithms.centrality)": [[300, "networkx.algorithms.centrality.communicability_betweenness_centrality"]], "current_flow_betweenness_centrality() (in module networkx.algorithms.centrality)": [[301, "networkx.algorithms.centrality.current_flow_betweenness_centrality"]], "current_flow_betweenness_centrality_subset() (in module networkx.algorithms.centrality)": [[302, "networkx.algorithms.centrality.current_flow_betweenness_centrality_subset"]], "current_flow_closeness_centrality() (in module networkx.algorithms.centrality)": [[303, "networkx.algorithms.centrality.current_flow_closeness_centrality"]], "degree_centrality() (in module networkx.algorithms.centrality)": [[304, "networkx.algorithms.centrality.degree_centrality"]], "dispersion() (in module networkx.algorithms.centrality)": [[305, "networkx.algorithms.centrality.dispersion"]], "edge_betweenness_centrality() (in module networkx.algorithms.centrality)": [[306, "networkx.algorithms.centrality.edge_betweenness_centrality"]], "edge_betweenness_centrality_subset() (in module networkx.algorithms.centrality)": [[307, "networkx.algorithms.centrality.edge_betweenness_centrality_subset"]], "edge_current_flow_betweenness_centrality() (in module networkx.algorithms.centrality)": [[308, "networkx.algorithms.centrality.edge_current_flow_betweenness_centrality"]], "edge_current_flow_betweenness_centrality_subset() (in module networkx.algorithms.centrality)": [[309, "networkx.algorithms.centrality.edge_current_flow_betweenness_centrality_subset"]], "edge_load_centrality() (in module networkx.algorithms.centrality)": [[310, "networkx.algorithms.centrality.edge_load_centrality"]], "eigenvector_centrality() (in module networkx.algorithms.centrality)": [[311, "networkx.algorithms.centrality.eigenvector_centrality"]], "eigenvector_centrality_numpy() (in module networkx.algorithms.centrality)": [[312, "networkx.algorithms.centrality.eigenvector_centrality_numpy"]], "estrada_index() (in module networkx.algorithms.centrality)": [[313, "networkx.algorithms.centrality.estrada_index"]], "global_reaching_centrality() (in module networkx.algorithms.centrality)": [[314, "networkx.algorithms.centrality.global_reaching_centrality"]], "group_betweenness_centrality() (in module networkx.algorithms.centrality)": [[315, "networkx.algorithms.centrality.group_betweenness_centrality"]], "group_closeness_centrality() (in module networkx.algorithms.centrality)": [[316, "networkx.algorithms.centrality.group_closeness_centrality"]], "group_degree_centrality() (in module networkx.algorithms.centrality)": [[317, "networkx.algorithms.centrality.group_degree_centrality"]], "group_in_degree_centrality() (in module networkx.algorithms.centrality)": [[318, "networkx.algorithms.centrality.group_in_degree_centrality"]], "group_out_degree_centrality() (in module networkx.algorithms.centrality)": [[319, "networkx.algorithms.centrality.group_out_degree_centrality"]], "harmonic_centrality() (in module networkx.algorithms.centrality)": [[320, "networkx.algorithms.centrality.harmonic_centrality"]], "in_degree_centrality() (in module networkx.algorithms.centrality)": [[321, "networkx.algorithms.centrality.in_degree_centrality"]], "incremental_closeness_centrality() (in module networkx.algorithms.centrality)": [[322, "networkx.algorithms.centrality.incremental_closeness_centrality"]], "information_centrality() (in module networkx.algorithms.centrality)": [[323, "networkx.algorithms.centrality.information_centrality"]], "katz_centrality() (in module networkx.algorithms.centrality)": [[324, "networkx.algorithms.centrality.katz_centrality"]], "katz_centrality_numpy() (in module networkx.algorithms.centrality)": [[325, "networkx.algorithms.centrality.katz_centrality_numpy"]], "load_centrality() (in module networkx.algorithms.centrality)": [[326, "networkx.algorithms.centrality.load_centrality"]], "local_reaching_centrality() (in module networkx.algorithms.centrality)": [[327, "networkx.algorithms.centrality.local_reaching_centrality"]], "out_degree_centrality() (in module networkx.algorithms.centrality)": [[328, "networkx.algorithms.centrality.out_degree_centrality"]], "percolation_centrality() (in module networkx.algorithms.centrality)": [[329, "networkx.algorithms.centrality.percolation_centrality"]], "prominent_group() (in module networkx.algorithms.centrality)": [[330, "networkx.algorithms.centrality.prominent_group"]], "second_order_centrality() (in module networkx.algorithms.centrality)": [[331, "networkx.algorithms.centrality.second_order_centrality"]], "subgraph_centrality() (in module networkx.algorithms.centrality)": [[332, "networkx.algorithms.centrality.subgraph_centrality"]], "subgraph_centrality_exp() (in module networkx.algorithms.centrality)": [[333, "networkx.algorithms.centrality.subgraph_centrality_exp"]], "trophic_differences() (in module networkx.algorithms.centrality)": [[334, "networkx.algorithms.centrality.trophic_differences"]], "trophic_incoherence_parameter() (in module networkx.algorithms.centrality)": [[335, "networkx.algorithms.centrality.trophic_incoherence_parameter"]], "trophic_levels() (in module networkx.algorithms.centrality)": [[336, "networkx.algorithms.centrality.trophic_levels"]], "voterank() (in module networkx.algorithms.centrality)": [[337, "networkx.algorithms.centrality.voterank"]], "chain_decomposition() (in module networkx.algorithms.chains)": [[338, "networkx.algorithms.chains.chain_decomposition"]], "chordal_graph_cliques() (in module networkx.algorithms.chordal)": [[339, "networkx.algorithms.chordal.chordal_graph_cliques"]], "chordal_graph_treewidth() (in module networkx.algorithms.chordal)": [[340, "networkx.algorithms.chordal.chordal_graph_treewidth"]], "complete_to_chordal_graph() (in module networkx.algorithms.chordal)": [[341, "networkx.algorithms.chordal.complete_to_chordal_graph"]], "find_induced_nodes() (in module networkx.algorithms.chordal)": [[342, "networkx.algorithms.chordal.find_induced_nodes"]], "is_chordal() (in module networkx.algorithms.chordal)": [[343, "networkx.algorithms.chordal.is_chordal"]], "cliques_containing_node() (in module networkx.algorithms.clique)": [[344, "networkx.algorithms.clique.cliques_containing_node"]], "enumerate_all_cliques() (in module networkx.algorithms.clique)": [[345, "networkx.algorithms.clique.enumerate_all_cliques"]], "find_cliques() (in module networkx.algorithms.clique)": [[346, "networkx.algorithms.clique.find_cliques"]], "find_cliques_recursive() (in module networkx.algorithms.clique)": [[347, "networkx.algorithms.clique.find_cliques_recursive"]], "graph_clique_number() (in module networkx.algorithms.clique)": [[348, "networkx.algorithms.clique.graph_clique_number"]], "graph_number_of_cliques() (in module networkx.algorithms.clique)": [[349, "networkx.algorithms.clique.graph_number_of_cliques"]], "make_clique_bipartite() (in module networkx.algorithms.clique)": [[350, "networkx.algorithms.clique.make_clique_bipartite"]], "make_max_clique_graph() (in module networkx.algorithms.clique)": [[351, "networkx.algorithms.clique.make_max_clique_graph"]], "max_weight_clique() (in module networkx.algorithms.clique)": [[352, "networkx.algorithms.clique.max_weight_clique"]], "node_clique_number() (in module networkx.algorithms.clique)": [[353, "networkx.algorithms.clique.node_clique_number"]], "number_of_cliques() (in module networkx.algorithms.clique)": [[354, "networkx.algorithms.clique.number_of_cliques"]], "average_clustering() (in module networkx.algorithms.cluster)": [[355, "networkx.algorithms.cluster.average_clustering"]], "clustering() (in module networkx.algorithms.cluster)": [[356, "networkx.algorithms.cluster.clustering"]], "generalized_degree() (in module networkx.algorithms.cluster)": [[357, "networkx.algorithms.cluster.generalized_degree"]], "square_clustering() (in module networkx.algorithms.cluster)": [[358, "networkx.algorithms.cluster.square_clustering"]], "transitivity() (in module networkx.algorithms.cluster)": [[359, "networkx.algorithms.cluster.transitivity"]], "triangles() (in module networkx.algorithms.cluster)": [[360, "networkx.algorithms.cluster.triangles"]], "equitable_color() (in module networkx.algorithms.coloring)": [[361, "networkx.algorithms.coloring.equitable_color"]], "greedy_color() (in module networkx.algorithms.coloring)": [[362, "networkx.algorithms.coloring.greedy_color"]], "strategy_connected_sequential() (in module networkx.algorithms.coloring)": [[363, "networkx.algorithms.coloring.strategy_connected_sequential"]], "strategy_connected_sequential_bfs() (in module networkx.algorithms.coloring)": [[364, "networkx.algorithms.coloring.strategy_connected_sequential_bfs"]], "strategy_connected_sequential_dfs() (in module networkx.algorithms.coloring)": [[365, "networkx.algorithms.coloring.strategy_connected_sequential_dfs"]], "strategy_independent_set() (in module networkx.algorithms.coloring)": [[366, "networkx.algorithms.coloring.strategy_independent_set"]], "strategy_largest_first() (in module networkx.algorithms.coloring)": [[367, "networkx.algorithms.coloring.strategy_largest_first"]], "strategy_random_sequential() (in module networkx.algorithms.coloring)": [[368, "networkx.algorithms.coloring.strategy_random_sequential"]], "strategy_saturation_largest_first() (in module networkx.algorithms.coloring)": [[369, "networkx.algorithms.coloring.strategy_saturation_largest_first"]], "strategy_smallest_last() (in module networkx.algorithms.coloring)": [[370, "networkx.algorithms.coloring.strategy_smallest_last"]], "communicability() (in module networkx.algorithms.communicability_alg)": [[371, "networkx.algorithms.communicability_alg.communicability"]], "communicability_exp() (in module networkx.algorithms.communicability_alg)": [[372, "networkx.algorithms.communicability_alg.communicability_exp"]], "asyn_fluidc() (in module networkx.algorithms.community.asyn_fluid)": [[373, "networkx.algorithms.community.asyn_fluid.asyn_fluidc"]], "girvan_newman() (in module networkx.algorithms.community.centrality)": [[374, "networkx.algorithms.community.centrality.girvan_newman"]], "is_partition() (in module networkx.algorithms.community.community_utils)": [[375, "networkx.algorithms.community.community_utils.is_partition"]], "k_clique_communities() (in module networkx.algorithms.community.kclique)": [[376, "networkx.algorithms.community.kclique.k_clique_communities"]], "kernighan_lin_bisection() (in module networkx.algorithms.community.kernighan_lin)": [[377, "networkx.algorithms.community.kernighan_lin.kernighan_lin_bisection"]], "asyn_lpa_communities() (in module networkx.algorithms.community.label_propagation)": [[378, "networkx.algorithms.community.label_propagation.asyn_lpa_communities"]], "label_propagation_communities() (in module networkx.algorithms.community.label_propagation)": [[379, "networkx.algorithms.community.label_propagation.label_propagation_communities"]], "louvain_communities() (in module networkx.algorithms.community.louvain)": [[380, "networkx.algorithms.community.louvain.louvain_communities"]], "louvain_partitions() (in module networkx.algorithms.community.louvain)": [[381, "networkx.algorithms.community.louvain.louvain_partitions"]], "lukes_partitioning() (in module networkx.algorithms.community.lukes)": [[382, "networkx.algorithms.community.lukes.lukes_partitioning"]], "greedy_modularity_communities() (in module networkx.algorithms.community.modularity_max)": [[383, "networkx.algorithms.community.modularity_max.greedy_modularity_communities"]], "naive_greedy_modularity_communities() (in module networkx.algorithms.community.modularity_max)": [[384, "networkx.algorithms.community.modularity_max.naive_greedy_modularity_communities"]], "modularity() (in module networkx.algorithms.community.quality)": [[385, "networkx.algorithms.community.quality.modularity"]], "partition_quality() (in module networkx.algorithms.community.quality)": [[386, "networkx.algorithms.community.quality.partition_quality"]], "articulation_points() (in module networkx.algorithms.components)": [[387, "networkx.algorithms.components.articulation_points"]], "attracting_components() (in module networkx.algorithms.components)": [[388, "networkx.algorithms.components.attracting_components"]], "biconnected_component_edges() (in module networkx.algorithms.components)": [[389, "networkx.algorithms.components.biconnected_component_edges"]], "biconnected_components() (in module networkx.algorithms.components)": [[390, "networkx.algorithms.components.biconnected_components"]], "condensation() (in module networkx.algorithms.components)": [[391, "networkx.algorithms.components.condensation"]], "connected_components() (in module networkx.algorithms.components)": [[392, "networkx.algorithms.components.connected_components"]], "is_attracting_component() (in module networkx.algorithms.components)": [[393, "networkx.algorithms.components.is_attracting_component"]], "is_biconnected() (in module networkx.algorithms.components)": [[394, "networkx.algorithms.components.is_biconnected"]], "is_connected() (in module networkx.algorithms.components)": [[395, "networkx.algorithms.components.is_connected"]], "is_semiconnected() (in module networkx.algorithms.components)": [[396, "networkx.algorithms.components.is_semiconnected"]], "is_strongly_connected() (in module networkx.algorithms.components)": [[397, "networkx.algorithms.components.is_strongly_connected"]], "is_weakly_connected() (in module networkx.algorithms.components)": [[398, "networkx.algorithms.components.is_weakly_connected"]], "kosaraju_strongly_connected_components() (in module networkx.algorithms.components)": [[399, "networkx.algorithms.components.kosaraju_strongly_connected_components"]], "node_connected_component() (in module networkx.algorithms.components)": [[400, "networkx.algorithms.components.node_connected_component"]], "number_attracting_components() (in module networkx.algorithms.components)": [[401, "networkx.algorithms.components.number_attracting_components"]], "number_connected_components() (in module networkx.algorithms.components)": [[402, "networkx.algorithms.components.number_connected_components"]], "number_strongly_connected_components() (in module networkx.algorithms.components)": [[403, "networkx.algorithms.components.number_strongly_connected_components"]], "number_weakly_connected_components() (in module networkx.algorithms.components)": [[404, "networkx.algorithms.components.number_weakly_connected_components"]], "strongly_connected_components() (in module networkx.algorithms.components)": [[405, "networkx.algorithms.components.strongly_connected_components"]], "strongly_connected_components_recursive() (in module networkx.algorithms.components)": [[406, "networkx.algorithms.components.strongly_connected_components_recursive"]], "weakly_connected_components() (in module networkx.algorithms.components)": [[407, "networkx.algorithms.components.weakly_connected_components"]], "all_pairs_node_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[408, "networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity"]], "average_node_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[409, "networkx.algorithms.connectivity.connectivity.average_node_connectivity"]], "edge_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[410, "networkx.algorithms.connectivity.connectivity.edge_connectivity"]], "local_edge_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[411, "networkx.algorithms.connectivity.connectivity.local_edge_connectivity"]], "local_node_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[412, "networkx.algorithms.connectivity.connectivity.local_node_connectivity"]], "node_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[413, "networkx.algorithms.connectivity.connectivity.node_connectivity"]], "minimum_edge_cut() (in module networkx.algorithms.connectivity.cuts)": [[414, "networkx.algorithms.connectivity.cuts.minimum_edge_cut"]], "minimum_node_cut() (in module networkx.algorithms.connectivity.cuts)": [[415, "networkx.algorithms.connectivity.cuts.minimum_node_cut"]], "minimum_st_edge_cut() (in module networkx.algorithms.connectivity.cuts)": [[416, "networkx.algorithms.connectivity.cuts.minimum_st_edge_cut"]], "minimum_st_node_cut() (in module networkx.algorithms.connectivity.cuts)": [[417, "networkx.algorithms.connectivity.cuts.minimum_st_node_cut"]], "edge_disjoint_paths() (in module networkx.algorithms.connectivity.disjoint_paths)": [[418, "networkx.algorithms.connectivity.disjoint_paths.edge_disjoint_paths"]], "node_disjoint_paths() (in module networkx.algorithms.connectivity.disjoint_paths)": [[419, "networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths"]], "is_k_edge_connected() (in module networkx.algorithms.connectivity.edge_augmentation)": [[420, "networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected"]], "is_locally_k_edge_connected() (in module networkx.algorithms.connectivity.edge_augmentation)": [[421, "networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected"]], "k_edge_augmentation() (in module networkx.algorithms.connectivity.edge_augmentation)": [[422, "networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation"]], "edgecomponentauxgraph (class in networkx.algorithms.connectivity.edge_kcomponents)": [[423, "networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph"]], "__init__() (edgecomponentauxgraph method)": [[423, "networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.__init__"]], "bridge_components() (in module networkx.algorithms.connectivity.edge_kcomponents)": [[424, "networkx.algorithms.connectivity.edge_kcomponents.bridge_components"]], "k_edge_components() (in module networkx.algorithms.connectivity.edge_kcomponents)": [[425, "networkx.algorithms.connectivity.edge_kcomponents.k_edge_components"]], "k_edge_subgraphs() (in module networkx.algorithms.connectivity.edge_kcomponents)": [[426, "networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs"]], "k_components() (in module networkx.algorithms.connectivity.kcomponents)": [[427, "networkx.algorithms.connectivity.kcomponents.k_components"]], "all_node_cuts() (in module networkx.algorithms.connectivity.kcutsets)": [[428, "networkx.algorithms.connectivity.kcutsets.all_node_cuts"]], "stoer_wagner() (in module networkx.algorithms.connectivity.stoerwagner)": [[429, "networkx.algorithms.connectivity.stoerwagner.stoer_wagner"]], "build_auxiliary_edge_connectivity() (in module networkx.algorithms.connectivity.utils)": [[430, "networkx.algorithms.connectivity.utils.build_auxiliary_edge_connectivity"]], "build_auxiliary_node_connectivity() (in module networkx.algorithms.connectivity.utils)": [[431, "networkx.algorithms.connectivity.utils.build_auxiliary_node_connectivity"]], "core_number() (in module networkx.algorithms.core)": [[432, "networkx.algorithms.core.core_number"]], "k_core() (in module networkx.algorithms.core)": [[433, "networkx.algorithms.core.k_core"]], "k_corona() (in module networkx.algorithms.core)": [[434, "networkx.algorithms.core.k_corona"]], "k_crust() (in module networkx.algorithms.core)": [[435, "networkx.algorithms.core.k_crust"]], "k_shell() (in module networkx.algorithms.core)": [[436, "networkx.algorithms.core.k_shell"]], "k_truss() (in module networkx.algorithms.core)": [[437, "networkx.algorithms.core.k_truss"]], "onion_layers() (in module networkx.algorithms.core)": [[438, "networkx.algorithms.core.onion_layers"]], "is_edge_cover() (in module networkx.algorithms.covering)": [[439, "networkx.algorithms.covering.is_edge_cover"]], "min_edge_cover() (in module networkx.algorithms.covering)": [[440, "networkx.algorithms.covering.min_edge_cover"]], "boundary_expansion() (in module networkx.algorithms.cuts)": [[441, "networkx.algorithms.cuts.boundary_expansion"]], "conductance() (in module networkx.algorithms.cuts)": [[442, "networkx.algorithms.cuts.conductance"]], "cut_size() (in module networkx.algorithms.cuts)": [[443, "networkx.algorithms.cuts.cut_size"]], "edge_expansion() (in module networkx.algorithms.cuts)": [[444, "networkx.algorithms.cuts.edge_expansion"]], "mixing_expansion() (in module networkx.algorithms.cuts)": [[445, "networkx.algorithms.cuts.mixing_expansion"]], "node_expansion() (in module networkx.algorithms.cuts)": [[446, "networkx.algorithms.cuts.node_expansion"]], "normalized_cut_size() (in module networkx.algorithms.cuts)": [[447, "networkx.algorithms.cuts.normalized_cut_size"]], "volume() (in module networkx.algorithms.cuts)": [[448, "networkx.algorithms.cuts.volume"]], "cycle_basis() (in module networkx.algorithms.cycles)": [[449, "networkx.algorithms.cycles.cycle_basis"]], "find_cycle() (in module networkx.algorithms.cycles)": [[450, "networkx.algorithms.cycles.find_cycle"]], "minimum_cycle_basis() (in module networkx.algorithms.cycles)": [[451, "networkx.algorithms.cycles.minimum_cycle_basis"]], "recursive_simple_cycles() (in module networkx.algorithms.cycles)": [[452, "networkx.algorithms.cycles.recursive_simple_cycles"]], "simple_cycles() (in module networkx.algorithms.cycles)": [[453, "networkx.algorithms.cycles.simple_cycles"]], "d_separated() (in module networkx.algorithms.d_separation)": [[454, "networkx.algorithms.d_separation.d_separated"]], "all_topological_sorts() (in module networkx.algorithms.dag)": [[455, "networkx.algorithms.dag.all_topological_sorts"]], "ancestors() (in module networkx.algorithms.dag)": [[456, "networkx.algorithms.dag.ancestors"]], "antichains() (in module networkx.algorithms.dag)": [[457, "networkx.algorithms.dag.antichains"]], "dag_longest_path() (in module networkx.algorithms.dag)": [[458, "networkx.algorithms.dag.dag_longest_path"]], "dag_longest_path_length() (in module networkx.algorithms.dag)": [[459, "networkx.algorithms.dag.dag_longest_path_length"]], "dag_to_branching() (in module networkx.algorithms.dag)": [[460, "networkx.algorithms.dag.dag_to_branching"]], "descendants() (in module networkx.algorithms.dag)": [[461, "networkx.algorithms.dag.descendants"]], "is_aperiodic() (in module networkx.algorithms.dag)": [[462, "networkx.algorithms.dag.is_aperiodic"]], "is_directed_acyclic_graph() (in module networkx.algorithms.dag)": [[463, "networkx.algorithms.dag.is_directed_acyclic_graph"]], "lexicographical_topological_sort() (in module networkx.algorithms.dag)": [[464, "networkx.algorithms.dag.lexicographical_topological_sort"]], "topological_generations() (in module networkx.algorithms.dag)": [[465, "networkx.algorithms.dag.topological_generations"]], "topological_sort() (in module networkx.algorithms.dag)": [[466, "networkx.algorithms.dag.topological_sort"]], "transitive_closure() (in module networkx.algorithms.dag)": [[467, "networkx.algorithms.dag.transitive_closure"]], "transitive_closure_dag() (in module networkx.algorithms.dag)": [[468, "networkx.algorithms.dag.transitive_closure_dag"]], "transitive_reduction() (in module networkx.algorithms.dag)": [[469, "networkx.algorithms.dag.transitive_reduction"]], "barycenter() (in module networkx.algorithms.distance_measures)": [[470, "networkx.algorithms.distance_measures.barycenter"]], "center() (in module networkx.algorithms.distance_measures)": [[471, "networkx.algorithms.distance_measures.center"]], "diameter() (in module networkx.algorithms.distance_measures)": [[472, "networkx.algorithms.distance_measures.diameter"]], "eccentricity() (in module networkx.algorithms.distance_measures)": [[473, "networkx.algorithms.distance_measures.eccentricity"]], "periphery() (in module networkx.algorithms.distance_measures)": [[474, "networkx.algorithms.distance_measures.periphery"]], "radius() (in module networkx.algorithms.distance_measures)": [[475, "networkx.algorithms.distance_measures.radius"]], "resistance_distance() (in module networkx.algorithms.distance_measures)": [[476, "networkx.algorithms.distance_measures.resistance_distance"]], "global_parameters() (in module networkx.algorithms.distance_regular)": [[477, "networkx.algorithms.distance_regular.global_parameters"]], "intersection_array() (in module networkx.algorithms.distance_regular)": [[478, "networkx.algorithms.distance_regular.intersection_array"]], "is_distance_regular() (in module networkx.algorithms.distance_regular)": [[479, "networkx.algorithms.distance_regular.is_distance_regular"]], "is_strongly_regular() (in module networkx.algorithms.distance_regular)": [[480, "networkx.algorithms.distance_regular.is_strongly_regular"]], "dominance_frontiers() (in module networkx.algorithms.dominance)": [[481, "networkx.algorithms.dominance.dominance_frontiers"]], "immediate_dominators() (in module networkx.algorithms.dominance)": [[482, "networkx.algorithms.dominance.immediate_dominators"]], "dominating_set() (in module networkx.algorithms.dominating)": [[483, "networkx.algorithms.dominating.dominating_set"]], "is_dominating_set() (in module networkx.algorithms.dominating)": [[484, "networkx.algorithms.dominating.is_dominating_set"]], "efficiency() (in module networkx.algorithms.efficiency_measures)": [[485, "networkx.algorithms.efficiency_measures.efficiency"]], "global_efficiency() (in module networkx.algorithms.efficiency_measures)": [[486, "networkx.algorithms.efficiency_measures.global_efficiency"]], "local_efficiency() (in module networkx.algorithms.efficiency_measures)": [[487, "networkx.algorithms.efficiency_measures.local_efficiency"]], "eulerian_circuit() (in module networkx.algorithms.euler)": [[488, "networkx.algorithms.euler.eulerian_circuit"]], "eulerian_path() (in module networkx.algorithms.euler)": [[489, "networkx.algorithms.euler.eulerian_path"]], "eulerize() (in module networkx.algorithms.euler)": [[490, "networkx.algorithms.euler.eulerize"]], "has_eulerian_path() (in module networkx.algorithms.euler)": [[491, "networkx.algorithms.euler.has_eulerian_path"]], "is_eulerian() (in module networkx.algorithms.euler)": [[492, "networkx.algorithms.euler.is_eulerian"]], "is_semieulerian() (in module networkx.algorithms.euler)": [[493, "networkx.algorithms.euler.is_semieulerian"]], "boykov_kolmogorov() (in module networkx.algorithms.flow)": [[494, "networkx.algorithms.flow.boykov_kolmogorov"]], "build_residual_network() (in module networkx.algorithms.flow)": [[495, "networkx.algorithms.flow.build_residual_network"]], "capacity_scaling() (in module networkx.algorithms.flow)": [[496, "networkx.algorithms.flow.capacity_scaling"]], "cost_of_flow() (in module networkx.algorithms.flow)": [[497, "networkx.algorithms.flow.cost_of_flow"]], "dinitz() (in module networkx.algorithms.flow)": [[498, "networkx.algorithms.flow.dinitz"]], "edmonds_karp() (in module networkx.algorithms.flow)": [[499, "networkx.algorithms.flow.edmonds_karp"]], "gomory_hu_tree() (in module networkx.algorithms.flow)": [[500, "networkx.algorithms.flow.gomory_hu_tree"]], "max_flow_min_cost() (in module networkx.algorithms.flow)": [[501, "networkx.algorithms.flow.max_flow_min_cost"]], "maximum_flow() (in module networkx.algorithms.flow)": [[502, "networkx.algorithms.flow.maximum_flow"]], "maximum_flow_value() (in module networkx.algorithms.flow)": [[503, "networkx.algorithms.flow.maximum_flow_value"]], "min_cost_flow() (in module networkx.algorithms.flow)": [[504, "networkx.algorithms.flow.min_cost_flow"]], "min_cost_flow_cost() (in module networkx.algorithms.flow)": [[505, "networkx.algorithms.flow.min_cost_flow_cost"]], "minimum_cut() (in module networkx.algorithms.flow)": [[506, "networkx.algorithms.flow.minimum_cut"]], "minimum_cut_value() (in module networkx.algorithms.flow)": [[507, "networkx.algorithms.flow.minimum_cut_value"]], "network_simplex() (in module networkx.algorithms.flow)": [[508, "networkx.algorithms.flow.network_simplex"]], "preflow_push() (in module networkx.algorithms.flow)": [[509, "networkx.algorithms.flow.preflow_push"]], "shortest_augmenting_path() (in module networkx.algorithms.flow)": [[510, "networkx.algorithms.flow.shortest_augmenting_path"]], "weisfeiler_lehman_graph_hash() (in module networkx.algorithms.graph_hashing)": [[511, "networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash"]], "weisfeiler_lehman_subgraph_hashes() (in module networkx.algorithms.graph_hashing)": [[512, "networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes"]], "is_digraphical() (in module networkx.algorithms.graphical)": [[513, "networkx.algorithms.graphical.is_digraphical"]], "is_graphical() (in module networkx.algorithms.graphical)": [[514, "networkx.algorithms.graphical.is_graphical"]], "is_multigraphical() (in module networkx.algorithms.graphical)": [[515, "networkx.algorithms.graphical.is_multigraphical"]], "is_pseudographical() (in module networkx.algorithms.graphical)": [[516, "networkx.algorithms.graphical.is_pseudographical"]], "is_valid_degree_sequence_erdos_gallai() (in module networkx.algorithms.graphical)": [[517, "networkx.algorithms.graphical.is_valid_degree_sequence_erdos_gallai"]], "is_valid_degree_sequence_havel_hakimi() (in module networkx.algorithms.graphical)": [[518, "networkx.algorithms.graphical.is_valid_degree_sequence_havel_hakimi"]], "flow_hierarchy() (in module networkx.algorithms.hierarchy)": [[519, "networkx.algorithms.hierarchy.flow_hierarchy"]], "is_kl_connected() (in module networkx.algorithms.hybrid)": [[520, "networkx.algorithms.hybrid.is_kl_connected"]], "kl_connected_subgraph() (in module networkx.algorithms.hybrid)": [[521, "networkx.algorithms.hybrid.kl_connected_subgraph"]], "is_isolate() (in module networkx.algorithms.isolate)": [[522, "networkx.algorithms.isolate.is_isolate"]], "isolates() (in module networkx.algorithms.isolate)": [[523, "networkx.algorithms.isolate.isolates"]], "number_of_isolates() (in module networkx.algorithms.isolate)": [[524, "networkx.algorithms.isolate.number_of_isolates"]], "__init__() (digraphmatcher method)": [[525, "networkx.algorithms.isomorphism.DiGraphMatcher.__init__"]], "candidate_pairs_iter() (digraphmatcher method)": [[526, "networkx.algorithms.isomorphism.DiGraphMatcher.candidate_pairs_iter"]], "initialize() (digraphmatcher method)": [[527, "networkx.algorithms.isomorphism.DiGraphMatcher.initialize"]], "is_isomorphic() (digraphmatcher method)": [[528, "networkx.algorithms.isomorphism.DiGraphMatcher.is_isomorphic"]], "isomorphisms_iter() (digraphmatcher method)": [[529, "networkx.algorithms.isomorphism.DiGraphMatcher.isomorphisms_iter"]], "match() (digraphmatcher method)": [[530, "networkx.algorithms.isomorphism.DiGraphMatcher.match"]], "semantic_feasibility() (digraphmatcher method)": [[531, "networkx.algorithms.isomorphism.DiGraphMatcher.semantic_feasibility"]], "subgraph_is_isomorphic() (digraphmatcher method)": [[532, "networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_is_isomorphic"]], "subgraph_isomorphisms_iter() (digraphmatcher method)": [[533, "networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_isomorphisms_iter"]], "syntactic_feasibility() (digraphmatcher method)": [[534, "networkx.algorithms.isomorphism.DiGraphMatcher.syntactic_feasibility"]], "__init__() (graphmatcher method)": [[535, "networkx.algorithms.isomorphism.GraphMatcher.__init__"]], "candidate_pairs_iter() (graphmatcher method)": [[536, "networkx.algorithms.isomorphism.GraphMatcher.candidate_pairs_iter"]], "initialize() (graphmatcher method)": [[537, "networkx.algorithms.isomorphism.GraphMatcher.initialize"]], "is_isomorphic() (graphmatcher method)": [[538, "networkx.algorithms.isomorphism.GraphMatcher.is_isomorphic"]], "isomorphisms_iter() (graphmatcher method)": [[539, "networkx.algorithms.isomorphism.GraphMatcher.isomorphisms_iter"]], "match() (graphmatcher method)": [[540, "networkx.algorithms.isomorphism.GraphMatcher.match"]], "semantic_feasibility() (graphmatcher method)": [[541, "networkx.algorithms.isomorphism.GraphMatcher.semantic_feasibility"]], "subgraph_is_isomorphic() (graphmatcher method)": [[542, "networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic"]], "subgraph_isomorphisms_iter() (graphmatcher method)": [[543, "networkx.algorithms.isomorphism.GraphMatcher.subgraph_isomorphisms_iter"]], "syntactic_feasibility() (graphmatcher method)": [[544, "networkx.algorithms.isomorphism.GraphMatcher.syntactic_feasibility"]], "ismags (class in networkx.algorithms.isomorphism)": [[545, "networkx.algorithms.isomorphism.ISMAGS"]], "__init__() (ismags method)": [[545, "networkx.algorithms.isomorphism.ISMAGS.__init__"]], "categorical_edge_match() (in module networkx.algorithms.isomorphism)": [[546, "networkx.algorithms.isomorphism.categorical_edge_match"]], "categorical_multiedge_match() (in module networkx.algorithms.isomorphism)": [[547, "networkx.algorithms.isomorphism.categorical_multiedge_match"]], "categorical_node_match() (in module networkx.algorithms.isomorphism)": [[548, "networkx.algorithms.isomorphism.categorical_node_match"]], "could_be_isomorphic() (in module networkx.algorithms.isomorphism)": [[549, "networkx.algorithms.isomorphism.could_be_isomorphic"]], "fast_could_be_isomorphic() (in module networkx.algorithms.isomorphism)": [[550, "networkx.algorithms.isomorphism.fast_could_be_isomorphic"]], "faster_could_be_isomorphic() (in module networkx.algorithms.isomorphism)": [[551, "networkx.algorithms.isomorphism.faster_could_be_isomorphic"]], "generic_edge_match() (in module networkx.algorithms.isomorphism)": [[552, "networkx.algorithms.isomorphism.generic_edge_match"]], "generic_multiedge_match() (in module networkx.algorithms.isomorphism)": [[553, "networkx.algorithms.isomorphism.generic_multiedge_match"]], "generic_node_match() (in module networkx.algorithms.isomorphism)": [[554, "networkx.algorithms.isomorphism.generic_node_match"]], "is_isomorphic() (in module networkx.algorithms.isomorphism)": [[555, "networkx.algorithms.isomorphism.is_isomorphic"]], "numerical_edge_match() (in module networkx.algorithms.isomorphism)": [[556, "networkx.algorithms.isomorphism.numerical_edge_match"]], "numerical_multiedge_match() (in module networkx.algorithms.isomorphism)": [[557, "networkx.algorithms.isomorphism.numerical_multiedge_match"]], "numerical_node_match() (in module networkx.algorithms.isomorphism)": [[558, "networkx.algorithms.isomorphism.numerical_node_match"]], "rooted_tree_isomorphism() (in module networkx.algorithms.isomorphism.tree_isomorphism)": [[559, "networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism"]], "tree_isomorphism() (in module networkx.algorithms.isomorphism.tree_isomorphism)": [[560, "networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism"]], "vf2pp_all_isomorphisms() (in module networkx.algorithms.isomorphism.vf2pp)": [[561, "networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms"]], "vf2pp_is_isomorphic() (in module networkx.algorithms.isomorphism.vf2pp)": [[562, "networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic"]], "vf2pp_isomorphism() (in module networkx.algorithms.isomorphism.vf2pp)": [[563, "networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism"]], "hits() (in module networkx.algorithms.link_analysis.hits_alg)": [[564, "networkx.algorithms.link_analysis.hits_alg.hits"]], "google_matrix() (in module networkx.algorithms.link_analysis.pagerank_alg)": [[565, "networkx.algorithms.link_analysis.pagerank_alg.google_matrix"]], "pagerank() (in module networkx.algorithms.link_analysis.pagerank_alg)": [[566, "networkx.algorithms.link_analysis.pagerank_alg.pagerank"]], "adamic_adar_index() (in module networkx.algorithms.link_prediction)": [[567, "networkx.algorithms.link_prediction.adamic_adar_index"]], "cn_soundarajan_hopcroft() (in module networkx.algorithms.link_prediction)": [[568, "networkx.algorithms.link_prediction.cn_soundarajan_hopcroft"]], "common_neighbor_centrality() (in module networkx.algorithms.link_prediction)": [[569, "networkx.algorithms.link_prediction.common_neighbor_centrality"]], "jaccard_coefficient() (in module networkx.algorithms.link_prediction)": [[570, "networkx.algorithms.link_prediction.jaccard_coefficient"]], "preferential_attachment() (in module networkx.algorithms.link_prediction)": [[571, "networkx.algorithms.link_prediction.preferential_attachment"]], "ra_index_soundarajan_hopcroft() (in module networkx.algorithms.link_prediction)": [[572, "networkx.algorithms.link_prediction.ra_index_soundarajan_hopcroft"]], "resource_allocation_index() (in module networkx.algorithms.link_prediction)": [[573, "networkx.algorithms.link_prediction.resource_allocation_index"]], "within_inter_cluster() (in module networkx.algorithms.link_prediction)": [[574, "networkx.algorithms.link_prediction.within_inter_cluster"]], "all_pairs_lowest_common_ancestor() (in module networkx.algorithms.lowest_common_ancestors)": [[575, "networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor"]], "lowest_common_ancestor() (in module networkx.algorithms.lowest_common_ancestors)": [[576, "networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor"]], "tree_all_pairs_lowest_common_ancestor() (in module networkx.algorithms.lowest_common_ancestors)": [[577, "networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor"]], "is_matching() (in module networkx.algorithms.matching)": [[578, "networkx.algorithms.matching.is_matching"]], "is_maximal_matching() (in module networkx.algorithms.matching)": [[579, "networkx.algorithms.matching.is_maximal_matching"]], "is_perfect_matching() (in module networkx.algorithms.matching)": [[580, "networkx.algorithms.matching.is_perfect_matching"]], "max_weight_matching() (in module networkx.algorithms.matching)": [[581, "networkx.algorithms.matching.max_weight_matching"]], "maximal_matching() (in module networkx.algorithms.matching)": [[582, "networkx.algorithms.matching.maximal_matching"]], "min_weight_matching() (in module networkx.algorithms.matching)": [[583, "networkx.algorithms.matching.min_weight_matching"]], "contracted_edge() (in module networkx.algorithms.minors)": [[584, "networkx.algorithms.minors.contracted_edge"]], "contracted_nodes() (in module networkx.algorithms.minors)": [[585, "networkx.algorithms.minors.contracted_nodes"]], "equivalence_classes() (in module networkx.algorithms.minors)": [[586, "networkx.algorithms.minors.equivalence_classes"]], "identified_nodes() (in module networkx.algorithms.minors)": [[587, "networkx.algorithms.minors.identified_nodes"]], "quotient_graph() (in module networkx.algorithms.minors)": [[588, "networkx.algorithms.minors.quotient_graph"]], "maximal_independent_set() (in module networkx.algorithms.mis)": [[589, "networkx.algorithms.mis.maximal_independent_set"]], "moral_graph() (in module networkx.algorithms.moral)": [[590, "networkx.algorithms.moral.moral_graph"]], "harmonic_function() (in module networkx.algorithms.node_classification)": [[591, "networkx.algorithms.node_classification.harmonic_function"]], "local_and_global_consistency() (in module networkx.algorithms.node_classification)": [[592, "networkx.algorithms.node_classification.local_and_global_consistency"]], "non_randomness() (in module networkx.algorithms.non_randomness)": [[593, "networkx.algorithms.non_randomness.non_randomness"]], "compose_all() (in module networkx.algorithms.operators.all)": [[594, "networkx.algorithms.operators.all.compose_all"]], "disjoint_union_all() (in module networkx.algorithms.operators.all)": [[595, "networkx.algorithms.operators.all.disjoint_union_all"]], "intersection_all() (in module networkx.algorithms.operators.all)": [[596, "networkx.algorithms.operators.all.intersection_all"]], "union_all() (in module networkx.algorithms.operators.all)": [[597, "networkx.algorithms.operators.all.union_all"]], "compose() (in module networkx.algorithms.operators.binary)": [[598, "networkx.algorithms.operators.binary.compose"]], "difference() (in module networkx.algorithms.operators.binary)": [[599, "networkx.algorithms.operators.binary.difference"]], "disjoint_union() (in module networkx.algorithms.operators.binary)": [[600, "networkx.algorithms.operators.binary.disjoint_union"]], "full_join() (in module networkx.algorithms.operators.binary)": [[601, "networkx.algorithms.operators.binary.full_join"]], "intersection() (in module networkx.algorithms.operators.binary)": [[602, "networkx.algorithms.operators.binary.intersection"]], "symmetric_difference() (in module networkx.algorithms.operators.binary)": [[603, "networkx.algorithms.operators.binary.symmetric_difference"]], "union() (in module networkx.algorithms.operators.binary)": [[604, "networkx.algorithms.operators.binary.union"]], "cartesian_product() (in module networkx.algorithms.operators.product)": [[605, "networkx.algorithms.operators.product.cartesian_product"]], "corona_product() (in module networkx.algorithms.operators.product)": [[606, "networkx.algorithms.operators.product.corona_product"]], "lexicographic_product() (in module networkx.algorithms.operators.product)": [[607, "networkx.algorithms.operators.product.lexicographic_product"]], "power() (in module networkx.algorithms.operators.product)": [[608, "networkx.algorithms.operators.product.power"]], "rooted_product() (in module networkx.algorithms.operators.product)": [[609, "networkx.algorithms.operators.product.rooted_product"]], "strong_product() (in module networkx.algorithms.operators.product)": [[610, "networkx.algorithms.operators.product.strong_product"]], "tensor_product() (in module networkx.algorithms.operators.product)": [[611, "networkx.algorithms.operators.product.tensor_product"]], "complement() (in module networkx.algorithms.operators.unary)": [[612, "networkx.algorithms.operators.unary.complement"]], "reverse() (in module networkx.algorithms.operators.unary)": [[613, "networkx.algorithms.operators.unary.reverse"]], "combinatorial_embedding_to_pos() (in module networkx.algorithms.planar_drawing)": [[614, "networkx.algorithms.planar_drawing.combinatorial_embedding_to_pos"]], "planarembedding (class in networkx.algorithms.planarity)": [[615, "networkx.algorithms.planarity.PlanarEmbedding"]], "__init__() (planarembedding method)": [[615, "networkx.algorithms.planarity.PlanarEmbedding.__init__"]], "check_planarity() (in module networkx.algorithms.planarity)": [[616, "networkx.algorithms.planarity.check_planarity"]], "is_planar() (in module networkx.algorithms.planarity)": [[617, "networkx.algorithms.planarity.is_planar"]], "chromatic_polynomial() (in module networkx.algorithms.polynomials)": [[618, "networkx.algorithms.polynomials.chromatic_polynomial"]], "tutte_polynomial() (in module networkx.algorithms.polynomials)": [[619, "networkx.algorithms.polynomials.tutte_polynomial"]], "overall_reciprocity() (in module networkx.algorithms.reciprocity)": [[620, "networkx.algorithms.reciprocity.overall_reciprocity"]], "reciprocity() (in module networkx.algorithms.reciprocity)": [[621, "networkx.algorithms.reciprocity.reciprocity"]], "is_k_regular() (in module networkx.algorithms.regular)": [[622, "networkx.algorithms.regular.is_k_regular"]], "is_regular() (in module networkx.algorithms.regular)": [[623, "networkx.algorithms.regular.is_regular"]], "k_factor() (in module networkx.algorithms.regular)": [[624, "networkx.algorithms.regular.k_factor"]], "rich_club_coefficient() (in module networkx.algorithms.richclub)": [[625, "networkx.algorithms.richclub.rich_club_coefficient"]], "astar_path() (in module networkx.algorithms.shortest_paths.astar)": [[626, "networkx.algorithms.shortest_paths.astar.astar_path"]], "astar_path_length() (in module networkx.algorithms.shortest_paths.astar)": [[627, "networkx.algorithms.shortest_paths.astar.astar_path_length"]], "floyd_warshall() (in module networkx.algorithms.shortest_paths.dense)": [[628, "networkx.algorithms.shortest_paths.dense.floyd_warshall"]], "floyd_warshall_numpy() (in module networkx.algorithms.shortest_paths.dense)": [[629, "networkx.algorithms.shortest_paths.dense.floyd_warshall_numpy"]], "floyd_warshall_predecessor_and_distance() (in module networkx.algorithms.shortest_paths.dense)": [[630, "networkx.algorithms.shortest_paths.dense.floyd_warshall_predecessor_and_distance"]], "reconstruct_path() (in module networkx.algorithms.shortest_paths.dense)": [[631, "networkx.algorithms.shortest_paths.dense.reconstruct_path"]], "all_shortest_paths() (in module networkx.algorithms.shortest_paths.generic)": [[632, "networkx.algorithms.shortest_paths.generic.all_shortest_paths"]], "average_shortest_path_length() (in module networkx.algorithms.shortest_paths.generic)": [[633, "networkx.algorithms.shortest_paths.generic.average_shortest_path_length"]], "has_path() (in module networkx.algorithms.shortest_paths.generic)": [[634, "networkx.algorithms.shortest_paths.generic.has_path"]], "shortest_path() (in module networkx.algorithms.shortest_paths.generic)": [[635, "networkx.algorithms.shortest_paths.generic.shortest_path"]], "shortest_path_length() (in module networkx.algorithms.shortest_paths.generic)": [[636, "networkx.algorithms.shortest_paths.generic.shortest_path_length"]], "all_pairs_shortest_path() (in module networkx.algorithms.shortest_paths.unweighted)": [[637, "networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path"]], "all_pairs_shortest_path_length() (in module networkx.algorithms.shortest_paths.unweighted)": [[638, "networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length"]], "bidirectional_shortest_path() (in module networkx.algorithms.shortest_paths.unweighted)": [[639, "networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path"]], "predecessor() (in module networkx.algorithms.shortest_paths.unweighted)": [[640, "networkx.algorithms.shortest_paths.unweighted.predecessor"]], "single_source_shortest_path() (in module networkx.algorithms.shortest_paths.unweighted)": [[641, "networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path"]], "single_source_shortest_path_length() (in module networkx.algorithms.shortest_paths.unweighted)": [[642, "networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length"]], "single_target_shortest_path() (in module networkx.algorithms.shortest_paths.unweighted)": [[643, "networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path"]], "single_target_shortest_path_length() (in module networkx.algorithms.shortest_paths.unweighted)": [[644, "networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length"]], "all_pairs_bellman_ford_path() (in module networkx.algorithms.shortest_paths.weighted)": [[645, "networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path"]], "all_pairs_bellman_ford_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[646, "networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length"]], "all_pairs_dijkstra() (in module networkx.algorithms.shortest_paths.weighted)": [[647, "networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra"]], "all_pairs_dijkstra_path() (in module networkx.algorithms.shortest_paths.weighted)": [[648, "networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path"]], "all_pairs_dijkstra_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[649, "networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path_length"]], "bellman_ford_path() (in module networkx.algorithms.shortest_paths.weighted)": [[650, "networkx.algorithms.shortest_paths.weighted.bellman_ford_path"]], "bellman_ford_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[651, "networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length"]], "bellman_ford_predecessor_and_distance() (in module networkx.algorithms.shortest_paths.weighted)": [[652, "networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance"]], "bidirectional_dijkstra() (in module networkx.algorithms.shortest_paths.weighted)": [[653, "networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra"]], "dijkstra_path() (in module networkx.algorithms.shortest_paths.weighted)": [[654, "networkx.algorithms.shortest_paths.weighted.dijkstra_path"]], "dijkstra_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[655, "networkx.algorithms.shortest_paths.weighted.dijkstra_path_length"]], "dijkstra_predecessor_and_distance() (in module networkx.algorithms.shortest_paths.weighted)": [[656, "networkx.algorithms.shortest_paths.weighted.dijkstra_predecessor_and_distance"]], "find_negative_cycle() (in module networkx.algorithms.shortest_paths.weighted)": [[657, "networkx.algorithms.shortest_paths.weighted.find_negative_cycle"]], "goldberg_radzik() (in module networkx.algorithms.shortest_paths.weighted)": [[658, "networkx.algorithms.shortest_paths.weighted.goldberg_radzik"]], "johnson() (in module networkx.algorithms.shortest_paths.weighted)": [[659, "networkx.algorithms.shortest_paths.weighted.johnson"]], "multi_source_dijkstra() (in module networkx.algorithms.shortest_paths.weighted)": [[660, "networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra"]], "multi_source_dijkstra_path() (in module networkx.algorithms.shortest_paths.weighted)": [[661, "networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path"]], "multi_source_dijkstra_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[662, "networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length"]], "negative_edge_cycle() (in module networkx.algorithms.shortest_paths.weighted)": [[663, "networkx.algorithms.shortest_paths.weighted.negative_edge_cycle"]], "single_source_bellman_ford() (in module networkx.algorithms.shortest_paths.weighted)": [[664, "networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford"]], "single_source_bellman_ford_path() (in module networkx.algorithms.shortest_paths.weighted)": [[665, "networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path"]], "single_source_bellman_ford_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[666, "networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length"]], "single_source_dijkstra() (in module networkx.algorithms.shortest_paths.weighted)": [[667, "networkx.algorithms.shortest_paths.weighted.single_source_dijkstra"]], "single_source_dijkstra_path() (in module networkx.algorithms.shortest_paths.weighted)": [[668, "networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path"]], "single_source_dijkstra_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[669, "networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length"]], "generate_random_paths() (in module networkx.algorithms.similarity)": [[670, "networkx.algorithms.similarity.generate_random_paths"]], "graph_edit_distance() (in module networkx.algorithms.similarity)": [[671, "networkx.algorithms.similarity.graph_edit_distance"]], "optimal_edit_paths() (in module networkx.algorithms.similarity)": [[672, "networkx.algorithms.similarity.optimal_edit_paths"]], "optimize_edit_paths() (in module networkx.algorithms.similarity)": [[673, "networkx.algorithms.similarity.optimize_edit_paths"]], "optimize_graph_edit_distance() (in module networkx.algorithms.similarity)": [[674, "networkx.algorithms.similarity.optimize_graph_edit_distance"]], "panther_similarity() (in module networkx.algorithms.similarity)": [[675, "networkx.algorithms.similarity.panther_similarity"]], "simrank_similarity() (in module networkx.algorithms.similarity)": [[676, "networkx.algorithms.similarity.simrank_similarity"]], "all_simple_edge_paths() (in module networkx.algorithms.simple_paths)": [[677, "networkx.algorithms.simple_paths.all_simple_edge_paths"]], "all_simple_paths() (in module networkx.algorithms.simple_paths)": [[678, "networkx.algorithms.simple_paths.all_simple_paths"]], "is_simple_path() (in module networkx.algorithms.simple_paths)": [[679, "networkx.algorithms.simple_paths.is_simple_path"]], "shortest_simple_paths() (in module networkx.algorithms.simple_paths)": [[680, "networkx.algorithms.simple_paths.shortest_simple_paths"]], "lattice_reference() (in module networkx.algorithms.smallworld)": [[681, "networkx.algorithms.smallworld.lattice_reference"]], "omega() (in module networkx.algorithms.smallworld)": [[682, "networkx.algorithms.smallworld.omega"]], "random_reference() (in module networkx.algorithms.smallworld)": [[683, "networkx.algorithms.smallworld.random_reference"]], "sigma() (in module networkx.algorithms.smallworld)": [[684, "networkx.algorithms.smallworld.sigma"]], "s_metric() (in module networkx.algorithms.smetric)": [[685, "networkx.algorithms.smetric.s_metric"]], "spanner() (in module networkx.algorithms.sparsifiers)": [[686, "networkx.algorithms.sparsifiers.spanner"]], "constraint() (in module networkx.algorithms.structuralholes)": [[687, "networkx.algorithms.structuralholes.constraint"]], "effective_size() (in module networkx.algorithms.structuralholes)": [[688, "networkx.algorithms.structuralholes.effective_size"]], "local_constraint() (in module networkx.algorithms.structuralholes)": [[689, "networkx.algorithms.structuralholes.local_constraint"]], "dedensify() (in module networkx.algorithms.summarization)": [[690, "networkx.algorithms.summarization.dedensify"]], "snap_aggregation() (in module networkx.algorithms.summarization)": [[691, "networkx.algorithms.summarization.snap_aggregation"]], "connected_double_edge_swap() (in module networkx.algorithms.swap)": [[692, "networkx.algorithms.swap.connected_double_edge_swap"]], "directed_edge_swap() (in module networkx.algorithms.swap)": [[693, "networkx.algorithms.swap.directed_edge_swap"]], "double_edge_swap() (in module networkx.algorithms.swap)": [[694, "networkx.algorithms.swap.double_edge_swap"]], "find_threshold_graph() (in module networkx.algorithms.threshold)": [[695, "networkx.algorithms.threshold.find_threshold_graph"]], "is_threshold_graph() (in module networkx.algorithms.threshold)": [[696, "networkx.algorithms.threshold.is_threshold_graph"]], "hamiltonian_path() (in module networkx.algorithms.tournament)": [[697, "networkx.algorithms.tournament.hamiltonian_path"]], "is_reachable() (in module networkx.algorithms.tournament)": [[698, "networkx.algorithms.tournament.is_reachable"]], "is_strongly_connected() (in module networkx.algorithms.tournament)": [[699, "networkx.algorithms.tournament.is_strongly_connected"]], "is_tournament() (in module networkx.algorithms.tournament)": [[700, "networkx.algorithms.tournament.is_tournament"]], "random_tournament() (in module networkx.algorithms.tournament)": [[701, "networkx.algorithms.tournament.random_tournament"]], "score_sequence() (in module networkx.algorithms.tournament)": [[702, "networkx.algorithms.tournament.score_sequence"]], "bfs_beam_edges() (in module networkx.algorithms.traversal.beamsearch)": [[703, "networkx.algorithms.traversal.beamsearch.bfs_beam_edges"]], "bfs_edges() (in module networkx.algorithms.traversal.breadth_first_search)": [[704, "networkx.algorithms.traversal.breadth_first_search.bfs_edges"]], "bfs_layers() (in module networkx.algorithms.traversal.breadth_first_search)": [[705, "networkx.algorithms.traversal.breadth_first_search.bfs_layers"]], "bfs_predecessors() (in module networkx.algorithms.traversal.breadth_first_search)": [[706, "networkx.algorithms.traversal.breadth_first_search.bfs_predecessors"]], "bfs_successors() (in module networkx.algorithms.traversal.breadth_first_search)": [[707, "networkx.algorithms.traversal.breadth_first_search.bfs_successors"]], "bfs_tree() (in module networkx.algorithms.traversal.breadth_first_search)": [[708, "networkx.algorithms.traversal.breadth_first_search.bfs_tree"]], "descendants_at_distance() (in module networkx.algorithms.traversal.breadth_first_search)": [[709, "networkx.algorithms.traversal.breadth_first_search.descendants_at_distance"]], "dfs_edges() (in module networkx.algorithms.traversal.depth_first_search)": [[710, "networkx.algorithms.traversal.depth_first_search.dfs_edges"]], "dfs_labeled_edges() (in module networkx.algorithms.traversal.depth_first_search)": [[711, "networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges"]], "dfs_postorder_nodes() (in module networkx.algorithms.traversal.depth_first_search)": [[712, "networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes"]], "dfs_predecessors() (in module networkx.algorithms.traversal.depth_first_search)": [[713, "networkx.algorithms.traversal.depth_first_search.dfs_predecessors"]], "dfs_preorder_nodes() (in module networkx.algorithms.traversal.depth_first_search)": [[714, "networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes"]], "dfs_successors() (in module networkx.algorithms.traversal.depth_first_search)": [[715, "networkx.algorithms.traversal.depth_first_search.dfs_successors"]], "dfs_tree() (in module networkx.algorithms.traversal.depth_first_search)": [[716, "networkx.algorithms.traversal.depth_first_search.dfs_tree"]], "edge_bfs() (in module networkx.algorithms.traversal.edgebfs)": [[717, "networkx.algorithms.traversal.edgebfs.edge_bfs"]], "edge_dfs() (in module networkx.algorithms.traversal.edgedfs)": [[718, "networkx.algorithms.traversal.edgedfs.edge_dfs"]], "arborescenceiterator (class in networkx.algorithms.tree.branchings)": [[719, "networkx.algorithms.tree.branchings.ArborescenceIterator"]], "__init__() (arborescenceiterator method)": [[719, "networkx.algorithms.tree.branchings.ArborescenceIterator.__init__"]], "edmonds (class in networkx.algorithms.tree.branchings)": [[720, "networkx.algorithms.tree.branchings.Edmonds"]], "__init__() (edmonds method)": [[720, "networkx.algorithms.tree.branchings.Edmonds.__init__"]], "branching_weight() (in module networkx.algorithms.tree.branchings)": [[721, "networkx.algorithms.tree.branchings.branching_weight"]], "greedy_branching() (in module networkx.algorithms.tree.branchings)": [[722, "networkx.algorithms.tree.branchings.greedy_branching"]], "maximum_branching() (in module networkx.algorithms.tree.branchings)": [[723, "networkx.algorithms.tree.branchings.maximum_branching"]], "maximum_spanning_arborescence() (in module networkx.algorithms.tree.branchings)": [[724, "networkx.algorithms.tree.branchings.maximum_spanning_arborescence"]], "minimum_branching() (in module networkx.algorithms.tree.branchings)": [[725, "networkx.algorithms.tree.branchings.minimum_branching"]], "minimum_spanning_arborescence() (in module networkx.algorithms.tree.branchings)": [[726, "networkx.algorithms.tree.branchings.minimum_spanning_arborescence"]], "notatree": [[727, "networkx.algorithms.tree.coding.NotATree"]], "from_nested_tuple() (in module networkx.algorithms.tree.coding)": [[728, "networkx.algorithms.tree.coding.from_nested_tuple"]], "from_prufer_sequence() (in module networkx.algorithms.tree.coding)": [[729, "networkx.algorithms.tree.coding.from_prufer_sequence"]], "to_nested_tuple() (in module networkx.algorithms.tree.coding)": [[730, "networkx.algorithms.tree.coding.to_nested_tuple"]], "to_prufer_sequence() (in module networkx.algorithms.tree.coding)": [[731, "networkx.algorithms.tree.coding.to_prufer_sequence"]], "junction_tree() (in module networkx.algorithms.tree.decomposition)": [[732, "networkx.algorithms.tree.decomposition.junction_tree"]], "spanningtreeiterator (class in networkx.algorithms.tree.mst)": [[733, "networkx.algorithms.tree.mst.SpanningTreeIterator"]], "__init__() (spanningtreeiterator method)": [[733, "networkx.algorithms.tree.mst.SpanningTreeIterator.__init__"]], "maximum_spanning_edges() (in module networkx.algorithms.tree.mst)": [[734, "networkx.algorithms.tree.mst.maximum_spanning_edges"]], "maximum_spanning_tree() (in module networkx.algorithms.tree.mst)": [[735, "networkx.algorithms.tree.mst.maximum_spanning_tree"]], "minimum_spanning_edges() (in module networkx.algorithms.tree.mst)": [[736, "networkx.algorithms.tree.mst.minimum_spanning_edges"]], "minimum_spanning_tree() (in module networkx.algorithms.tree.mst)": [[737, "networkx.algorithms.tree.mst.minimum_spanning_tree"]], "random_spanning_tree() (in module networkx.algorithms.tree.mst)": [[738, "networkx.algorithms.tree.mst.random_spanning_tree"]], "join() (in module networkx.algorithms.tree.operations)": [[739, "networkx.algorithms.tree.operations.join"]], "is_arborescence() (in module networkx.algorithms.tree.recognition)": [[740, "networkx.algorithms.tree.recognition.is_arborescence"]], "is_branching() (in module networkx.algorithms.tree.recognition)": [[741, "networkx.algorithms.tree.recognition.is_branching"]], "is_forest() (in module networkx.algorithms.tree.recognition)": [[742, "networkx.algorithms.tree.recognition.is_forest"]], "is_tree() (in module networkx.algorithms.tree.recognition)": [[743, "networkx.algorithms.tree.recognition.is_tree"]], "all_triads() (in module networkx.algorithms.triads)": [[744, "networkx.algorithms.triads.all_triads"]], "all_triplets() (in module networkx.algorithms.triads)": [[745, "networkx.algorithms.triads.all_triplets"]], "is_triad() (in module networkx.algorithms.triads)": [[746, "networkx.algorithms.triads.is_triad"]], "random_triad() (in module networkx.algorithms.triads)": [[747, "networkx.algorithms.triads.random_triad"]], "triad_type() (in module networkx.algorithms.triads)": [[748, "networkx.algorithms.triads.triad_type"]], "triadic_census() (in module networkx.algorithms.triads)": [[749, "networkx.algorithms.triads.triadic_census"]], "triads_by_type() (in module networkx.algorithms.triads)": [[750, "networkx.algorithms.triads.triads_by_type"]], "closeness_vitality() (in module networkx.algorithms.vitality)": [[751, "networkx.algorithms.vitality.closeness_vitality"]], "voronoi_cells() (in module networkx.algorithms.voronoi)": [[752, "networkx.algorithms.voronoi.voronoi_cells"]], "wiener_index() (in module networkx.algorithms.wiener)": [[753, "networkx.algorithms.wiener.wiener_index"]], "networkx.algorithms.graph_hashing": [[754, "module-networkx.algorithms.graph_hashing"]], "networkx.algorithms.graphical": [[755, "module-networkx.algorithms.graphical"]], "networkx.algorithms.hierarchy": [[756, "module-networkx.algorithms.hierarchy"]], "networkx.algorithms.hybrid": [[757, "module-networkx.algorithms.hybrid"]], "networkx.algorithms.isolate": [[759, "module-networkx.algorithms.isolate"]], "networkx.algorithms.isomorphism": [[760, "module-networkx.algorithms.isomorphism"]], "networkx.algorithms.isomorphism.tree_isomorphism": [[760, "module-networkx.algorithms.isomorphism.tree_isomorphism"]], "networkx.algorithms.isomorphism.vf2pp": [[760, "module-networkx.algorithms.isomorphism.vf2pp"]], "networkx.algorithms.isomorphism.ismags": [[761, "module-networkx.algorithms.isomorphism.ismags"]], "networkx.algorithms.isomorphism.isomorphvf2": [[762, "module-networkx.algorithms.isomorphism.isomorphvf2"]], "networkx.algorithms.link_analysis.hits_alg": [[763, "module-networkx.algorithms.link_analysis.hits_alg"]], "networkx.algorithms.link_analysis.pagerank_alg": [[763, "module-networkx.algorithms.link_analysis.pagerank_alg"]], "networkx.algorithms.link_prediction": [[764, "module-networkx.algorithms.link_prediction"]], "networkx.algorithms.lowest_common_ancestors": [[765, "module-networkx.algorithms.lowest_common_ancestors"]], "networkx.algorithms.matching": [[766, "module-networkx.algorithms.matching"]], "networkx.algorithms.minors": [[767, "module-networkx.algorithms.minors"]], "networkx.algorithms.mis": [[768, "module-networkx.algorithms.mis"]], "networkx.algorithms.moral": [[769, "module-networkx.algorithms.moral"]], "networkx.algorithms.node_classification": [[770, "module-networkx.algorithms.node_classification"]], "networkx.algorithms.non_randomness": [[771, "module-networkx.algorithms.non_randomness"]], "networkx.algorithms.operators.all": [[772, "module-networkx.algorithms.operators.all"]], "networkx.algorithms.operators.binary": [[772, "module-networkx.algorithms.operators.binary"]], "networkx.algorithms.operators.product": [[772, "module-networkx.algorithms.operators.product"]], "networkx.algorithms.operators.unary": [[772, "module-networkx.algorithms.operators.unary"]], "networkx.algorithms.planar_drawing": [[773, "module-networkx.algorithms.planar_drawing"]], "networkx.algorithms.planarity": [[774, "module-networkx.algorithms.planarity"]], "networkx.algorithms.polynomials": [[775, "module-networkx.algorithms.polynomials"]], "networkx.algorithms.reciprocity": [[776, "module-networkx.algorithms.reciprocity"]], "networkx.algorithms.regular": [[777, "module-networkx.algorithms.regular"]], "networkx.algorithms.richclub": [[778, "module-networkx.algorithms.richclub"]], "networkx.algorithms.shortest_paths.astar": [[779, "module-networkx.algorithms.shortest_paths.astar"]], "networkx.algorithms.shortest_paths.dense": [[779, "module-networkx.algorithms.shortest_paths.dense"]], "networkx.algorithms.shortest_paths.generic": [[779, "module-networkx.algorithms.shortest_paths.generic"]], "networkx.algorithms.shortest_paths.unweighted": [[779, "module-networkx.algorithms.shortest_paths.unweighted"]], "networkx.algorithms.shortest_paths.weighted": [[779, "module-networkx.algorithms.shortest_paths.weighted"]], "networkx.algorithms.similarity": [[780, "module-networkx.algorithms.similarity"]], "networkx.algorithms.simple_paths": [[781, "module-networkx.algorithms.simple_paths"]], "networkx.algorithms.smallworld": [[782, "module-networkx.algorithms.smallworld"]], "networkx.algorithms.smetric": [[783, "module-networkx.algorithms.smetric"]], "networkx.algorithms.sparsifiers": [[784, "module-networkx.algorithms.sparsifiers"]], "networkx.algorithms.structuralholes": [[785, "module-networkx.algorithms.structuralholes"]], "networkx.algorithms.summarization": [[786, "module-networkx.algorithms.summarization"]], "networkx.algorithms.swap": [[787, "module-networkx.algorithms.swap"]], "networkx.algorithms.threshold": [[788, "module-networkx.algorithms.threshold"]], "networkx.algorithms.tournament": [[789, "module-networkx.algorithms.tournament"]], "networkx.algorithms.traversal.beamsearch": [[790, "module-networkx.algorithms.traversal.beamsearch"]], "networkx.algorithms.traversal.breadth_first_search": [[790, "module-networkx.algorithms.traversal.breadth_first_search"]], "networkx.algorithms.traversal.depth_first_search": [[790, "module-networkx.algorithms.traversal.depth_first_search"]], "networkx.algorithms.traversal.edgebfs": [[790, "module-networkx.algorithms.traversal.edgebfs"]], "networkx.algorithms.traversal.edgedfs": [[790, "module-networkx.algorithms.traversal.edgedfs"]], "networkx.algorithms.tree.branchings": [[791, "module-networkx.algorithms.tree.branchings"]], "networkx.algorithms.tree.coding": [[791, "module-networkx.algorithms.tree.coding"]], "networkx.algorithms.tree.decomposition": [[791, "module-networkx.algorithms.tree.decomposition"]], "networkx.algorithms.tree.mst": [[791, "module-networkx.algorithms.tree.mst"]], "networkx.algorithms.tree.operations": [[791, "module-networkx.algorithms.tree.operations"]], "networkx.algorithms.tree.recognition": [[791, "module-networkx.algorithms.tree.recognition"]], "networkx.algorithms.triads": [[792, "module-networkx.algorithms.triads"]], "networkx.algorithms.vitality": [[793, "module-networkx.algorithms.vitality"]], "networkx.algorithms.voronoi": [[794, "module-networkx.algorithms.voronoi"]], "networkx.algorithms.wiener": [[795, "module-networkx.algorithms.wiener"]], "digraph (class in networkx)": [[796, "networkx.DiGraph"]], "copy() (adjacencyview method)": [[797, "networkx.classes.coreviews.AdjacencyView.copy"]], "get() (adjacencyview method)": [[798, "networkx.classes.coreviews.AdjacencyView.get"]], "items() (adjacencyview method)": [[799, "networkx.classes.coreviews.AdjacencyView.items"]], "keys() (adjacencyview method)": [[800, "networkx.classes.coreviews.AdjacencyView.keys"]], "values() (adjacencyview method)": [[801, "networkx.classes.coreviews.AdjacencyView.values"]], "copy() (atlasview method)": [[802, "networkx.classes.coreviews.AtlasView.copy"]], "get() (atlasview method)": [[803, 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method)": [[824, "networkx.classes.coreviews.MultiAdjacencyView.get"]], "items() (multiadjacencyview method)": [[825, "networkx.classes.coreviews.MultiAdjacencyView.items"]], "keys() (multiadjacencyview method)": [[826, "networkx.classes.coreviews.MultiAdjacencyView.keys"]], "values() (multiadjacencyview method)": [[827, "networkx.classes.coreviews.MultiAdjacencyView.values"]], "copy() (unionadjacency method)": [[828, "networkx.classes.coreviews.UnionAdjacency.copy"]], "get() (unionadjacency method)": [[829, "networkx.classes.coreviews.UnionAdjacency.get"]], "items() (unionadjacency method)": [[830, "networkx.classes.coreviews.UnionAdjacency.items"]], "keys() (unionadjacency method)": [[831, "networkx.classes.coreviews.UnionAdjacency.keys"]], "values() (unionadjacency method)": [[832, "networkx.classes.coreviews.UnionAdjacency.values"]], "copy() (unionatlas method)": [[833, "networkx.classes.coreviews.UnionAtlas.copy"]], "get() (unionatlas method)": [[834, "networkx.classes.coreviews.UnionAtlas.get"]], "items() (unionatlas method)": [[835, "networkx.classes.coreviews.UnionAtlas.items"]], "keys() (unionatlas method)": [[836, "networkx.classes.coreviews.UnionAtlas.keys"]], "values() (unionatlas method)": [[837, "networkx.classes.coreviews.UnionAtlas.values"]], "copy() (unionmultiadjacency method)": [[838, "networkx.classes.coreviews.UnionMultiAdjacency.copy"]], "get() (unionmultiadjacency method)": [[839, "networkx.classes.coreviews.UnionMultiAdjacency.get"]], "items() (unionmultiadjacency method)": [[840, "networkx.classes.coreviews.UnionMultiAdjacency.items"]], "keys() (unionmultiadjacency method)": [[841, "networkx.classes.coreviews.UnionMultiAdjacency.keys"]], "values() (unionmultiadjacency method)": [[842, "networkx.classes.coreviews.UnionMultiAdjacency.values"]], "copy() (unionmultiinner method)": [[843, "networkx.classes.coreviews.UnionMultiInner.copy"]], "get() (unionmultiinner method)": [[844, "networkx.classes.coreviews.UnionMultiInner.get"]], "items() (unionmultiinner method)": [[845, "networkx.classes.coreviews.UnionMultiInner.items"]], "keys() (unionmultiinner method)": [[846, "networkx.classes.coreviews.UnionMultiInner.keys"]], "values() (unionmultiinner method)": [[847, "networkx.classes.coreviews.UnionMultiInner.values"]], "__contains__() (digraph method)": [[848, "networkx.DiGraph.__contains__"]], "__getitem__() (digraph method)": [[849, "networkx.DiGraph.__getitem__"]], "__init__() (digraph method)": [[850, "networkx.DiGraph.__init__"]], "__iter__() (digraph method)": [[851, "networkx.DiGraph.__iter__"]], "__len__() (digraph method)": [[852, "networkx.DiGraph.__len__"]], "add_edge() (digraph method)": [[853, "networkx.DiGraph.add_edge"]], "add_edges_from() (digraph method)": [[854, "networkx.DiGraph.add_edges_from"]], "add_node() (digraph method)": [[855, "networkx.DiGraph.add_node"]], "add_nodes_from() (digraph method)": [[856, "networkx.DiGraph.add_nodes_from"]], "add_weighted_edges_from() (digraph method)": [[857, "networkx.DiGraph.add_weighted_edges_from"]], "adj (digraph property)": [[858, "networkx.DiGraph.adj"]], "adjacency() (digraph method)": [[859, "networkx.DiGraph.adjacency"]], "clear() (digraph method)": [[860, "networkx.DiGraph.clear"]], "clear_edges() (digraph method)": [[861, "networkx.DiGraph.clear_edges"]], "copy() (digraph method)": [[862, "networkx.DiGraph.copy"]], "degree (digraph property)": [[863, "networkx.DiGraph.degree"]], "edge_subgraph() (digraph method)": [[864, "networkx.DiGraph.edge_subgraph"]], "edges (digraph property)": [[865, "networkx.DiGraph.edges"]], "get_edge_data() (digraph method)": [[866, "networkx.DiGraph.get_edge_data"]], "has_edge() (digraph method)": [[867, "networkx.DiGraph.has_edge"]], "has_node() (digraph method)": [[868, "networkx.DiGraph.has_node"]], "in_degree (digraph property)": [[869, "networkx.DiGraph.in_degree"]], "in_edges (digraph property)": [[870, "networkx.DiGraph.in_edges"]], 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"networkx.Graph.has_node"]], "nbunch_iter() (graph method)": [[914, "networkx.Graph.nbunch_iter"]], "neighbors() (graph method)": [[915, "networkx.Graph.neighbors"]], "nodes (graph property)": [[916, "networkx.Graph.nodes"]], "number_of_edges() (graph method)": [[917, "networkx.Graph.number_of_edges"]], "number_of_nodes() (graph method)": [[918, "networkx.Graph.number_of_nodes"]], "order() (graph method)": [[919, "networkx.Graph.order"]], "remove_edge() (graph method)": [[920, "networkx.Graph.remove_edge"]], "remove_edges_from() (graph method)": [[921, "networkx.Graph.remove_edges_from"]], "remove_node() (graph method)": [[922, "networkx.Graph.remove_node"]], "remove_nodes_from() (graph method)": [[923, "networkx.Graph.remove_nodes_from"]], "size() (graph method)": [[924, "networkx.Graph.size"]], "subgraph() (graph method)": [[925, "networkx.Graph.subgraph"]], "to_directed() (graph method)": [[926, "networkx.Graph.to_directed"]], "to_undirected() (graph method)": [[927, "networkx.Graph.to_undirected"]], "update() (graph method)": [[928, "networkx.Graph.update"]], "__contains__() (multidigraph method)": [[929, "networkx.MultiDiGraph.__contains__"]], "__getitem__() (multidigraph method)": [[930, "networkx.MultiDiGraph.__getitem__"]], "__init__() (multidigraph method)": [[931, "networkx.MultiDiGraph.__init__"]], "__iter__() (multidigraph method)": [[932, "networkx.MultiDiGraph.__iter__"]], "__len__() (multidigraph method)": [[933, "networkx.MultiDiGraph.__len__"]], "add_edge() (multidigraph method)": [[934, "networkx.MultiDiGraph.add_edge"]], "add_edges_from() (multidigraph method)": [[935, "networkx.MultiDiGraph.add_edges_from"]], "add_node() (multidigraph method)": [[936, "networkx.MultiDiGraph.add_node"]], "add_nodes_from() (multidigraph method)": [[937, "networkx.MultiDiGraph.add_nodes_from"]], "add_weighted_edges_from() (multidigraph method)": [[938, "networkx.MultiDiGraph.add_weighted_edges_from"]], "adj (multidigraph property)": [[939, 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"networkx.MultiDiGraph.remove_edges_from"]], "remove_node() (multidigraph method)": [[964, "networkx.MultiDiGraph.remove_node"]], "remove_nodes_from() (multidigraph method)": [[965, "networkx.MultiDiGraph.remove_nodes_from"]], "reverse() (multidigraph method)": [[966, "networkx.MultiDiGraph.reverse"]], "size() (multidigraph method)": [[967, "networkx.MultiDiGraph.size"]], "subgraph() (multidigraph method)": [[968, "networkx.MultiDiGraph.subgraph"]], "succ (multidigraph property)": [[969, "networkx.MultiDiGraph.succ"]], "successors() (multidigraph method)": [[970, "networkx.MultiDiGraph.successors"]], "to_directed() (multidigraph method)": [[971, "networkx.MultiDiGraph.to_directed"]], "to_undirected() (multidigraph method)": [[972, "networkx.MultiDiGraph.to_undirected"]], "update() (multidigraph method)": [[973, "networkx.MultiDiGraph.update"]], "__contains__() (multigraph method)": [[974, "networkx.MultiGraph.__contains__"]], "__getitem__() (multigraph method)": [[975, "networkx.MultiGraph.__getitem__"]], "__init__() (multigraph method)": [[976, "networkx.MultiGraph.__init__"]], "__iter__() (multigraph method)": [[977, "networkx.MultiGraph.__iter__"]], "__len__() (multigraph method)": [[978, "networkx.MultiGraph.__len__"]], "add_edge() (multigraph method)": [[979, "networkx.MultiGraph.add_edge"]], "add_edges_from() (multigraph method)": [[980, "networkx.MultiGraph.add_edges_from"]], "add_node() (multigraph method)": [[981, "networkx.MultiGraph.add_node"]], "add_nodes_from() (multigraph method)": [[982, "networkx.MultiGraph.add_nodes_from"]], "add_weighted_edges_from() (multigraph method)": [[983, "networkx.MultiGraph.add_weighted_edges_from"]], "adj (multigraph property)": [[984, "networkx.MultiGraph.adj"]], "adjacency() (multigraph method)": [[985, "networkx.MultiGraph.adjacency"]], "clear() (multigraph method)": [[986, "networkx.MultiGraph.clear"]], "clear_edges() (multigraph method)": [[987, "networkx.MultiGraph.clear_edges"]], "copy() (multigraph 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"order() (multigraph method)": [[1001, "networkx.MultiGraph.order"]], "remove_edge() (multigraph method)": [[1002, "networkx.MultiGraph.remove_edge"]], "remove_edges_from() (multigraph method)": [[1003, "networkx.MultiGraph.remove_edges_from"]], "remove_node() (multigraph method)": [[1004, "networkx.MultiGraph.remove_node"]], "remove_nodes_from() (multigraph method)": [[1005, "networkx.MultiGraph.remove_nodes_from"]], "size() (multigraph method)": [[1006, "networkx.MultiGraph.size"]], "subgraph() (multigraph method)": [[1007, "networkx.MultiGraph.subgraph"]], "to_directed() (multigraph method)": [[1008, "networkx.MultiGraph.to_directed"]], "to_undirected() (multigraph method)": [[1009, "networkx.MultiGraph.to_undirected"]], "update() (multigraph method)": [[1010, "networkx.MultiGraph.update"]], "_dispatch() (in module networkx.classes.backends)": [[1011, "networkx.classes.backends._dispatch"]], "adjacencyview (class in networkx.classes.coreviews)": [[1012, "networkx.classes.coreviews.AdjacencyView"]], "__init__() (adjacencyview method)": [[1012, "networkx.classes.coreviews.AdjacencyView.__init__"]], "atlasview (class in networkx.classes.coreviews)": [[1013, "networkx.classes.coreviews.AtlasView"]], "__init__() (atlasview method)": [[1013, "networkx.classes.coreviews.AtlasView.__init__"]], "filteradjacency (class in networkx.classes.coreviews)": [[1014, "networkx.classes.coreviews.FilterAdjacency"]], "__init__() (filteradjacency method)": [[1014, "networkx.classes.coreviews.FilterAdjacency.__init__"]], "filteratlas (class in networkx.classes.coreviews)": [[1015, "networkx.classes.coreviews.FilterAtlas"]], "__init__() (filteratlas method)": [[1015, "networkx.classes.coreviews.FilterAtlas.__init__"]], "filtermultiadjacency (class in networkx.classes.coreviews)": [[1016, "networkx.classes.coreviews.FilterMultiAdjacency"]], "__init__() (filtermultiadjacency method)": [[1016, "networkx.classes.coreviews.FilterMultiAdjacency.__init__"]], "filtermultiinner (class in networkx.classes.coreviews)": [[1017, "networkx.classes.coreviews.FilterMultiInner"]], "__init__() (filtermultiinner method)": [[1017, "networkx.classes.coreviews.FilterMultiInner.__init__"]], "multiadjacencyview (class in networkx.classes.coreviews)": [[1018, "networkx.classes.coreviews.MultiAdjacencyView"]], "__init__() (multiadjacencyview method)": [[1018, "networkx.classes.coreviews.MultiAdjacencyView.__init__"]], "unionadjacency (class in networkx.classes.coreviews)": [[1019, "networkx.classes.coreviews.UnionAdjacency"]], "__init__() (unionadjacency method)": [[1019, "networkx.classes.coreviews.UnionAdjacency.__init__"]], "unionatlas (class in networkx.classes.coreviews)": [[1020, "networkx.classes.coreviews.UnionAtlas"]], "__init__() (unionatlas method)": [[1020, "networkx.classes.coreviews.UnionAtlas.__init__"]], "unionmultiadjacency (class in networkx.classes.coreviews)": [[1021, "networkx.classes.coreviews.UnionMultiAdjacency"]], "__init__() (unionmultiadjacency method)": [[1021, "networkx.classes.coreviews.UnionMultiAdjacency.__init__"]], "unionmultiinner (class in networkx.classes.coreviews)": [[1022, "networkx.classes.coreviews.UnionMultiInner"]], "__init__() (unionmultiinner method)": [[1022, "networkx.classes.coreviews.UnionMultiInner.__init__"]], "hide_diedges() (in module networkx.classes.filters)": [[1023, "networkx.classes.filters.hide_diedges"]], "hide_edges() (in module networkx.classes.filters)": [[1024, "networkx.classes.filters.hide_edges"]], "hide_multidiedges() (in module networkx.classes.filters)": [[1025, "networkx.classes.filters.hide_multidiedges"]], "hide_multiedges() (in module networkx.classes.filters)": [[1026, "networkx.classes.filters.hide_multiedges"]], "hide_nodes() (in module networkx.classes.filters)": [[1027, "networkx.classes.filters.hide_nodes"]], "no_filter() (in module networkx.classes.filters)": [[1028, "networkx.classes.filters.no_filter"]], "show_diedges() (in module networkx.classes.filters)": [[1029, "networkx.classes.filters.show_diedges"]], "show_edges() (in module networkx.classes.filters)": [[1030, "networkx.classes.filters.show_edges"]], "show_multidiedges() (in module networkx.classes.filters)": [[1031, "networkx.classes.filters.show_multidiedges"]], "show_multiedges() (in module networkx.classes.filters)": [[1032, "networkx.classes.filters.show_multiedges"]], "__init__() (show_nodes method)": [[1033, "networkx.classes.filters.show_nodes.__init__"]], "show_nodes (class in networkx.classes.filters)": [[1033, "networkx.classes.filters.show_nodes"]], "generic_graph_view() (in module networkx.classes.graphviews)": [[1034, "networkx.classes.graphviews.generic_graph_view"]], "reverse_view() (in module networkx.classes.graphviews)": [[1035, "networkx.classes.graphviews.reverse_view"]], "subgraph_view() (in module networkx.classes.graphviews)": [[1036, "networkx.classes.graphviews.subgraph_view"]], "graph (class in networkx)": [[1037, "networkx.Graph"]], "networkx.classes.backends": [[1038, "module-networkx.classes.backends"]], "networkx.classes.coreviews": [[1038, "module-networkx.classes.coreviews"]], "networkx.classes.filters": [[1038, "module-networkx.classes.filters"]], "networkx.classes.graphviews": [[1038, "module-networkx.classes.graphviews"]], "multidigraph (class in networkx)": [[1039, "networkx.MultiDiGraph"]], "multigraph (class in networkx)": [[1040, "networkx.MultiGraph"]], "networkx.convert": [[1041, "module-networkx.convert"]], "networkx.convert_matrix": [[1041, "module-networkx.convert_matrix"]], "networkx.drawing.layout": [[1042, "module-networkx.drawing.layout"]], "networkx.drawing.nx_agraph": [[1042, "module-networkx.drawing.nx_agraph"]], "networkx.drawing.nx_latex": [[1042, "module-networkx.drawing.nx_latex"]], "networkx.drawing.nx_pydot": [[1042, "module-networkx.drawing.nx_pydot"]], "networkx.drawing.nx_pylab": [[1042, "module-networkx.drawing.nx_pylab"]], "ambiguoussolution (class in networkx)": [[1043, "networkx.AmbiguousSolution"]], "exceededmaxiterations (class in networkx)": [[1043, "networkx.ExceededMaxIterations"]], "hasacycle (class in networkx)": [[1043, "networkx.HasACycle"]], "networkxalgorithmerror (class in networkx)": [[1043, "networkx.NetworkXAlgorithmError"]], "networkxerror (class in networkx)": [[1043, "networkx.NetworkXError"]], "networkxexception (class in networkx)": [[1043, "networkx.NetworkXException"]], "networkxnocycle (class in networkx)": [[1043, "networkx.NetworkXNoCycle"]], "networkxnopath (class in networkx)": [[1043, "networkx.NetworkXNoPath"]], "networkxnotimplemented (class in networkx)": [[1043, "networkx.NetworkXNotImplemented"]], "networkxpointlessconcept (class in networkx)": [[1043, "networkx.NetworkXPointlessConcept"]], "networkxunbounded (class in networkx)": [[1043, "networkx.NetworkXUnbounded"]], "networkxunfeasible (class in networkx)": [[1043, "networkx.NetworkXUnfeasible"]], "nodenotfound (class in networkx)": [[1043, "networkx.NodeNotFound"]], "poweriterationfailedconvergence (class in networkx)": [[1043, "networkx.PowerIterationFailedConvergence"]], "networkx.exception": [[1043, "module-networkx.exception"]], "networkx.classes.function": [[1044, "module-networkx.classes.function"]], "assemble() (argmap method)": [[1045, "networkx.utils.decorators.argmap.assemble"]], "compile() (argmap method)": [[1046, "networkx.utils.decorators.argmap.compile"]], "signature() (argmap class method)": [[1047, "networkx.utils.decorators.argmap.signature"]], "pop() (mappedqueue method)": [[1048, "networkx.utils.mapped_queue.MappedQueue.pop"]], "push() (mappedqueue method)": [[1049, "networkx.utils.mapped_queue.MappedQueue.push"]], "remove() (mappedqueue method)": [[1050, "networkx.utils.mapped_queue.MappedQueue.remove"]], "update() (mappedqueue method)": [[1051, "networkx.utils.mapped_queue.MappedQueue.update"]], "add_cycle() (in module networkx.classes.function)": [[1052, "networkx.classes.function.add_cycle"]], "add_path() (in module networkx.classes.function)": [[1053, "networkx.classes.function.add_path"]], "add_star() (in module networkx.classes.function)": [[1054, "networkx.classes.function.add_star"]], "all_neighbors() (in module networkx.classes.function)": [[1055, "networkx.classes.function.all_neighbors"]], "common_neighbors() (in module networkx.classes.function)": [[1056, "networkx.classes.function.common_neighbors"]], "create_empty_copy() (in module networkx.classes.function)": [[1057, "networkx.classes.function.create_empty_copy"]], "degree() (in module networkx.classes.function)": [[1058, "networkx.classes.function.degree"]], "degree_histogram() (in module networkx.classes.function)": [[1059, "networkx.classes.function.degree_histogram"]], "density() (in module networkx.classes.function)": [[1060, "networkx.classes.function.density"]], "edge_subgraph() (in module networkx.classes.function)": [[1061, "networkx.classes.function.edge_subgraph"]], "edges() (in module networkx.classes.function)": [[1062, "networkx.classes.function.edges"]], "freeze() (in module networkx.classes.function)": [[1063, "networkx.classes.function.freeze"]], "get_edge_attributes() (in module networkx.classes.function)": [[1064, "networkx.classes.function.get_edge_attributes"]], "get_node_attributes() (in module networkx.classes.function)": [[1065, "networkx.classes.function.get_node_attributes"]], "induced_subgraph() (in module networkx.classes.function)": [[1066, "networkx.classes.function.induced_subgraph"]], "is_directed() (in module networkx.classes.function)": [[1067, "networkx.classes.function.is_directed"]], "is_empty() (in module networkx.classes.function)": [[1068, "networkx.classes.function.is_empty"]], "is_frozen() (in module networkx.classes.function)": [[1069, "networkx.classes.function.is_frozen"]], "is_negatively_weighted() (in module networkx.classes.function)": [[1070, "networkx.classes.function.is_negatively_weighted"]], "is_path() (in module networkx.classes.function)": [[1071, "networkx.classes.function.is_path"]], "is_weighted() (in module networkx.classes.function)": [[1072, "networkx.classes.function.is_weighted"]], "neighbors() (in module networkx.classes.function)": [[1073, "networkx.classes.function.neighbors"]], "nodes() (in module networkx.classes.function)": [[1074, "networkx.classes.function.nodes"]], "nodes_with_selfloops() (in module networkx.classes.function)": [[1075, "networkx.classes.function.nodes_with_selfloops"]], "non_edges() (in module networkx.classes.function)": [[1076, "networkx.classes.function.non_edges"]], "non_neighbors() (in module networkx.classes.function)": [[1077, "networkx.classes.function.non_neighbors"]], "number_of_edges() (in module networkx.classes.function)": [[1078, "networkx.classes.function.number_of_edges"]], "number_of_nodes() (in module networkx.classes.function)": [[1079, "networkx.classes.function.number_of_nodes"]], "number_of_selfloops() (in module networkx.classes.function)": [[1080, "networkx.classes.function.number_of_selfloops"]], "path_weight() (in module networkx.classes.function)": [[1081, "networkx.classes.function.path_weight"]], "restricted_view() (in module networkx.classes.function)": [[1082, "networkx.classes.function.restricted_view"]], "reverse_view() (in module networkx.classes.function)": [[1083, "networkx.classes.function.reverse_view"]], "selfloop_edges() (in module networkx.classes.function)": [[1084, "networkx.classes.function.selfloop_edges"]], "set_edge_attributes() (in module networkx.classes.function)": [[1085, "networkx.classes.function.set_edge_attributes"]], "set_node_attributes() (in module networkx.classes.function)": [[1086, "networkx.classes.function.set_node_attributes"]], "subgraph() (in module networkx.classes.function)": [[1087, "networkx.classes.function.subgraph"]], "subgraph_view() (in module networkx.classes.function)": [[1088, "networkx.classes.function.subgraph_view"]], "to_directed() (in module networkx.classes.function)": [[1089, "networkx.classes.function.to_directed"]], "to_undirected() (in module networkx.classes.function)": [[1090, "networkx.classes.function.to_undirected"]], "from_dict_of_dicts() (in module networkx.convert)": [[1091, "networkx.convert.from_dict_of_dicts"]], "from_dict_of_lists() (in module networkx.convert)": [[1092, "networkx.convert.from_dict_of_lists"]], "from_edgelist() (in module networkx.convert)": [[1093, "networkx.convert.from_edgelist"]], "to_dict_of_dicts() (in module networkx.convert)": [[1094, "networkx.convert.to_dict_of_dicts"]], "to_dict_of_lists() (in module networkx.convert)": [[1095, "networkx.convert.to_dict_of_lists"]], "to_edgelist() (in module networkx.convert)": [[1096, "networkx.convert.to_edgelist"]], "to_networkx_graph() (in module networkx.convert)": [[1097, "networkx.convert.to_networkx_graph"]], "from_numpy_array() (in module networkx.convert_matrix)": [[1098, "networkx.convert_matrix.from_numpy_array"]], "from_pandas_adjacency() (in module networkx.convert_matrix)": [[1099, "networkx.convert_matrix.from_pandas_adjacency"]], "from_pandas_edgelist() (in module networkx.convert_matrix)": [[1100, "networkx.convert_matrix.from_pandas_edgelist"]], "from_scipy_sparse_array() (in module networkx.convert_matrix)": [[1101, "networkx.convert_matrix.from_scipy_sparse_array"]], "to_numpy_array() (in module networkx.convert_matrix)": [[1102, "networkx.convert_matrix.to_numpy_array"]], "to_pandas_adjacency() (in module networkx.convert_matrix)": [[1103, "networkx.convert_matrix.to_pandas_adjacency"]], "to_pandas_edgelist() (in module networkx.convert_matrix)": [[1104, "networkx.convert_matrix.to_pandas_edgelist"]], "to_scipy_sparse_array() (in module networkx.convert_matrix)": [[1105, "networkx.convert_matrix.to_scipy_sparse_array"]], "bipartite_layout() (in module networkx.drawing.layout)": [[1106, "networkx.drawing.layout.bipartite_layout"]], "circular_layout() (in module networkx.drawing.layout)": 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networkx.generators.community)": [[1169, "networkx.generators.community.caveman_graph"]], "connected_caveman_graph() (in module networkx.generators.community)": [[1170, "networkx.generators.community.connected_caveman_graph"]], "gaussian_random_partition_graph() (in module networkx.generators.community)": [[1171, "networkx.generators.community.gaussian_random_partition_graph"]], "planted_partition_graph() (in module networkx.generators.community)": [[1172, "networkx.generators.community.planted_partition_graph"]], "random_partition_graph() (in module networkx.generators.community)": [[1173, "networkx.generators.community.random_partition_graph"]], "relaxed_caveman_graph() (in module networkx.generators.community)": [[1174, "networkx.generators.community.relaxed_caveman_graph"]], "ring_of_cliques() (in module networkx.generators.community)": [[1175, "networkx.generators.community.ring_of_cliques"]], "stochastic_block_model() (in module networkx.generators.community)": [[1176, 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networkx.generators.duplication)": [[1191, "networkx.generators.duplication.partial_duplication_graph"]], "ego_graph() (in module networkx.generators.ego)": [[1192, "networkx.generators.ego.ego_graph"]], "chordal_cycle_graph() (in module networkx.generators.expanders)": [[1193, "networkx.generators.expanders.chordal_cycle_graph"]], "margulis_gabber_galil_graph() (in module networkx.generators.expanders)": [[1194, "networkx.generators.expanders.margulis_gabber_galil_graph"]], "paley_graph() (in module networkx.generators.expanders)": [[1195, "networkx.generators.expanders.paley_graph"]], "geographical_threshold_graph() (in module networkx.generators.geometric)": [[1196, "networkx.generators.geometric.geographical_threshold_graph"]], "geometric_edges() (in module networkx.generators.geometric)": [[1197, "networkx.generators.geometric.geometric_edges"]], "navigable_small_world_graph() (in module networkx.generators.geometric)": [[1198, 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networkx.generators.random_graphs)": [[1233, "networkx.generators.random_graphs.fast_gnp_random_graph"]], "gnm_random_graph() (in module networkx.generators.random_graphs)": [[1234, "networkx.generators.random_graphs.gnm_random_graph"]], "gnp_random_graph() (in module networkx.generators.random_graphs)": [[1235, "networkx.generators.random_graphs.gnp_random_graph"]], "newman_watts_strogatz_graph() (in module networkx.generators.random_graphs)": [[1236, "networkx.generators.random_graphs.newman_watts_strogatz_graph"]], "powerlaw_cluster_graph() (in module networkx.generators.random_graphs)": [[1237, "networkx.generators.random_graphs.powerlaw_cluster_graph"]], "random_kernel_graph() (in module networkx.generators.random_graphs)": [[1238, "networkx.generators.random_graphs.random_kernel_graph"]], "random_lobster() (in module networkx.generators.random_graphs)": [[1239, "networkx.generators.random_graphs.random_lobster"]], "random_powerlaw_tree() (in module networkx.generators.random_graphs)": [[1240, "networkx.generators.random_graphs.random_powerlaw_tree"]], "random_powerlaw_tree_sequence() (in module networkx.generators.random_graphs)": [[1241, "networkx.generators.random_graphs.random_powerlaw_tree_sequence"]], "random_regular_graph() (in module networkx.generators.random_graphs)": [[1242, "networkx.generators.random_graphs.random_regular_graph"]], "random_shell_graph() (in module networkx.generators.random_graphs)": [[1243, "networkx.generators.random_graphs.random_shell_graph"]], "watts_strogatz_graph() (in module networkx.generators.random_graphs)": [[1244, "networkx.generators.random_graphs.watts_strogatz_graph"]], "lcf_graph() (in module networkx.generators.small)": [[1245, "networkx.generators.small.LCF_graph"]], "bull_graph() (in module networkx.generators.small)": [[1246, "networkx.generators.small.bull_graph"]], "chvatal_graph() (in module networkx.generators.small)": [[1247, "networkx.generators.small.chvatal_graph"]], 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"truncated_cube_graph() (in module networkx.generators.small)": [[1265, "networkx.generators.small.truncated_cube_graph"]], "truncated_tetrahedron_graph() (in module networkx.generators.small)": [[1266, "networkx.generators.small.truncated_tetrahedron_graph"]], "tutte_graph() (in module networkx.generators.small)": [[1267, "networkx.generators.small.tutte_graph"]], "davis_southern_women_graph() (in module networkx.generators.social)": [[1268, "networkx.generators.social.davis_southern_women_graph"]], "florentine_families_graph() (in module networkx.generators.social)": [[1269, "networkx.generators.social.florentine_families_graph"]], "karate_club_graph() (in module networkx.generators.social)": [[1270, "networkx.generators.social.karate_club_graph"]], "les_miserables_graph() (in module networkx.generators.social)": [[1271, "networkx.generators.social.les_miserables_graph"]], "spectral_graph_forge() (in module networkx.generators.spectral_graph_forge)": [[1272, "networkx.generators.spectral_graph_forge.spectral_graph_forge"]], "stochastic_graph() (in module networkx.generators.stochastic)": [[1273, "networkx.generators.stochastic.stochastic_graph"]], "sudoku_graph() (in module networkx.generators.sudoku)": [[1274, "networkx.generators.sudoku.sudoku_graph"]], "prefix_tree() (in module networkx.generators.trees)": [[1275, "networkx.generators.trees.prefix_tree"]], "random_tree() (in module networkx.generators.trees)": [[1276, "networkx.generators.trees.random_tree"]], "triad_graph() (in module networkx.generators.triads)": [[1277, "networkx.generators.triads.triad_graph"]], "algebraic_connectivity() (in module networkx.linalg.algebraicconnectivity)": [[1278, "networkx.linalg.algebraicconnectivity.algebraic_connectivity"]], "fiedler_vector() (in module networkx.linalg.algebraicconnectivity)": [[1279, "networkx.linalg.algebraicconnectivity.fiedler_vector"]], "spectral_ordering() (in module networkx.linalg.algebraicconnectivity)": [[1280, "networkx.linalg.algebraicconnectivity.spectral_ordering"]], "attr_matrix() (in module networkx.linalg.attrmatrix)": [[1281, "networkx.linalg.attrmatrix.attr_matrix"]], "attr_sparse_matrix() (in module networkx.linalg.attrmatrix)": [[1282, "networkx.linalg.attrmatrix.attr_sparse_matrix"]], "bethe_hessian_matrix() (in module networkx.linalg.bethehessianmatrix)": [[1283, "networkx.linalg.bethehessianmatrix.bethe_hessian_matrix"]], "adjacency_matrix() (in module networkx.linalg.graphmatrix)": [[1284, "networkx.linalg.graphmatrix.adjacency_matrix"]], "incidence_matrix() (in module networkx.linalg.graphmatrix)": [[1285, "networkx.linalg.graphmatrix.incidence_matrix"]], "directed_combinatorial_laplacian_matrix() (in module networkx.linalg.laplacianmatrix)": [[1286, "networkx.linalg.laplacianmatrix.directed_combinatorial_laplacian_matrix"]], "directed_laplacian_matrix() (in module networkx.linalg.laplacianmatrix)": [[1287, "networkx.linalg.laplacianmatrix.directed_laplacian_matrix"]], "laplacian_matrix() (in module networkx.linalg.laplacianmatrix)": [[1288, "networkx.linalg.laplacianmatrix.laplacian_matrix"]], "normalized_laplacian_matrix() (in module networkx.linalg.laplacianmatrix)": [[1289, "networkx.linalg.laplacianmatrix.normalized_laplacian_matrix"]], "directed_modularity_matrix() (in module networkx.linalg.modularitymatrix)": [[1290, "networkx.linalg.modularitymatrix.directed_modularity_matrix"]], "modularity_matrix() (in module networkx.linalg.modularitymatrix)": [[1291, "networkx.linalg.modularitymatrix.modularity_matrix"]], "adjacency_spectrum() (in module networkx.linalg.spectrum)": [[1292, "networkx.linalg.spectrum.adjacency_spectrum"]], "bethe_hessian_spectrum() (in module networkx.linalg.spectrum)": [[1293, "networkx.linalg.spectrum.bethe_hessian_spectrum"]], "laplacian_spectrum() (in module networkx.linalg.spectrum)": [[1294, "networkx.linalg.spectrum.laplacian_spectrum"]], "modularity_spectrum() (in module networkx.linalg.spectrum)": [[1295, "networkx.linalg.spectrum.modularity_spectrum"]], "normalized_laplacian_spectrum() (in module networkx.linalg.spectrum)": [[1296, "networkx.linalg.spectrum.normalized_laplacian_spectrum"]], "convert_node_labels_to_integers() (in module networkx.relabel)": [[1297, "networkx.relabel.convert_node_labels_to_integers"]], "relabel_nodes() (in module networkx.relabel)": [[1298, "networkx.relabel.relabel_nodes"]], "__init__() (argmap method)": [[1299, "networkx.utils.decorators.argmap.__init__"]], "argmap (class in networkx.utils.decorators)": [[1299, "networkx.utils.decorators.argmap"]], "nodes_or_number() (in module networkx.utils.decorators)": [[1300, "networkx.utils.decorators.nodes_or_number"]], "not_implemented_for() (in module networkx.utils.decorators)": [[1301, "networkx.utils.decorators.not_implemented_for"]], "np_random_state() (in module networkx.utils.decorators)": [[1302, "networkx.utils.decorators.np_random_state"]], "open_file() (in module networkx.utils.decorators)": [[1303, 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module networkx.utils.misc)": [[1312, "networkx.utils.misc.graphs_equal"]], "groups() (in module networkx.utils.misc)": [[1313, "networkx.utils.misc.groups"]], "make_list_of_ints() (in module networkx.utils.misc)": [[1314, "networkx.utils.misc.make_list_of_ints"]], "nodes_equal() (in module networkx.utils.misc)": [[1315, "networkx.utils.misc.nodes_equal"]], "pairwise() (in module networkx.utils.misc)": [[1316, "networkx.utils.misc.pairwise"]], "cumulative_distribution() (in module networkx.utils.random_sequence)": [[1317, "networkx.utils.random_sequence.cumulative_distribution"]], "discrete_sequence() (in module networkx.utils.random_sequence)": [[1318, "networkx.utils.random_sequence.discrete_sequence"]], "powerlaw_sequence() (in module networkx.utils.random_sequence)": [[1319, "networkx.utils.random_sequence.powerlaw_sequence"]], "random_weighted_sample() (in module networkx.utils.random_sequence)": [[1320, "networkx.utils.random_sequence.random_weighted_sample"]], "weighted_choice() (in module networkx.utils.random_sequence)": [[1321, "networkx.utils.random_sequence.weighted_choice"]], "zipf_rv() (in module networkx.utils.random_sequence)": [[1322, "networkx.utils.random_sequence.zipf_rv"]], "cuthill_mckee_ordering() (in module networkx.utils.rcm)": [[1323, "networkx.utils.rcm.cuthill_mckee_ordering"]], "reverse_cuthill_mckee_ordering() (in module networkx.utils.rcm)": [[1324, "networkx.utils.rcm.reverse_cuthill_mckee_ordering"]], "union() (unionfind method)": [[1325, "networkx.utils.union_find.UnionFind.union"]], "networkx.generators.atlas": [[1326, "module-networkx.generators.atlas"]], "networkx.generators.classic": [[1326, "module-networkx.generators.classic"]], "networkx.generators.cographs": [[1326, "module-networkx.generators.cographs"]], "networkx.generators.community": [[1326, "module-networkx.generators.community"]], "networkx.generators.degree_seq": [[1326, "module-networkx.generators.degree_seq"]], "networkx.generators.directed": [[1326, "module-networkx.generators.directed"]], "networkx.generators.duplication": [[1326, "module-networkx.generators.duplication"]], "networkx.generators.ego": [[1326, "module-networkx.generators.ego"]], "networkx.generators.expanders": [[1326, "module-networkx.generators.expanders"]], "networkx.generators.geometric": [[1326, "module-networkx.generators.geometric"]], "networkx.generators.harary_graph": [[1326, "module-networkx.generators.harary_graph"]], "networkx.generators.internet_as_graphs": [[1326, "module-networkx.generators.internet_as_graphs"]], "networkx.generators.intersection": [[1326, "module-networkx.generators.intersection"]], "networkx.generators.interval_graph": [[1326, "module-networkx.generators.interval_graph"]], "networkx.generators.joint_degree_seq": [[1326, "module-networkx.generators.joint_degree_seq"]], "networkx.generators.lattice": [[1326, "module-networkx.generators.lattice"]], "networkx.generators.line": [[1326, "module-networkx.generators.line"]], "networkx.generators.mycielski": [[1326, "module-networkx.generators.mycielski"]], "networkx.generators.nonisomorphic_trees": [[1326, "module-networkx.generators.nonisomorphic_trees"]], "networkx.generators.random_clustered": [[1326, "module-networkx.generators.random_clustered"]], "networkx.generators.random_graphs": [[1326, "module-networkx.generators.random_graphs"]], "networkx.generators.small": [[1326, "module-networkx.generators.small"]], "networkx.generators.social": [[1326, "module-networkx.generators.social"]], "networkx.generators.spectral_graph_forge": [[1326, "module-networkx.generators.spectral_graph_forge"]], "networkx.generators.stochastic": [[1326, "module-networkx.generators.stochastic"]], "networkx.generators.sudoku": [[1326, "module-networkx.generators.sudoku"]], "networkx.generators.trees": [[1326, "module-networkx.generators.trees"]], "networkx.generators.triads": [[1326, "module-networkx.generators.triads"]], "dictionary": [[1327, "term-dictionary"]], "ebunch": [[1327, "term-ebunch"]], "edge": [[1327, "term-edge"]], "edge attribute": [[1327, "term-edge-attribute"]], "nbunch": [[1327, "term-nbunch"]], "node": [[1327, "term-node"]], "node attribute": [[1327, "term-node-attribute"]], "networkx.linalg.algebraicconnectivity": [[1330, "module-networkx.linalg.algebraicconnectivity"]], "networkx.linalg.attrmatrix": [[1330, "module-networkx.linalg.attrmatrix"]], "networkx.linalg.bethehessianmatrix": [[1330, "module-networkx.linalg.bethehessianmatrix"]], "networkx.linalg.graphmatrix": [[1330, "module-networkx.linalg.graphmatrix"]], "networkx.linalg.laplacianmatrix": [[1330, "module-networkx.linalg.laplacianmatrix"]], "networkx.linalg.modularitymatrix": [[1330, "module-networkx.linalg.modularitymatrix"]], "networkx.linalg.spectrum": [[1330, "module-networkx.linalg.spectrum"]], "networkx.readwrite.adjlist": [[1332, "module-networkx.readwrite.adjlist"]], "networkx.readwrite.edgelist": [[1333, "module-networkx.readwrite.edgelist"]], "generate_adjlist() (in module networkx.readwrite.adjlist)": [[1334, "networkx.readwrite.adjlist.generate_adjlist"]], "parse_adjlist() (in module networkx.readwrite.adjlist)": [[1335, "networkx.readwrite.adjlist.parse_adjlist"]], "read_adjlist() (in module networkx.readwrite.adjlist)": [[1336, "networkx.readwrite.adjlist.read_adjlist"]], "write_adjlist() (in module networkx.readwrite.adjlist)": [[1337, "networkx.readwrite.adjlist.write_adjlist"]], "generate_edgelist() (in module networkx.readwrite.edgelist)": [[1338, "networkx.readwrite.edgelist.generate_edgelist"]], "parse_edgelist() (in module networkx.readwrite.edgelist)": [[1339, "networkx.readwrite.edgelist.parse_edgelist"]], "read_edgelist() (in module networkx.readwrite.edgelist)": [[1340, "networkx.readwrite.edgelist.read_edgelist"]], "read_weighted_edgelist() (in module networkx.readwrite.edgelist)": [[1341, "networkx.readwrite.edgelist.read_weighted_edgelist"]], "write_edgelist() (in module networkx.readwrite.edgelist)": [[1342, "networkx.readwrite.edgelist.write_edgelist"]], "write_weighted_edgelist() (in module networkx.readwrite.edgelist)": [[1343, "networkx.readwrite.edgelist.write_weighted_edgelist"]], "generate_gexf() (in module networkx.readwrite.gexf)": [[1344, "networkx.readwrite.gexf.generate_gexf"]], "read_gexf() (in module networkx.readwrite.gexf)": [[1345, "networkx.readwrite.gexf.read_gexf"]], "relabel_gexf_graph() (in module networkx.readwrite.gexf)": [[1346, "networkx.readwrite.gexf.relabel_gexf_graph"]], "write_gexf() (in module networkx.readwrite.gexf)": [[1347, "networkx.readwrite.gexf.write_gexf"]], "generate_gml() (in module networkx.readwrite.gml)": [[1348, "networkx.readwrite.gml.generate_gml"]], "literal_destringizer() (in module networkx.readwrite.gml)": [[1349, "networkx.readwrite.gml.literal_destringizer"]], "literal_stringizer() (in module networkx.readwrite.gml)": [[1350, "networkx.readwrite.gml.literal_stringizer"]], "parse_gml() (in module networkx.readwrite.gml)": [[1351, "networkx.readwrite.gml.parse_gml"]], "read_gml() (in module networkx.readwrite.gml)": [[1352, "networkx.readwrite.gml.read_gml"]], "write_gml() (in module networkx.readwrite.gml)": [[1353, "networkx.readwrite.gml.write_gml"]], "from_graph6_bytes() (in module networkx.readwrite.graph6)": [[1354, "networkx.readwrite.graph6.from_graph6_bytes"]], "read_graph6() (in module networkx.readwrite.graph6)": [[1355, "networkx.readwrite.graph6.read_graph6"]], "to_graph6_bytes() (in module networkx.readwrite.graph6)": [[1356, "networkx.readwrite.graph6.to_graph6_bytes"]], "write_graph6() (in module networkx.readwrite.graph6)": [[1357, "networkx.readwrite.graph6.write_graph6"]], "generate_graphml() (in module networkx.readwrite.graphml)": [[1358, "networkx.readwrite.graphml.generate_graphml"]], "parse_graphml() (in module networkx.readwrite.graphml)": [[1359, "networkx.readwrite.graphml.parse_graphml"]], "read_graphml() (in module networkx.readwrite.graphml)": [[1360, "networkx.readwrite.graphml.read_graphml"]], "write_graphml() (in module networkx.readwrite.graphml)": [[1361, "networkx.readwrite.graphml.write_graphml"]], "adjacency_data() (in module networkx.readwrite.json_graph)": [[1362, "networkx.readwrite.json_graph.adjacency_data"]], "adjacency_graph() (in module networkx.readwrite.json_graph)": [[1363, "networkx.readwrite.json_graph.adjacency_graph"]], "cytoscape_data() (in module networkx.readwrite.json_graph)": [[1364, "networkx.readwrite.json_graph.cytoscape_data"]], "cytoscape_graph() (in module networkx.readwrite.json_graph)": [[1365, "networkx.readwrite.json_graph.cytoscape_graph"]], "node_link_data() (in module networkx.readwrite.json_graph)": [[1366, "networkx.readwrite.json_graph.node_link_data"]], "node_link_graph() (in module networkx.readwrite.json_graph)": [[1367, "networkx.readwrite.json_graph.node_link_graph"]], "tree_data() (in module networkx.readwrite.json_graph)": [[1368, "networkx.readwrite.json_graph.tree_data"]], "tree_graph() (in module networkx.readwrite.json_graph)": [[1369, "networkx.readwrite.json_graph.tree_graph"]], "parse_leda() (in module networkx.readwrite.leda)": [[1370, "networkx.readwrite.leda.parse_leda"]], "read_leda() (in module networkx.readwrite.leda)": [[1371, "networkx.readwrite.leda.read_leda"]], "generate_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)": [[1372, "networkx.readwrite.multiline_adjlist.generate_multiline_adjlist"]], "parse_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)": [[1373, "networkx.readwrite.multiline_adjlist.parse_multiline_adjlist"]], "read_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)": [[1374, "networkx.readwrite.multiline_adjlist.read_multiline_adjlist"]], "write_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)": [[1375, "networkx.readwrite.multiline_adjlist.write_multiline_adjlist"]], "generate_pajek() (in module networkx.readwrite.pajek)": [[1376, "networkx.readwrite.pajek.generate_pajek"]], "parse_pajek() (in module networkx.readwrite.pajek)": [[1377, "networkx.readwrite.pajek.parse_pajek"]], "read_pajek() (in module networkx.readwrite.pajek)": [[1378, "networkx.readwrite.pajek.read_pajek"]], "write_pajek() (in module networkx.readwrite.pajek)": [[1379, "networkx.readwrite.pajek.write_pajek"]], "from_sparse6_bytes() (in module networkx.readwrite.sparse6)": [[1380, "networkx.readwrite.sparse6.from_sparse6_bytes"]], "read_sparse6() (in module networkx.readwrite.sparse6)": [[1381, "networkx.readwrite.sparse6.read_sparse6"]], "to_sparse6_bytes() (in module networkx.readwrite.sparse6)": [[1382, "networkx.readwrite.sparse6.to_sparse6_bytes"]], "write_sparse6() (in module networkx.readwrite.sparse6)": [[1383, "networkx.readwrite.sparse6.write_sparse6"]], "networkx.readwrite.gexf": [[1384, "module-networkx.readwrite.gexf"]], "networkx.readwrite.gml": [[1385, "module-networkx.readwrite.gml"]], "networkx.readwrite.graphml": [[1386, 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"networkx.utils.union_find": [[1395, "module-networkx.utils.union_find"]]}})
\ No newline at end of file
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1141, 1143, 1154, 1157, 1160, 1170, 1171, 1172, 1173, 1180, 1181, 1183, 1199, 1202, 1203, 1204, 1212, 1213, 1223, 1224, 1225, 1228, 1241, 1252, 1254, 1256, 1264, 1269, 1270, 1275, 1278, 1281, 1282, 1284, 1285, 1287, 1288, 1289, 1290, 1301, 1302, 1303, 1305, 1307, 1308, 1309, 1326, 1327, 1329, 1330, 1332, 1334, 1335, 1336, 1339, 1340, 1353, 1355, 1358, 1360, 1362, 1363, 1368, 1369, 1377, 1378, 1384, 1386, 1387, 1388, 1390, 1393, 1395, 1396, 1401, 1402, 1403, 1404, 1405, 1408, 1411, 1413, 1414, 1415, 1417, 1418, 1421, 1434, 1436], "more": [8, 44, 54, 68, 87, 93, 94, 95, 98, 100, 101, 102, 103, 104, 106, 108, 110, 111, 112, 115, 116, 122, 128, 129, 144, 166, 173, 199, 200, 203, 205, 216, 217, 219, 220, 221, 222, 231, 232, 236, 257, 268, 278, 279, 282, 290, 300, 311, 315, 325, 326, 337, 340, 363, 380, 385, 387, 389, 391, 392, 394, 401, 407, 408, 409, 424, 429, 430, 434, 435, 439, 462, 466, 482, 522, 523, 561, 562, 583, 584, 585, 592, 595, 616, 621, 628, 633, 637, 655, 658, 662, 663, 664, 678, 681, 685, 693, 700, 701, 705, 713, 719, 720, 737, 739, 750, 762, 784, 788, 798, 864, 870, 888, 889, 892, 893, 909, 915, 926, 927, 928, 929, 945, 951, 970, 971, 974, 975, 991, 997, 1009, 1010, 1011, 1012, 1040, 1042, 1043, 1045, 1046, 1074, 1097, 1103, 1119, 1122, 1123, 1126, 1136, 1137, 1138, 1139, 1141, 1143, 1144, 1145, 1146, 1147, 1148, 1149, 1191, 1198, 1199, 1212, 1220, 1223, 1224, 1225, 1278, 1293, 1294, 1301, 1302, 1303, 1329, 1332, 1334, 1343, 1351, 1354, 1355, 1356, 1387, 1398, 1403, 1404, 1406, 1407, 1408, 1410, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436], "express": [8, 93, 111, 185, 316, 331, 332, 385, 386, 620, 621, 875, 918, 957, 1001, 1205, 1293, 1332], "than": [8, 11, 35, 44, 56, 98, 100, 102, 103, 104, 116, 129, 143, 144, 145, 162, 200, 215, 216, 217, 219, 220, 222, 228, 232, 236, 242, 257, 278, 279, 282, 289, 290, 298, 299, 300, 305, 307, 308, 311, 312, 316, 317, 322, 325, 326, 328, 330, 331, 332, 343, 354, 360, 363, 376, 382, 383, 385, 386, 387, 389, 391, 392, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 427, 428, 431, 437, 466, 470, 471, 502, 529, 539, 561, 562, 583, 584, 585, 592, 627, 628, 637, 638, 654, 655, 658, 660, 661, 675, 678, 680, 681, 683, 685, 688, 692, 694, 695, 696, 700, 701, 713, 733, 737, 739, 750, 754, 763, 788, 889, 927, 949, 971, 995, 1010, 1041, 1045, 1046, 1063, 1105, 1141, 1152, 1160, 1168, 1171, 1173, 1178, 1180, 1191, 1193, 1200, 1204, 1232, 1236, 1237, 1242, 1243, 1244, 1245, 1281, 1282, 1302, 1303, 1332, 1334, 1351, 1354, 1355, 1356, 1359, 1360, 1364, 1371, 1372, 1385, 1390, 1404, 1411, 1413, 1414, 1417, 1422, 1432, 1434], "worst": [8, 211, 212, 213, 222, 229, 236, 265, 294, 295, 340, 347, 348, 349, 442, 515, 517, 518, 519, 520], "reus": [8, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 1137, 1138, 1144, 1145, 1146, 1147, 1148, 1334, 1411], "subcircuit": 8, "multipl": [8, 11, 26, 41, 46, 78, 94, 95, 100, 104, 108, 110, 144, 158, 159, 167, 176, 189, 196, 208, 288, 312, 359, 387, 388, 425, 445, 449, 460, 462, 466, 487, 488, 489, 596, 597, 599, 617, 618, 643, 645, 680, 692, 693, 699, 707, 740, 764, 788, 798, 858, 859, 865, 871, 879, 886, 894, 903, 904, 910, 925, 930, 939, 940, 946, 948, 952, 961, 962, 965, 966, 968, 976, 985, 986, 992, 994, 1005, 1006, 1008, 1013, 1040, 1042, 1043, 1048, 1049, 1105, 1106, 1108, 1127, 1129, 1133, 1141, 1143, 1222, 1223, 1225, 1291, 1297, 1302, 1304, 1332, 1358, 1384, 1402, 1414, 1415, 1421, 1422, 1426, 1434, 1436], "wherea": [8, 104, 684, 764, 788, 793, 1171, 1426], "cannot": [8, 102, 104, 128, 133, 200, 233, 301, 364, 396, 478, 583, 584, 585, 586, 634, 724, 889, 927, 936, 971, 982, 1010, 1046, 1171, 1214, 1215, 1302, 1304, 1308, 1309, 1332, 1351, 1353, 1354, 1355, 1356], "subformula": 8, "onc": [8, 39, 55, 56, 89, 94, 95, 100, 101, 113, 128, 200, 228, 231, 232, 233, 247, 248, 362, 376, 382, 390, 424, 425, 430, 490, 493, 494, 583, 584, 585, 654, 680, 681, 719, 720, 889, 927, 971, 1010, 1049, 1069, 1090, 1223, 1317, 1332, 1387, 1412, 1416], "thu": [8, 89, 102, 104, 116, 216, 217, 221, 257, 259, 333, 420, 421, 429, 430, 464, 479, 502, 514, 585, 681, 700, 701, 762, 764, 798, 1040, 1042, 1043, 1046, 1090, 1115, 1154, 1221, 1223, 1240, 1284, 1285, 1302, 1334, 1411, 1414, 1416, 1434], "wai": [8, 28, 53, 54, 56, 76, 87, 89, 94, 98, 100, 101, 102, 103, 104, 105, 106, 108, 111, 113, 116, 133, 153, 158, 159, 166, 185, 227, 282, 298, 299, 316, 332, 339, 358, 590, 600, 617, 620, 680, 693, 732, 762, 793, 798, 856, 858, 859, 864, 875, 901, 903, 904, 909, 917, 918, 937, 939, 940, 945, 957, 983, 985, 986, 991, 999, 1001, 1040, 1042, 1043, 1044, 1100, 1171, 1219, 1221, 1223, 1245, 1268, 1275, 1278, 1332, 1334, 1336, 1387, 1402, 1403, 1413, 1415, 1420, 1436], "infeas": [8, 424], "circuit_to_formula": 8, "dag_to_branch": [8, 760, 1417], "transfer": [8, 203, 205, 231, 232, 471, 892, 893, 928, 929, 974, 975, 1011, 1012, 1429], "oper": [8, 31, 53, 96, 102, 113, 116, 169, 185, 190, 228, 376, 425, 462, 548, 549, 550, 554, 555, 556, 579, 597, 600, 603, 673, 674, 675, 676, 681, 682, 760, 788, 867, 875, 880, 912, 918, 948, 957, 962, 994, 1001, 1039, 1071, 1091, 1106, 1170, 1224, 1225, 1301, 1308, 1325, 1329, 1331, 1332, 1402, 1403, 1409, 1413, 1414, 1415, 1416, 1417, 1420, 1421, 1422, 1423, 1426], "variabl": [8, 95, 133, 375, 532, 542, 620, 621, 734, 798, 1040, 1041, 1042, 1043, 1045, 1127, 1129, 1160, 1171, 1332, 1417, 1421, 1422, 1423, 1429], "formula_to_str": 8, "_to_str": 8, "root": [8, 68, 85, 294, 295, 340, 389, 391, 392, 396, 451, 462, 561, 579, 611, 673, 675, 680, 706, 730, 732, 741, 762, 793, 1122, 1123, 1131, 1132, 1151, 1153, 1241, 1277, 1278, 1329, 1371, 1372, 1402, 1415, 1416, 1417, 1421, 1422, 1432, 1434], "children": [8, 462, 579, 1151, 1161, 1278, 1371, 1372, 1387], "otherwis": [8, 93, 111, 147, 150, 172, 179, 185, 186, 199, 218, 231, 250, 251, 285, 298, 299, 304, 307, 308, 312, 316, 317, 323, 324, 325, 326, 327, 328, 331, 332, 345, 355, 360, 395, 396, 397, 398, 399, 400, 412, 413, 414, 420, 421, 424, 427, 428, 464, 465, 466, 472, 481, 490, 492, 496, 497, 498, 500, 501, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 523, 557, 564, 565, 570, 574, 576, 586, 588, 590, 599, 603, 618, 620, 621, 635, 665, 675, 689, 690, 691, 698, 700, 701, 736, 737, 738, 739, 753, 850, 869, 875, 876, 888, 895, 914, 918, 919, 926, 931, 936, 950, 957, 958, 970, 977, 982, 996, 1001, 1002, 1009, 1071, 1094, 1127, 1141, 1143, 1171, 1191, 1203, 1223, 1276, 1288, 1289, 1290, 1313, 1315, 1318, 1348, 1362, 1363, 1382, 1387, 1388, 1418, 1422, 1436], "child": [8, 1153, 1278, 1387], "must": [8, 11, 94, 95, 96, 100, 101, 104, 111, 152, 153, 159, 162, 172, 205, 207, 208, 215, 216, 217, 220, 231, 232, 233, 253, 254, 258, 259, 260, 261, 262, 263, 265, 268, 269, 270, 272, 274, 277, 282, 286, 298, 299, 307, 308, 316, 317, 318, 319, 320, 325, 326, 329, 331, 332, 344, 363, 364, 365, 380, 384, 387, 393, 412, 413, 414, 415, 427, 431, 442, 473, 474, 475, 476, 477, 547, 548, 549, 550, 551, 552, 553, 555, 557, 558, 559, 560, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 579, 580, 581, 582, 586, 587, 588, 589, 590, 591, 595, 599, 601, 603, 604, 605, 606, 617, 628, 629, 634, 635, 637, 638, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 673, 674, 675, 676, 682, 692, 694, 700, 701, 709, 723, 736, 737, 738, 739, 791, 798, 855, 856, 859, 869, 893, 894, 900, 901, 904, 914, 930, 936, 940, 975, 976, 982, 986, 1013, 1040, 1041, 1042, 1043, 1066, 1074, 1088, 1105, 1139, 1143, 1152, 1168, 1171, 1179, 1182, 1192, 1194, 1196, 1199, 1203, 1205, 1215, 1219, 1223, 1225, 1241, 1245, 1246, 1276, 1281, 1282, 1283, 1284, 1285, 1301, 1302, 1304, 1313, 1315, 1316, 1317, 1318, 1321, 1339, 1343, 1344, 1345, 1346, 1365, 1367, 1368, 1369, 1370, 1371, 1372, 1382, 1402, 1403, 1404, 1416, 1436], "NOT": [8, 111, 200, 551, 552, 553, 750, 889, 927, 971, 1010], "util": [8, 15, 37, 45, 46, 94, 98, 103, 104, 230, 231, 232, 317, 376, 425, 427, 428, 431, 462, 498, 680, 681, 760, 1047, 1127, 1248, 1305, 1307, 1309, 1316, 1325, 1326, 1327, 1331, 1411, 1415, 1416, 1420, 1422, 1425, 1428, 1434], "arbitrary_el": [8, 1401, 1422], "nb": [8, 1337, 1340], "left": [8, 72, 116, 184, 312, 313, 323, 325, 326, 387, 561, 562, 586, 618, 690, 691, 741, 1109, 1140, 1142, 1152, 1185, 1212, 1286, 1361, 1364, 1387, 1413], "right": [8, 72, 111, 112, 116, 153, 207, 323, 327, 387, 429, 430, 502, 561, 562, 586, 587, 589, 590, 617, 618, 690, 691, 741, 856, 937, 983, 1140, 1142, 1152, 1161, 1163, 1185, 1212, 1219, 1221, 1276, 1286, 1387, 1388], "littl": [8, 95, 106, 299, 308], "mislead": 8, "That": [8, 98, 106, 133, 166, 213, 222, 228, 296, 387, 438, 467, 527, 537, 557, 590, 659, 673, 674, 675, 676, 693, 706, 719, 793, 864, 909, 945, 991, 1049, 1168, 1216, 1302, 1396, 1413, 1418], "okai": 8, "becaus": [8, 11, 55, 70, 95, 100, 102, 103, 104, 113, 133, 162, 216, 217, 221, 256, 312, 380, 389, 391, 392, 396, 413, 414, 429, 496, 500, 501, 502, 512, 571, 587, 589, 617, 618, 634, 654, 936, 982, 1041, 1242, 1279, 1302, 1309, 1332, 1351, 1356, 1413, 1416, 1425, 1434], "AND": [8, 111, 600, 750, 764], "OR": [8, 111, 158, 176, 189, 858, 871, 879, 903, 939, 949, 952, 961, 985, 995], "symmetr": [8, 146, 149, 238, 547, 588, 595, 763, 1179, 1198, 1241, 1252, 1256, 1257, 1262, 1264, 1275, 1326, 1327, 1395], "It": [8, 53, 57, 59, 93, 94, 95, 98, 100, 102, 103, 105, 108, 111, 113, 116, 133, 173, 185, 208, 215, 216, 217, 230, 231, 232, 250, 261, 262, 263, 265, 279, 311, 317, 325, 326, 328, 345, 348, 349, 353, 355, 414, 416, 417, 418, 419, 420, 421, 431, 440, 442, 454, 459, 466, 482, 498, 502, 510, 532, 542, 547, 561, 562, 567, 568, 569, 584, 590, 596, 597, 600, 602, 603, 617, 621, 630, 631, 632, 654, 660, 661, 665, 673, 676, 694, 719, 720, 721, 762, 763, 764, 793, 798, 870, 875, 894, 915, 918, 930, 951, 957, 976, 997, 1001, 1013, 1015, 1016, 1021, 1040, 1041, 1042, 1043, 1057, 1120, 1127, 1129, 1176, 1180, 1206, 1207, 1212, 1213, 1216, 1223, 1229, 1233, 1240, 1249, 1250, 1251, 1252, 1253, 1254, 1255, 1256, 1257, 1259, 1260, 1264, 1267, 1269, 1270, 1275, 1281, 1282, 1283, 1286, 1302, 1303, 1329, 1330, 1332, 1334, 1349, 1390, 1391, 1402, 1404, 1407, 1411, 1413, 1416, 1417, 1418, 1420, 1421, 1422, 1436], "just": [8, 100, 103, 104, 105, 106, 185, 200, 340, 376, 441, 466, 561, 562, 579, 662, 663, 664, 694, 793, 875, 889, 918, 927, 948, 957, 962, 971, 994, 1001, 1010, 1045, 1123, 1128, 1132, 1235, 1284, 1285, 1302, 1334, 1402, 1413, 1415], "operand": 8, "predict": [8, 569, 570, 571, 572, 573, 574, 575, 576, 593, 594, 760, 1331, 1411, 1415, 1421], "henc": [8, 169, 190, 523, 867, 880, 912, 948, 962, 994, 1062, 1127, 1128, 1129, 1208, 1391], "doe": [8, 78, 94, 95, 100, 102, 103, 104, 105, 115, 116, 133, 148, 154, 155, 166, 169, 190, 208, 209, 228, 229, 230, 231, 232, 233, 294, 309, 341, 342, 344, 345, 354, 359, 375, 384, 387, 412, 416, 428, 452, 471, 496, 497, 498, 499, 500, 501, 502, 504, 505, 508, 509, 511, 512, 513, 514, 536, 546, 551, 552, 553, 566, 568, 585, 586, 588, 591, 603, 614, 628, 629, 680, 693, 695, 696, 700, 701, 719, 720, 723, 724, 725, 726, 727, 728, 764, 864, 867, 880, 894, 909, 912, 930, 945, 948, 962, 976, 991, 994, 1013, 1041, 1046, 1069, 1073, 1075, 1084, 1105, 1106, 1108, 1109, 1110, 1112, 1117, 1179, 1181, 1183, 1198, 1213, 1228, 1229, 1233, 1235, 1240, 1247, 1302, 1306, 1309, 1332, 1339, 1340, 1347, 1348, 1350, 1357, 1359, 1360, 1361, 1362, 1363, 1364, 1377, 1385, 1386, 1389, 1391, 1402, 1413, 1414, 1415, 1419, 1426, 1436], "necessarili": [8, 100, 343, 453, 485, 561, 562, 643, 645, 1041, 1225], "behav": [8, 89, 104, 160, 191, 201, 221, 353, 860, 881, 890, 905, 941, 963, 972, 987, 1235, 1302, 1404, 1413], "everi": [8, 11, 58, 89, 94, 110, 113, 121, 145, 158, 162, 178, 212, 213, 221, 222, 230, 231, 232, 236, 244, 265, 288, 296, 301, 325, 326, 345, 354, 382, 399, 439, 441, 442, 452, 464, 473, 474, 475, 476, 477, 479, 485, 486, 493, 514, 518, 567, 608, 616, 617, 621, 634, 635, 637, 638, 665, 687, 689, 690, 719, 720, 793, 858, 903, 939, 985, 1055, 1056, 1057, 1073, 1074, 1075, 1088, 1089, 1105, 1106, 1108, 1109, 1110, 1111, 1112, 1113, 1114, 1117, 1118, 1119, 1120, 1154, 1168, 1201, 1222, 1223, 1263, 1270, 1284, 1285, 1302, 1416], "left_subformula": 8, "right_subformula": 8, "in_degre": [8, 167, 189, 493, 680, 865, 879, 946, 961, 1183, 1213, 1214, 1413, 1415, 1416, 1436], "ha": [8, 11, 17, 45, 68, 89, 92, 94, 95, 96, 98, 100, 101, 102, 103, 104, 106, 108, 111, 113, 117, 121, 128, 153, 162, 166, 167, 174, 175, 176, 185, 189, 199, 208, 213, 215, 216, 220, 221, 227, 228, 230, 231, 232, 233, 236, 239, 240, 241, 242, 243, 244, 245, 248, 250, 253, 270, 272, 273, 274, 275, 276, 277, 283, 290, 292, 294, 295, 296, 301, 306, 311, 325, 327, 333, 345, 354, 357, 358, 365, 366, 367, 375, 380, 382, 383, 385, 386, 387, 388, 393, 395, 396, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 426, 429, 430, 431, 441, 452, 460, 462, 468, 469, 470, 473, 474, 475, 476, 477, 478, 479, 482, 493, 494, 495, 496, 497, 498, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 524, 566, 568, 579, 580, 583, 592, 595, 607, 609, 612, 613, 624, 625, 626, 630, 631, 632, 634, 635, 636, 637, 638, 640, 648, 649, 651, 654, 659, 660, 684, 690, 692, 694, 699, 713, 719, 720, 731, 732, 733, 741, 751, 788, 793, 856, 864, 865, 871, 875, 879, 888, 894, 901, 909, 910, 918, 926, 930, 937, 945, 946, 950, 952, 957, 961, 970, 976, 983, 991, 992, 996, 1001, 1009, 1013, 1043, 1046, 1048, 1069, 1071, 1073, 1075, 1078, 1083, 1087, 1101, 1102, 1104, 1105, 1106, 1108, 1125, 1136, 1151, 1160, 1166, 1168, 1171, 1182, 1186, 1191, 1199, 1201, 1202, 1203, 1204, 1205, 1213, 1216, 1217, 1221, 1223, 1228, 1240, 1245, 1249, 1250, 1254, 1255, 1260, 1265, 1267, 1270, 1273, 1275, 1276, 1278, 1281, 1282, 1283, 1284, 1285, 1287, 1288, 1289, 1290, 1291, 1292, 1295, 1297, 1299, 1302, 1306, 1332, 1334, 1336, 1339, 1340, 1359, 1360, 1377, 1378, 1385, 1387, 1390, 1402, 1403, 1404, 1407, 1412, 1413, 1414, 1415, 1416, 1418, 1422, 1423, 1425, 1432, 1434], "output": [8, 14, 17, 90, 94, 102, 103, 104, 110, 198, 288, 289, 347, 376, 382, 496, 500, 501, 511, 512, 577, 590, 679, 680, 693, 724, 1048, 1199, 1203, 1205, 1275, 1302, 1332, 1340, 1347, 1350, 1361, 1364, 1388, 1408, 1411, 1413, 1415, 1420, 1422, 1423, 1435, 1436], "two": [8, 11, 13, 17, 28, 35, 39, 44, 55, 56, 58, 59, 66, 68, 72, 89, 94, 96, 100, 101, 103, 106, 110, 113, 115, 116, 121, 133, 152, 172, 176, 185, 186, 189, 203, 208, 212, 213, 214, 215, 216, 217, 218, 221, 222, 227, 228, 231, 232, 233, 246, 250, 252, 253, 254, 258, 259, 261, 262, 263, 266, 270, 271, 272, 273, 274, 275, 276, 277, 283, 286, 287, 288, 290, 306, 312, 316, 317, 323, 328, 331, 332, 339, 343, 345, 347, 353, 354, 360, 361, 379, 382, 383, 385, 393, 413, 414, 421, 425, 430, 431, 432, 433, 444, 445, 446, 447, 449, 454, 455, 456, 459, 464, 473, 474, 475, 476, 477, 478, 482, 493, 496, 500, 501, 502, 504, 505, 508, 510, 511, 512, 513, 523, 547, 551, 552, 553, 557, 561, 562, 563, 564, 565, 566, 567, 568, 570, 571, 574, 576, 580, 586, 587, 588, 589, 590, 595, 600, 607, 609, 610, 612, 613, 617, 621, 628, 629, 631, 634, 635, 637, 638, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 673, 674, 675, 676, 677, 678, 682, 694, 696, 733, 734, 740, 741, 762, 763, 764, 782, 788, 793, 798, 855, 869, 871, 875, 876, 879, 892, 894, 900, 914, 918, 919, 928, 930, 936, 948, 950, 952, 957, 958, 961, 962, 974, 976, 982, 994, 996, 1001, 1002, 1011, 1013, 1022, 1023, 1024, 1025, 1039, 1040, 1042, 1043, 1059, 1087, 1091, 1101, 1103, 1104, 1109, 1110, 1111, 1112, 1117, 1119, 1140, 1152, 1153, 1155, 1157, 1158, 1162, 1180, 1191, 1192, 1199, 1200, 1201, 1202, 1203, 1204, 1205, 1210, 1213, 1216, 1217, 1221, 1223, 1224, 1249, 1250, 1259, 1277, 1278, 1281, 1282, 1300, 1301, 1302, 1329, 1330, 1332, 1334, 1365, 1366, 1369, 1402, 1403, 1404, 1406, 1411, 1413, 1414, 1415, 1416, 1419, 1420, 1422, 1434], "layer": [8, 37, 56, 62, 68, 104, 440, 707, 1041, 1112, 1429], "third": [8, 103, 106, 115, 250, 424, 469, 587, 589, 736, 738, 1223, 1232, 1268, 1269, 1332, 1416], "appear": [8, 84, 94, 96, 100, 101, 103, 180, 205, 231, 232, 239, 244, 247, 248, 278, 365, 366, 367, 380, 453, 454, 455, 457, 468, 472, 586, 587, 589, 590, 677, 681, 709, 732, 736, 738, 893, 975, 1039, 1045, 1091, 1105, 1142, 1156, 1158, 1160, 1163, 1165, 1193, 1194, 1283, 1288, 1329, 1330, 1351, 1354, 1355, 1356, 1390, 1416, 1422, 1423], "both": [8, 53, 56, 93, 94, 95, 101, 102, 103, 104, 116, 162, 165, 205, 215, 216, 217, 218, 241, 258, 259, 260, 265, 283, 287, 288, 290, 339, 360, 381, 385, 417, 419, 420, 421, 425, 429, 442, 472, 504, 508, 547, 577, 583, 600, 602, 603, 604, 605, 606, 607, 608, 609, 612, 613, 617, 623, 637, 638, 655, 656, 657, 678, 713, 722, 762, 763, 764, 784, 893, 975, 1023, 1039, 1069, 1078, 1083, 1087, 1091, 1100, 1123, 1132, 1150, 1171, 1195, 1198, 1205, 1213, 1216, 1217, 1219, 1221, 1288, 1302, 1332, 1334, 1364, 1369, 1370, 1395, 1402, 1404, 1411, 1422, 1425, 1426, 1434, 1436], "negat": 8, "sole": [8, 788, 1284, 1285, 1332], "fourth": [8, 231, 232, 1332, 1413], "digraph": [8, 10, 11, 17, 22, 26, 42, 46, 57, 62, 68, 70, 71, 83, 89, 102, 103, 116, 133, 152, 153, 157, 158, 159, 161, 163, 164, 166, 167, 169, 171, 172, 173, 176, 177, 186, 187, 188, 189, 190, 193, 194, 195, 196, 197, 199, 200, 203, 205, 208, 209, 217, 228, 230, 231, 232, 241, 247, 248, 300, 309, 315, 319, 320, 322, 329, 330, 336, 337, 338, 339, 341, 342, 344, 345, 390, 393, 395, 398, 399, 400, 401, 403, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 432, 433, 439, 452, 454, 455, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 483, 484, 494, 496, 497, 498, 499, 500, 501, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 515, 516, 520, 521, 525, 557, 568, 577, 578, 579, 590, 592, 615, 617, 625, 632, 638, 645, 646, 654, 658, 659, 660, 661, 665, 680, 690, 692, 695, 698, 699, 700, 701, 702, 703, 704, 708, 709, 710, 711, 713, 718, 719, 720, 721, 723, 724, 725, 726, 727, 728, 742, 743, 746, 747, 748, 749, 750, 751, 752, 754, 762, 791, 895, 896, 897, 898, 899, 900, 901, 902, 903, 904, 906, 907, 908, 909, 910, 913, 914, 915, 917, 919, 920, 921, 922, 923, 924, 925, 926, 927, 928, 929, 930, 931, 932, 933, 934, 935, 937, 938, 939, 940, 942, 943, 944, 945, 951, 959, 960, 966, 967, 968, 969, 970, 971, 975, 976, 977, 978, 980, 981, 983, 984, 985, 986, 988, 989, 990, 991, 992, 997, 999, 1003, 1004, 1006, 1007, 1008, 1009, 1010, 1013, 1038, 1040, 1041, 1042, 1043, 1044, 1045, 1055, 1065, 1069, 1073, 1075, 1078, 1083, 1086, 1087, 1101, 1102, 1104, 1121, 1141, 1156, 1160, 1174, 1175, 1176, 1179, 1183, 1184, 1186, 1188, 1189, 1190, 1191, 1195, 1223, 1276, 1278, 1279, 1280, 1289, 1290, 1293, 1296, 1298, 1304, 1329, 1332, 1339, 1343, 1348, 1362, 1363, 1368, 1371, 1372, 1377, 1387, 1388, 1402, 1408, 1410, 1411, 1413, 1414, 1415, 1416, 1417, 1418, 1420, 1421, 1422, 1423, 1425, 1426, 1433, 1434, 1436], "add_nod": [8, 11, 27, 35, 70, 75, 90, 103, 158, 185, 247, 341, 342, 400, 424, 493, 494, 498, 506, 507, 510, 524, 525, 607, 609, 612, 613, 693, 798, 858, 875, 903, 918, 939, 957, 985, 1001, 1040, 1042, 1043, 1089, 1281, 1332, 1351, 1416, 1417, 1426, 1436], "get_node_attribut": [8, 40, 45, 72, 1219, 1413], "600": [8, 10, 12], "font_siz": [8, 17, 22, 26, 33, 36, 39, 46, 47, 1139, 1140, 1142], "22": [8, 36, 65, 67, 327, 348, 385, 386, 1277, 1329, 1412, 1417, 1421, 1431], "multipartite_layout": [8, 37, 62, 68, 1421, 1423, 1429], "subset_kei": [8, 37, 62, 68, 1112], "equal": [8, 37, 82, 145, 215, 216, 217, 231, 232, 239, 270, 272, 274, 277, 289, 298, 299, 301, 304, 307, 308, 311, 312, 313, 316, 317, 321, 324, 325, 326, 331, 332, 333, 375, 412, 413, 414, 415, 420, 421, 430, 473, 476, 478, 493, 496, 497, 498, 500, 501, 504, 505, 506, 507, 508, 509, 510, 511, 512, 527, 537, 547, 554, 555, 556, 557, 570, 574, 607, 625, 659, 673, 674, 675, 676, 689, 690, 691, 692, 723, 724, 742, 743, 755, 763, 793, 1115, 1119, 1168, 1171, 1204, 1210, 1236, 1245, 1277, 1286, 1297, 1313, 1315, 1318, 1407, 1408], "165": [8, 18], "plot_circuit": [8, 18], "southern": [9, 1271], "women": [9, 1271, 1407, 1415], "unipartit": [9, 116, 259, 260, 360], "properti": [9, 11, 19, 23, 34, 64, 87, 102, 103, 104, 113, 135, 160, 162, 167, 169, 176, 177, 180, 185, 189, 190, 191, 201, 285, 286, 287, 288, 289, 327, 365, 366, 367, 390, 478, 502, 547, 571, 621, 687, 860, 865, 867, 871, 872, 875, 879, 880, 881, 890, 905, 910, 912, 918, 941, 946, 948, 952, 953, 957, 961, 962, 963, 972, 987, 992, 994, 1001, 1088, 1089, 1125, 1140, 1142, 1199, 1208, 1223, 1225, 1275, 1289, 1290, 1332, 1334, 1391, 1407, 1414, 1415, 1416, 1417, 1422, 1426, 1436], "These": [9, 53, 59, 74, 80, 87, 94, 95, 106, 338, 387, 496, 514, 561, 673, 675, 734, 750, 781, 788, 1041, 1048, 1050, 1329, 1332, 1393, 1395, 1401, 1403, 1404, 1406, 1408, 1413, 1414, 1420, 1436], "were": [9, 66, 89, 100, 102, 105, 216, 217, 221, 290, 306, 412, 439, 462, 590, 965, 1005, 1205, 1402, 1404, 1408, 1411, 1414, 1415, 1416, 1422, 1425], "et": [9, 211, 227, 228, 316, 317, 323, 332, 336, 339, 347, 354, 360, 375, 382, 383, 425, 427, 428, 453, 571, 593, 594, 683, 684, 686, 695, 1208], "al": [9, 211, 227, 228, 316, 317, 323, 332, 336, 339, 347, 354, 360, 375, 382, 383, 425, 427, 428, 453, 571, 593, 594, 683, 684, 686, 695, 1208, 1416, 1422], "1930": [9, 1405], "thei": [9, 55, 59, 66, 72, 93, 94, 95, 98, 100, 101, 102, 103, 104, 105, 106, 108, 133, 152, 166, 208, 214, 221, 250, 286, 288, 289, 297, 298, 299, 302, 303, 307, 308, 309, 310, 353, 364, 376, 393, 398, 429, 453, 454, 455, 456, 466, 467, 473, 474, 475, 476, 477, 498, 506, 507, 510, 514, 548, 549, 550, 561, 562, 578, 585, 588, 590, 602, 606, 677, 678, 706, 719, 752, 762, 788, 855, 864, 894, 900, 909, 930, 936, 945, 965, 976, 982, 991, 1005, 1013, 1039, 1041, 1069, 1088, 1091, 1112, 1123, 1127, 1128, 1129, 1132, 1139, 1141, 1143, 1157, 1165, 1171, 1199, 1203, 1204, 1223, 1277, 1278, 1329, 1334, 1359, 1360, 1362, 1363, 1365, 1369, 1403, 1405, 1411, 1413, 1415, 1418, 1423, 1436], "repres": [9, 11, 27, 44, 53, 55, 58, 68, 93, 100, 108, 116, 231, 232, 266, 282, 284, 287, 288, 289, 292, 293, 340, 352, 363, 364, 365, 379, 380, 382, 383, 384, 387, 388, 393, 450, 454, 455, 457, 459, 462, 467, 468, 496, 497, 500, 501, 502, 504, 505, 508, 509, 511, 512, 523, 567, 579, 580, 581, 582, 588, 590, 611, 617, 620, 621, 658, 662, 666, 669, 678, 681, 693, 694, 697, 699, 700, 701, 702, 704, 730, 732, 733, 736, 738, 741, 754, 788, 793, 798, 1022, 1023, 1024, 1025, 1040, 1041, 1042, 1043, 1048, 1084, 1105, 1146, 1157, 1191, 1199, 1200, 1202, 1203, 1204, 1205, 1215, 1223, 1246, 1249, 1252, 1256, 1264, 1273, 1275, 1278, 1279, 1284, 1285, 1329, 1330, 1332, 1335, 1336, 1352, 1353, 1387, 1388, 1396, 1402, 1415], "observ": [9, 14, 133, 224, 1423, 1436], "attend": 9, "14": [9, 11, 17, 20, 26, 39, 45, 65, 67, 72, 230, 231, 232, 348, 385, 386, 407, 408, 503, 621, 692, 1156, 1248, 1256, 1268, 1415, 1417, 1436], "event": [9, 26, 100, 101, 111, 1171, 1235, 1306], "18": [9, 45, 65, 67, 94, 325, 326, 347, 348, 385, 386, 620, 1175, 1255, 1261, 1264, 1266, 1269, 1275, 1402, 1415, 1425, 1426, 1430, 1436], "bipartit": [9, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 352, 353, 360, 379, 441, 442, 445, 583, 590, 760, 1046, 1109, 1157, 1209, 1210, 1211, 1271, 1331, 1404, 1407, 1408, 1409, 1410, 1415, 1416, 1420, 1422, 1426, 1430, 1434], "biadjac": [9, 283, 284, 1409, 1415], "7": [9, 12, 13, 15, 20, 26, 36, 45, 47, 64, 65, 66, 67, 69, 90, 100, 102, 103, 116, 126, 152, 159, 171, 172, 193, 208, 233, 269, 298, 300, 315, 323, 329, 334, 335, 341, 342, 344, 348, 364, 376, 382, 393, 405, 412, 415, 416, 417, 425, 426, 427, 428, 443, 447, 448, 485, 498, 503, 510, 513, 514, 557, 583, 588, 620, 621, 632, 654, 660, 665, 673, 676, 682, 697, 705, 708, 709, 710, 732, 749, 752, 763, 798, 855, 859, 868, 869, 883, 894, 900, 904, 913, 914, 917, 922, 930, 936, 940, 949, 976, 982, 986, 995, 999, 1013, 1040, 1042, 1043, 1045, 1055, 1056, 1088, 1103, 1107, 1154, 1218, 1248, 1254, 1256, 1257, 1261, 1264, 1266, 1279, 1329, 1332, 1336, 1345, 1346, 1351, 1354, 1355, 1356, 1388, 1390, 1401, 1403, 1411, 1412, 1414, 1417, 1418, 1419, 1420, 1421, 1422, 1434, 1436], "12": [9, 11, 20, 26, 45, 51, 56, 59, 65, 66, 67, 90, 92, 94, 230, 231, 232, 266, 347, 348, 382, 383, 394, 401, 407, 408, 409, 451, 488, 503, 518, 570, 574, 576, 608, 618, 1055, 1056, 1057, 1139, 1142, 1156, 1250, 1251, 1255, 1260, 1263, 1269, 1341, 1415, 1417, 1421, 1436], "9": [9, 11, 12, 13, 20, 26, 36, 45, 47, 64, 65, 66, 67, 69, 83, 90, 102, 103, 112, 116, 126, 233, 294, 296, 341, 342, 344, 348, 349, 358, 376, 382, 407, 408, 426, 440, 451, 496, 498, 503, 506, 507, 510, 547, 568, 583, 588, 678, 708, 709, 710, 763, 1103, 1107, 1154, 1156, 1200, 1205, 1218, 1223, 1241, 1252, 1261, 1273, 1279, 1289, 1290, 1329, 1332, 1334, 1388, 1405, 1412, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436], "11": [9, 26, 34, 45, 65, 66, 67, 69, 90, 103, 111, 116, 158, 211, 240, 241, 298, 299, 304, 307, 308, 324, 348, 394, 401, 407, 408, 409, 415, 417, 419, 424, 503, 516, 519, 608, 620, 682, 723, 740, 858, 903, 939, 985, 1055, 1056, 1057, 1103, 1156, 1293, 1412, 1419, 1422, 1423, 1428, 1433, 1434, 1435, 1436], "13": [9, 11, 39, 45, 65, 67, 90, 92, 157, 230, 231, 232, 345, 348, 503, 705, 857, 902, 938, 984, 1156, 1198, 1415, 1429, 1436], "16": [9, 20, 32, 45, 46, 65, 67, 71, 230, 231, 232, 348, 349, 389, 391, 392, 396, 455, 510, 513, 514, 521, 573, 594, 608, 750, 751, 752, 1112, 1211, 1262, 1277, 1292, 1329, 1415, 1420, 1436], "17": [9, 22, 45, 65, 67, 104, 230, 231, 232, 298, 348, 510, 682, 695, 1414, 1415, 1436], "friend": [9, 547, 1416, 1421], "member": [9, 93, 94, 95, 101, 113, 316, 318, 319, 320, 332, 393, 485, 486, 588, 693, 1228, 1273, 1412], "evelyn": 9, "jefferson": 9, "laura": 9, "mandevil": 9, "theresa": 9, "anderson": 9, "brenda": 9, "roger": 9, "charlott": 9, "mcdowd": 9, "franc": 9, "eleanor": 9, "nye": 9, "pearl": [9, 133], "oglethorp": 9, "ruth": 9, "desand": 9, "vern": 9, "sanderson": 9, "myra": 9, "liddel": 9, "katherina": 9, "sylvia": 9, "avondal": 9, "nora": 9, "fayett": 9, "helen": 9, "lloyd": 9, "dorothi": 9, "murchison": 9, "olivia": 9, "carleton": 9, "flora": 9, "price": 9, "meet": [9, 95, 1171, 1202, 1203, 1204], "50": [9, 26, 31, 35, 41, 51, 55, 56, 57, 58, 65, 66, 273, 313, 1120, 1199, 1203, 1204, 1257, 1303, 1308], "45": [9, 59, 65, 111, 227, 301, 411, 1181], "57": [9, 65], "46": [9, 65, 236, 566, 621, 1270], "24": [9, 20, 38, 65, 67, 69, 104, 348, 385, 386, 498, 507, 510, 705, 1218, 1235, 1250, 1268, 1277, 1412], "32": [9, 65, 67, 69, 210, 212, 213, 348, 385, 386, 566, 705, 1412, 1420], "36": [9, 22, 65, 69, 348, 754, 1156, 1268, 1277, 1359, 1360, 1385, 1412], "31": [9, 65, 67, 230, 231, 232, 261, 262, 263, 290, 348, 385, 386, 411, 705, 1232, 1241, 1412], "40": [9, 18, 51, 65, 81, 102, 298, 301, 557, 674, 1179, 1246, 1277], "38": [9, 65, 690, 1277], "33": [9, 59, 65, 67, 69, 94, 348, 385, 386, 502, 516, 705, 1273, 1277, 1412, 1423], "37": [9, 57, 65, 69, 304, 312, 313, 324, 325, 326, 498, 510, 1042, 1043, 1277, 1402, 1412, 1417], "43": [9, 65, 325, 326, 608, 1250, 1277], "34": [9, 65, 69, 333, 510, 764, 1277, 1412], "algorithm": [9, 13, 15, 16, 45, 53, 55, 89, 94, 95, 96, 97, 103, 104, 108, 110, 111, 112, 113, 115, 116, 118, 121, 122, 123, 126, 128, 129, 133, 134, 137, 142, 152, 211, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 227, 228, 229, 230, 231, 232, 233, 236, 250, 252, 253, 254, 255, 256, 257, 259, 261, 262, 263, 264, 265, 266, 267, 268, 273, 276, 278, 279, 281, 283, 285, 286, 287, 288, 289, 290, 291, 294, 297, 298, 299, 300, 302, 303, 304, 307, 308, 309, 310, 312, 313, 316, 321, 323, 324, 325, 326, 327, 328, 331, 332, 333, 334, 335, 339, 341, 342, 343, 344, 345, 347, 348, 349, 354, 360, 363, 364, 368, 373, 374, 375, 376, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 391, 392, 396, 401, 407, 408, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 423, 424, 426, 427, 428, 429, 430, 431, 432, 434, 435, 437, 439, 442, 451, 453, 454, 455, 456, 457, 462, 466, 468, 470, 483, 484, 485, 490, 496, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 514, 515, 516, 518, 521, 522, 523, 529, 539, 548, 549, 550, 554, 555, 556, 557, 558, 559, 560, 566, 568, 571, 579, 583, 584, 585, 591, 593, 594, 595, 602, 616, 618, 620, 621, 626, 627, 628, 629, 630, 631, 632, 634, 635, 637, 638, 641, 654, 655, 659, 660, 661, 662, 665, 666, 669, 673, 674, 675, 676, 678, 679, 680, 682, 683, 684, 685, 688, 692, 693, 694, 695, 697, 698, 699, 700, 701, 702, 703, 704, 713, 719, 723, 724, 731, 733, 734, 736, 737, 738, 739, 740, 751, 766, 767, 770, 772, 777, 778, 782, 788, 791, 792, 793, 855, 900, 936, 982, 1014, 1041, 1045, 1046, 1108, 1109, 1110, 1112, 1117, 1119, 1120, 1131, 1132, 1161, 1171, 1174, 1175, 1183, 1184, 1185, 1186, 1187, 1191, 1192, 1193, 1194, 1199, 1201, 1206, 1207, 1208, 1211, 1213, 1215, 1216, 1222, 1229, 1230, 1232, 1233, 1234, 1236, 1237, 1238, 1240, 1241, 1245, 1266, 1275, 1281, 1282, 1283, 1304, 1308, 1325, 1326, 1327, 1329, 1331, 1334, 1373, 1374, 1394, 1402, 1403, 1404, 1409, 1410, 1411, 1412, 1415, 1416, 1417, 1419, 1420, 1421, 1422, 1423, 1425, 1426, 1428, 1431, 1433, 1434, 1436], "davis_southern_women_graph": [9, 89, 264], "top": [9, 35, 53, 68, 107, 112, 113, 116, 126, 261, 273, 285, 352, 383, 672, 677, 772, 1109, 1140, 1142, 1258, 1405, 1408, 1416, 1421, 1422, 1425], "bottom": [9, 92, 116, 261, 273, 275, 285, 286, 287, 288, 289, 352, 383, 1140, 1142, 1161, 1413, 1425], "biadjacency_matrix": [9, 284], "onto": [9, 285, 286, 287, 288, 289, 561, 562, 1129], "projected_graph": [9, 116, 285, 286, 287, 289, 353], "keep": [9, 93, 94, 95, 116, 205, 347, 348, 349, 364, 379, 389, 391, 392, 396, 585, 600, 695, 696, 893, 975, 1120, 1213, 1216, 1284, 1285, 1302, 1382, 1403, 1420, 1423], "co": [9, 27, 95, 100, 145, 754, 1332], "occur": [9, 94, 96, 101, 231, 232, 278, 279, 281, 385, 583, 584, 585, 590, 1046, 1120, 1123, 1132, 1288, 1302], "count": [9, 186, 238, 239, 243, 244, 246, 298, 299, 311, 316, 332, 362, 388, 445, 570, 599, 621, 751, 755, 876, 919, 946, 952, 958, 961, 1002, 1063, 1185, 1284, 1285, 1415, 1416, 1425], "share": [9, 55, 59, 93, 95, 113, 166, 200, 215, 216, 217, 222, 279, 286, 288, 289, 295, 360, 361, 378, 420, 421, 462, 464, 482, 571, 580, 693, 734, 864, 889, 909, 927, 945, 971, 991, 1010, 1223, 1334], "contact": [9, 93, 690, 1201, 1332], "weighted_projected_graph": [9, 285, 286, 287, 288, 1426], "648": 9, "108": [9, 11, 18, 1222], "plot_davis_club": [9, 18], "retain": [10, 103, 111, 231, 285, 286, 287, 288, 289, 1103, 1193, 1301], "pattern": [10, 55, 94, 104, 237, 242, 245, 249, 387, 496, 521, 557, 673, 674, 675, 676, 692, 693, 695, 764, 788, 1039, 1091, 1396, 1422], "add": [10, 11, 27, 35, 42, 46, 50, 53, 62, 72, 89, 90, 92, 94, 95, 102, 103, 106, 107, 116, 152, 153, 154, 155, 157, 158, 159, 165, 208, 223, 224, 230, 283, 286, 343, 376, 413, 414, 425, 430, 432, 433, 452, 462, 583, 584, 585, 591, 616, 617, 620, 621, 656, 692, 703, 719, 720, 798, 852, 855, 856, 857, 858, 859, 894, 897, 900, 901, 902, 903, 904, 930, 933, 936, 937, 938, 939, 940, 976, 979, 982, 983, 984, 985, 986, 987, 1013, 1040, 1041, 1042, 1043, 1045, 1052, 1055, 1056, 1057, 1103, 1127, 1129, 1160, 1171, 1178, 1191, 1213, 1216, 1223, 1225, 1239, 1240, 1242, 1308, 1332, 1359, 1360, 1362, 1363, 1385, 1386, 1391, 1402, 1403, 1404, 1407, 1413, 1415, 1416, 1417, 1418, 1420, 1421, 1422, 1423, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1436], "compressor": [10, 692, 788], "do": [10, 56, 76, 89, 93, 94, 95, 97, 100, 102, 103, 106, 107, 108, 110, 112, 116, 134, 166, 185, 200, 203, 205, 231, 232, 239, 244, 278, 279, 281, 364, 382, 412, 413, 414, 420, 421, 460, 461, 469, 472, 591, 600, 634, 692, 694, 736, 737, 738, 739, 793, 798, 864, 875, 889, 892, 893, 909, 918, 927, 928, 929, 945, 956, 957, 971, 974, 975, 991, 1000, 1001, 1010, 1011, 1012, 1040, 1041, 1042, 1043, 1045, 1064, 1085, 1105, 1171, 1183, 1195, 1199, 1213, 1216, 1222, 1223, 1233, 1278, 1334, 1402, 1410, 1411, 1416, 1420, 1436], "would": [10, 93, 94, 96, 97, 101, 102, 103, 104, 105, 106, 108, 290, 306, 416, 417, 418, 419, 424, 430, 581, 585, 590, 634, 681, 692, 695, 719, 720, 753, 1223, 1242, 1301, 1302, 1306, 1309, 1332, 1425, 1426], "result": [10, 11, 26, 72, 93, 96, 102, 104, 110, 111, 113, 143, 166, 210, 219, 221, 231, 232, 256, 270, 272, 274, 277, 284, 285, 286, 287, 288, 289, 290, 300, 301, 306, 325, 326, 332, 346, 356, 376, 382, 383, 384, 387, 388, 393, 413, 414, 418, 420, 442, 466, 468, 469, 492, 496, 500, 501, 511, 512, 513, 514, 566, 567, 568, 586, 587, 589, 603, 611, 617, 628, 629, 631, 678, 680, 692, 694, 706, 712, 719, 788, 793, 864, 909, 945, 987, 991, 1041, 1045, 1085, 1097, 1101, 1102, 1105, 1106, 1108, 1115, 1116, 1117, 1119, 1127, 1137, 1138, 1144, 1145, 1146, 1147, 1148, 1156, 1158, 1160, 1163, 1165, 1166, 1169, 1181, 1183, 1186, 1207, 1228, 1231, 1245, 1284, 1285, 1287, 1302, 1305, 1309, 1314, 1332, 1334, 1337, 1340, 1365, 1411, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1425, 1426, 1434, 1435, 1436], "fewer": [10, 422, 423, 683, 685, 692, 694, 695, 696, 764, 788, 1219, 1221], "compress": [10, 26, 269, 514, 579, 692, 788, 1119, 1248, 1339, 1340, 1345, 1346, 1350, 1356, 1363, 1364, 1377, 1378, 1382], "suptitl": [10, 16], "original_graph": [10, 16, 692], "white_nod": 10, "red_nod": 10, "250": [10, 33, 1171], "white": [10, 22, 26, 83, 84, 128, 215, 216, 217, 221, 429, 1404, 1407, 1415], "add_nodes_from": [10, 16, 17, 37, 71, 72, 83, 90, 116, 157, 166, 200, 208, 237, 238, 249, 266, 268, 269, 425, 427, 428, 471, 557, 692, 798, 857, 864, 889, 894, 902, 909, 927, 930, 938, 945, 971, 976, 984, 991, 1010, 1013, 1040, 1042, 1043, 1068, 1200, 1223, 1297, 1413, 1415, 1422, 1436], "add_edges_from": [10, 16, 17, 37, 42, 71, 83, 90, 116, 133, 152, 159, 166, 200, 205, 208, 237, 249, 288, 329, 378, 424, 425, 427, 428, 462, 471, 503, 513, 514, 574, 576, 590, 690, 692, 707, 708, 709, 711, 732, 744, 745, 798, 855, 859, 864, 889, 893, 894, 900, 904, 909, 927, 929, 930, 936, 940, 945, 958, 965, 966, 971, 975, 976, 982, 986, 991, 1002, 1005, 1006, 1010, 1012, 1013, 1040, 1042, 1043, 1073, 1088, 1097, 1141, 1160, 1223, 1293, 1297, 1332, 1413, 1416, 1436], "base_opt": [10, 16], "edgecolor": [10, 16, 22, 33, 35, 36, 39, 55, 59, 83, 84, 1143], "black": [10, 16, 22, 26, 66, 70, 94, 600, 1139, 1140, 1142, 1421, 1422, 1423, 1425, 1436], "ax1": [10, 16, 28, 51, 83], "number_of_edg": [10, 16, 26, 29, 199, 692, 888, 926, 970, 1009, 1062, 1160, 1277, 1415, 1416, 1436], "nonexp_graph": 10, "compression_nod": 10, "summar": [10, 16, 101, 102, 692, 693, 760, 793, 1331, 1334, 1387, 1422], "dedensifi": [10, 760], "threshold": [10, 58, 84, 113, 221, 230, 232, 382, 383, 692, 694, 697, 698, 760, 788, 1120, 1199, 1200, 1202, 1203, 1204, 1331, 1407, 1415, 1416, 1417, 1421, 1423], "copi": [10, 17, 39, 45, 94, 96, 107, 168, 197, 200, 203, 204, 205, 206, 285, 286, 287, 288, 289, 343, 390, 392, 394, 408, 435, 436, 437, 438, 439, 455, 462, 471, 523, 586, 587, 589, 598, 601, 604, 605, 607, 608, 609, 612, 613, 615, 616, 635, 638, 692, 866, 887, 889, 892, 893, 911, 927, 928, 929, 947, 966, 969, 971, 974, 975, 993, 1006, 1010, 1011, 1012, 1038, 1041, 1060, 1064, 1066, 1069, 1085, 1086, 1125, 1189, 1195, 1223, 1229, 1233, 1257, 1276, 1300, 1301, 1302, 1412, 1413, 1415, 1416, 1417, 1418, 1421, 1422, 1431, 1434], "nonexp_node_color": 10, "nonexp_node_s": 10, "yellow": [10, 16, 600, 762, 1436], "nonexp_po": 10, "75": [10, 35, 240, 261, 300, 315, 357, 358, 388, 684, 1175, 1176, 1177, 1179, 1413, 1417, 1436], "c_node": [10, 692], "spot": 10, "443": [10, 18], "plot_dedensif": [10, 18], "153": [11, 457], "curiou": 11, "let": [11, 56, 59, 94, 98, 102, 104, 218, 258, 281, 283, 300, 301, 314, 323, 373, 374, 385, 588, 621, 764, 1045, 1225, 1284, 1285, 1332, 1434], "defin": [11, 25, 53, 59, 70, 98, 113, 128, 214, 223, 224, 240, 241, 261, 262, 263, 264, 286, 290, 312, 317, 331, 336, 337, 347, 348, 349, 358, 387, 388, 392, 426, 427, 428, 431, 434, 435, 436, 437, 438, 439, 451, 466, 467, 468, 471, 496, 497, 500, 501, 502, 504, 505, 508, 509, 511, 512, 521, 569, 571, 572, 573, 575, 576, 577, 579, 588, 616, 617, 621, 623, 627, 654, 673, 675, 676, 678, 686, 687, 688, 689, 690, 691, 730, 732, 740, 753, 754, 755, 764, 793, 798, 1040, 1041, 1042, 1043, 1048, 1050, 1074, 1084, 1101, 1127, 1128, 1129, 1153, 1160, 1176, 1178, 1201, 1203, 1286, 1292, 1293, 1294, 1302, 1326, 1327, 1332, 1350, 1359, 1360, 1365, 1369, 1385, 1404, 1411, 1416, 1417, 1421, 1436], "an": [11, 13, 16, 25, 26, 32, 35, 39, 42, 45, 47, 50, 53, 55, 56, 59, 64, 67, 68, 72, 76, 77, 78, 89, 92, 93, 94, 95, 96, 97, 100, 101, 102, 103, 104, 105, 108, 111, 113, 115, 116, 117, 121, 122, 128, 129, 133, 142, 152, 153, 158, 159, 161, 166, 167, 168, 169, 171, 176, 180, 181, 182, 185, 189, 190, 192, 193, 194, 195, 196, 199, 200, 202, 205, 207, 208, 209, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 227, 228, 230, 231, 232, 233, 236, 239, 240, 241, 244, 250, 251, 252, 256, 257, 265, 267, 268, 270, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 292, 293, 294, 295, 296, 298, 299, 300, 302, 303, 307, 308, 309, 310, 312, 313, 316, 317, 319, 320, 321, 323, 325, 326, 327, 328, 331, 332, 334, 343, 344, 345, 347, 348, 349, 350, 351, 352, 353, 355, 358, 359, 364, 365, 366, 367, 368, 372, 375, 376, 377, 379, 380, 381, 382, 383, 385, 386, 387, 389, 390, 391, 392, 394, 396, 397, 402, 404, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 429, 430, 431, 433, 434, 435, 439, 440, 441, 442, 451, 452, 453, 457, 458, 459, 462, 464, 468, 469, 470, 471, 473, 474, 475, 476, 477, 479, 482, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 518, 519, 521, 522, 523, 524, 525, 526, 527, 532, 536, 537, 542, 546, 547, 557, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 579, 580, 581, 582, 586, 588, 590, 591, 592, 595, 596, 597, 598, 599, 600, 603, 606, 607, 609, 612, 613, 617, 618, 620, 621, 626, 628, 629, 633, 634, 635, 637, 638, 647, 648, 649, 650, 651, 652, 653, 654, 655, 656, 657, 658, 659, 660, 661, 662, 663, 664, 665, 666, 667, 668, 669, 670, 671, 672, 673, 674, 675, 676, 677, 678, 680, 681, 682, 683, 684, 685, 686, 688, 692, 693, 694, 696, 697, 698, 699, 703, 705, 706, 707, 708, 709, 710, 718, 719, 721, 723, 724, 725, 726, 727, 728, 731, 732, 733, 734, 735, 736, 737, 738, 739, 740, 741, 742, 745, 750, 754, 762, 763, 764, 769, 777, 784, 793, 798, 803, 808, 812, 816, 820, 824, 829, 834, 839, 844, 849, 851, 852, 853, 855, 856, 858, 859, 861, 864, 865, 866, 867, 868, 871, 873, 874, 875, 879, 880, 882, 883, 884, 885, 886, 888, 889, 891, 893, 894, 896, 897, 898, 900, 901, 903, 904, 906, 909, 910, 911, 912, 913, 916, 917, 918, 922, 923, 924, 925, 926, 927, 929, 930, 932, 933, 934, 936, 937, 939, 940, 942, 945, 946, 947, 948, 949, 950, 952, 954, 955, 956, 957, 961, 962, 964, 965, 966, 967, 968, 970, 971, 973, 975, 976, 978, 979, 980, 982, 983, 985, 986, 988, 991, 992, 993, 994, 995, 996, 998, 999, 1000, 1001, 1005, 1006, 1007, 1008, 1009, 1010, 1012, 1013, 1015, 1016, 1021, 1023, 1039, 1040, 1041, 1042, 1043, 1045, 1046, 1048, 1049, 1052, 1053, 1054, 1064, 1065, 1069, 1071, 1077, 1078, 1084, 1085, 1087, 1088, 1089, 1090, 1091, 1093, 1097, 1101, 1102, 1103, 1104, 1105, 1106, 1108, 1118, 1120, 1125, 1127, 1128, 1129, 1139, 1141, 1143, 1149, 1150, 1152, 1155, 1156, 1157, 1158, 1160, 1161, 1163, 1165, 1166, 1169, 1172, 1173, 1181, 1183, 1184, 1185, 1187, 1188, 1191, 1192, 1193, 1194, 1198, 1199, 1200, 1201, 1202, 1203, 1204, 1205, 1208, 1211, 1212, 1213, 1214, 1215, 1216, 1217, 1218, 1219, 1222, 1223, 1224, 1228, 1230, 1231, 1233, 1234, 1235, 1236, 1238, 1240, 1241, 1242, 1245, 1248, 1250, 1256, 1265, 1268, 1269, 1273, 1275, 1276, 1277, 1278, 1279, 1281, 1282, 1283, 1284, 1285, 1287, 1288, 1293, 1294, 1297, 1300, 1301, 1302, 1306, 1308, 1309, 1325, 1326, 1327, 1329, 1330, 1332, 1334, 1335, 1337, 1339, 1340, 1342, 1347, 1350, 1358, 1368, 1369, 1371, 1377, 1383, 1384, 1385, 1386, 1387, 1388, 1389, 1391, 1395, 1402, 1403, 1404, 1406, 1407, 1408, 1411, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1421, 1422, 1423, 1425, 1426, 1433, 1434, 1436], "process": [11, 14, 53, 77, 93, 94, 95, 97, 98, 99, 103, 105, 181, 223, 227, 233, 275, 333, 340, 375, 385, 407, 408, 442, 457, 466, 467, 468, 594, 626, 693, 762, 788, 873, 916, 954, 998, 1048, 1103, 1127, 1128, 1129, 1181, 1183, 1186, 1222, 1225, 1228, 1231, 1251, 1286, 1296, 1301, 1302, 1305, 1307, 1391, 1404, 1416, 1417, 1421, 1422, 1423, 1428, 1436], "follow": [11, 26, 45, 50, 53, 54, 66, 68, 84, 87, 92, 93, 94, 95, 96, 98, 100, 101, 102, 103, 104, 109, 111, 112, 129, 133, 152, 162, 172, 184, 208, 214, 228, 230, 231, 232, 244, 281, 306, 340, 345, 348, 353, 364, 375, 380, 382, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 442, 454, 455, 467, 468, 498, 504, 505, 506, 507, 508, 509, 510, 590, 600, 601, 604, 617, 638, 681, 750, 752, 762, 764, 793, 855, 869, 894, 900, 914, 930, 936, 950, 976, 982, 996, 1013, 1105, 1106, 1108, 1150, 1171, 1181, 1185, 1191, 1194, 1206, 1207, 1215, 1225, 1231, 1239, 1240, 1247, 1257, 1266, 1280, 1281, 1282, 1283, 1287, 1302, 1321, 1329, 1332, 1334, 1335, 1387, 1396, 1402, 1404, 1408, 1413, 1415, 1416, 1418, 1420, 1421, 1422, 1434, 1436], "given": [11, 13, 39, 45, 63, 65, 68, 92, 100, 102, 104, 113, 117, 142, 143, 145, 153, 159, 194, 198, 209, 212, 213, 228, 230, 236, 237, 249, 250, 261, 265, 267, 270, 272, 274, 275, 277, 280, 282, 284, 285, 286, 287, 288, 289, 321, 331, 333, 340, 346, 348, 353, 355, 359, 364, 365, 366, 367, 375, 380, 382, 383, 387, 441, 456, 457, 462, 464, 472, 479, 480, 482, 499, 513, 514, 515, 561, 562, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 578, 580, 581, 582, 590, 591, 592, 616, 617, 618, 624, 625, 661, 662, 663, 664, 678, 679, 680, 681, 683, 685, 686, 688, 692, 693, 695, 699, 700, 701, 702, 704, 705, 706, 708, 709, 710, 711, 730, 731, 732, 733, 734, 741, 750, 755, 763, 784, 788, 856, 859, 884, 901, 904, 923, 937, 940, 966, 983, 986, 1006, 1049, 1088, 1089, 1097, 1104, 1105, 1141, 1150, 1157, 1168, 1181, 1182, 1183, 1184, 1185, 1186, 1187, 1195, 1205, 1206, 1207, 1212, 1213, 1214, 1215, 1216, 1227, 1228, 1246, 1275, 1279, 1280, 1282, 1301, 1306, 1308, 1321, 1329, 1359, 1360, 1385, 1386, 1387, 1388, 1403, 1404, 1415], "digit": [11, 71, 100], "base": [11, 16, 39, 44, 56, 59, 70, 94, 95, 101, 102, 103, 104, 108, 129, 133, 200, 204, 206, 213, 217, 221, 230, 297, 298, 302, 303, 304, 309, 310, 311, 312, 313, 323, 324, 325, 326, 327, 331, 332, 339, 345, 348, 349, 364, 373, 375, 376, 382, 383, 384, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 425, 427, 428, 429, 430, 432, 433, 451, 466, 468, 496, 500, 501, 502, 511, 512, 547, 557, 566, 568, 571, 576, 583, 616, 618, 662, 669, 682, 690, 693, 706, 708, 709, 710, 712, 713, 714, 715, 716, 717, 719, 734, 740, 760, 763, 764, 788, 793, 798, 889, 927, 936, 937, 971, 982, 983, 1010, 1039, 1040, 1041, 1044, 1046, 1085, 1091, 1188, 1235, 1241, 1259, 1273, 1302, 1326, 1327, 1329, 1332, 1391, 1395, 1399, 1401, 1404, 1411, 1412, 1413, 1415, 1416, 1417, 1418, 1420, 1421, 1430, 1434], "obtain": [11, 92, 166, 208, 283, 347, 348, 349, 382, 385, 389, 390, 391, 392, 396, 467, 513, 608, 620, 621, 658, 724, 744, 745, 762, 798, 864, 894, 909, 930, 945, 976, 991, 1013, 1040, 1042, 1043, 1170, 1259, 1278, 1284, 1285, 1329, 1332, 1362, 1363, 1411, 1436], "seri": [11, 446, 618, 682, 1221, 1292], "finit": [11, 464, 496, 497, 500, 501, 504, 505, 508, 509, 511, 512, 516, 520, 1183, 1185, 1198, 1228], "end": [11, 26, 37, 53, 96, 102, 107, 154, 155, 207, 216, 228, 268, 269, 301, 334, 335, 344, 373, 374, 429, 616, 620, 621, 628, 629, 633, 634, 636, 637, 638, 641, 642, 652, 653, 654, 655, 656, 657, 662, 666, 669, 679, 680, 682, 736, 738, 1041, 1045, 1064, 1069, 1078, 1083, 1085, 1087, 1120, 1127, 1139, 1141, 1158, 1171, 1212, 1235, 1332, 1339, 1340, 1343, 1344, 1345, 1346, 1348, 1350, 1356, 1359, 1363, 1364, 1374, 1377, 1378, 1381, 1382, 1385, 1388, 1413, 1422], "In": [11, 17, 28, 44, 55, 58, 59, 89, 93, 94, 95, 96, 98, 100, 101, 102, 104, 111, 116, 128, 133, 134, 176, 185, 200, 218, 230, 231, 232, 236, 241, 258, 259, 260, 279, 284, 287, 289, 290, 300, 312, 313, 325, 326, 331, 352, 359, 380, 381, 382, 412, 415, 416, 417, 424, 431, 445, 449, 452, 460, 462, 496, 500, 501, 503, 512, 567, 570, 574, 576, 592, 593, 617, 621, 623, 654, 655, 656, 659, 660, 665, 672, 677, 678, 692, 693, 703, 705, 719, 720, 721, 732, 734, 742, 743, 744, 745, 763, 764, 769, 772, 791, 793, 798, 871, 875, 889, 918, 927, 956, 957, 971, 1000, 1001, 1010, 1040, 1041, 1042, 1043, 1045, 1046, 1069, 1103, 1104, 1120, 1160, 1174, 1205, 1209, 1212, 1213, 1214, 1216, 1222, 1223, 1228, 1232, 1237, 1239, 1247, 1301, 1302, 1306, 1326, 1327, 1332, 1334, 1356, 1387, 1403, 1407, 1408, 1413, 1414, 1415, 1416, 1417, 1418, 1422, 1423, 1436], "languag": [11, 93, 100, 111, 1045, 1330, 1347, 1348, 1350, 1389, 1390, 1391, 1420], "discret": [11, 105, 236, 250, 364, 411, 515, 519, 520, 620, 762, 1170, 1171, 1184, 1186, 1192, 1196, 1210, 1284, 1285, 1288, 1320, 1321, 1329, 1415], "global": [11, 104, 315, 343, 412, 479, 488, 489, 511, 594, 1048, 1275, 1302, 1307, 1310, 1311, 1334, 1416, 1418, 1420], "attractor": [11, 390], "map": [11, 35, 39, 53, 68, 102, 103, 104, 116, 126, 145, 146, 149, 167, 170, 198, 239, 244, 265, 352, 371, 393, 414, 418, 419, 420, 421, 425, 426, 427, 428, 433, 442, 462, 532, 533, 536, 542, 543, 546, 547, 561, 562, 563, 565, 590, 616, 672, 678, 680, 753, 754, 762, 764, 865, 910, 946, 949, 992, 995, 1015, 1016, 1021, 1022, 1041, 1042, 1043, 1048, 1139, 1141, 1143, 1223, 1275, 1301, 1302, 1312, 1316, 1323, 1324, 1330, 1331, 1367, 1368, 1402, 1411, 1415, 1417, 1421, 1422, 1434, 1436], "restrict": [11, 103, 129, 355, 793, 1041, 1085, 1413], "For": [11, 55, 68, 89, 93, 94, 96, 98, 100, 102, 103, 104, 106, 108, 111, 116, 126, 129, 133, 144, 152, 159, 160, 161, 166, 169, 186, 190, 200, 201, 205, 227, 231, 232, 236, 239, 240, 241, 247, 248, 256, 260, 283, 298, 299, 300, 302, 303, 305, 307, 308, 309, 310, 312, 313, 315, 316, 317, 322, 323, 325, 326, 328, 330, 331, 332, 340, 348, 349, 358, 359, 360, 382, 387, 394, 397, 399, 400, 402, 404, 405, 406, 409, 412, 413, 414, 415, 416, 418, 419, 420, 421, 424, 431, 433, 434, 435, 436, 437, 438, 452, 455, 462, 481, 482, 490, 496, 497, 498, 500, 501, 504, 505, 508, 509, 511, 512, 524, 525, 526, 557, 567, 570, 574, 576, 587, 589, 600, 616, 617, 620, 621, 627, 635, 638, 643, 645, 661, 679, 680, 688, 689, 690, 693, 719, 720, 721, 735, 736, 737, 738, 739, 744, 745, 754, 755, 756, 764, 772, 777, 784, 788, 791, 793, 798, 855, 859, 860, 861, 864, 867, 876, 880, 889, 890, 893, 900, 904, 905, 906, 909, 912, 919, 927, 936, 940, 941, 942, 945, 948, 958, 962, 965, 971, 972, 982, 986, 987, 988, 991, 994, 1002, 1005, 1010, 1040, 1041, 1042, 1043, 1045, 1065, 1067, 1069, 1074, 1088, 1097, 1101, 1102, 1104, 1105, 1106, 1108, 1114, 1118, 1127, 1128, 1129, 1137, 1138, 1139, 1141, 1144, 1145, 1146, 1147, 1148, 1149, 1154, 1157, 1160, 1181, 1183, 1185, 1186, 1191, 1194, 1195, 1199, 1201, 1202, 1203, 1204, 1205, 1219, 1220, 1223, 1225, 1230, 1234, 1238, 1248, 1278, 1281, 1282, 1283, 1284, 1285, 1287, 1288, 1291, 1292, 1295, 1297, 1299, 1302, 1304, 1332, 1334, 1339, 1351, 1354, 1355, 1356, 1362, 1363, 1364, 1377, 1387, 1390, 1398, 1402, 1404, 1409, 1410, 1411, 1413, 1414, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436], "513": [11, 1407, 1415], "reach": [11, 100, 101, 315, 325, 329, 378, 385, 389, 391, 392, 396, 412, 413, 414, 420, 421, 496, 500, 501, 512, 566, 568, 628, 629, 634, 642, 645, 654, 695, 713, 760, 1194, 1213, 1216, 1387, 1388, 1416], "orbit": 11, "up": [11, 71, 81, 94, 95, 98, 100, 101, 102, 105, 106, 108, 133, 134, 348, 349, 379, 425, 429, 511, 532, 542, 579, 621, 654, 655, 659, 750, 1039, 1041, 1064, 1069, 1085, 1091, 1105, 1127, 1129, 1150, 1154, 1179, 1219, 1221, 1278, 1332, 1334, 1361, 1364, 1404, 1405, 1411, 1413, 1415, 1419, 1420, 1422, 1423, 1425, 1426, 1429, 1434, 1436], "reveal": [11, 713, 788], "cycl": [11, 39, 45, 96, 121, 215, 228, 229, 230, 231, 232, 233, 264, 294, 295, 296, 340, 343, 345, 360, 451, 452, 453, 454, 455, 459, 464, 465, 466, 468, 469, 470, 482, 498, 503, 506, 507, 510, 521, 586, 587, 589, 610, 630, 631, 632, 634, 654, 659, 660, 665, 699, 729, 744, 745, 760, 793, 1046, 1055, 1141, 1143, 1154, 1155, 1158, 1169, 1192, 1196, 1248, 1250, 1266, 1270, 1331, 1404, 1406, 1407, 1410, 1412, 1413, 1415, 1416, 1417, 1420, 1421, 1423, 1433], "requir": [11, 39, 66, 94, 95, 96, 100, 101, 102, 103, 105, 107, 108, 110, 112, 116, 166, 208, 292, 293, 294, 297, 302, 303, 309, 310, 317, 439, 478, 502, 522, 523, 617, 682, 700, 701, 702, 722, 731, 733, 788, 793, 798, 864, 894, 909, 930, 945, 976, 991, 1013, 1040, 1042, 1043, 1049, 1114, 1149, 1198, 1199, 1205, 1221, 1223, 1241, 1302, 1332, 1351, 1354, 1355, 1356, 1390, 1402, 1403, 1405, 1411, 1414, 1415, 1416, 1417, 1420, 1421, 1422, 1423, 1428, 1429, 1434, 1436], "less": [11, 35, 44, 100, 102, 129, 143, 145, 228, 290, 325, 326, 382, 383, 385, 386, 387, 424, 427, 428, 431, 466, 522, 523, 638, 675, 688, 733, 788, 1141, 1168, 1180, 1191, 1193, 1200, 1281, 1282, 1359, 1360, 1385, 1413, 1414, 1417, 1420, 1422, 1423], "smallest": [11, 32, 212, 222, 265, 364, 372, 378, 383, 442, 485, 492, 681, 731, 733, 1051, 1206, 1255, 1265, 1281, 1282, 1308, 1326, 1327, 1416], "177": [11, 298, 299, 307, 308, 331], "e": [11, 16, 17, 32, 35, 39, 47, 53, 62, 66, 68, 70, 72, 77, 83, 90, 92, 93, 94, 95, 96, 98, 100, 102, 103, 104, 105, 108, 111, 112, 113, 116, 128, 142, 145, 152, 153, 158, 159, 169, 171, 172, 178, 190, 193, 196, 208, 212, 218, 219, 222, 227, 234, 237, 242, 245, 249, 250, 268, 276, 279, 281, 283, 285, 289, 290, 291, 294, 296, 301, 302, 303, 306, 307, 308, 309, 310, 312, 313, 314, 323, 325, 326, 327, 328, 333, 334, 335, 341, 342, 343, 345, 347, 357, 358, 360, 363, 373, 374, 376, 380, 385, 387, 400, 407, 408, 431, 436, 451, 454, 455, 457, 469, 470, 471, 473, 474, 476, 477, 478, 481, 490, 492, 493, 494, 496, 498, 500, 501, 504, 505, 506, 507, 508, 509, 510, 511, 512, 519, 520, 567, 568, 577, 579, 584, 588, 590, 592, 595, 600, 604, 617, 618, 620, 621, 627, 628, 677, 679, 680, 688, 690, 693, 694, 695, 734, 736, 738, 764, 798, 852, 855, 856, 858, 859, 867, 868, 869, 880, 883, 886, 894, 897, 900, 901, 903, 904, 912, 913, 914, 922, 925, 930, 933, 936, 937, 939, 940, 948, 949, 950, 962, 965, 968, 976, 979, 982, 983, 985, 986, 987, 994, 995, 996, 1005, 1008, 1013, 1040, 1041, 1042, 1043, 1045, 1050, 1100, 1103, 1107, 1139, 1140, 1141, 1142, 1152, 1160, 1171, 1181, 1183, 1185, 1186, 1188, 1189, 1190, 1193, 1198, 1199, 1200, 1209, 1210, 1211, 1213, 1216, 1225, 1228, 1232, 1236, 1239, 1240, 1266, 1272, 1274, 1284, 1285, 1286, 1293, 1294, 1298, 1301, 1308, 1309, 1316, 1326, 1327, 1329, 1332, 1335, 1339, 1343, 1344, 1347, 1350, 1362, 1396, 1402, 1405, 1411, 1412, 1414, 1415, 1416, 1418, 1420, 1422, 1423, 1426], "687": 11, "1071": 11, "345": 11, "216": [11, 1199], "225": [11, 90, 208, 279, 894, 930, 976, 1013, 1161], "141": [11, 40, 48, 227], "66": [11, 35, 59, 65, 568], "432": 11, "99": [11, 66, 594, 1207, 1239, 1329, 1412], "1458": 11, "702": 11, "351": 11, "test": [11, 53, 89, 95, 96, 97, 98, 100, 104, 106, 107, 110, 133, 181, 268, 269, 311, 340, 345, 399, 400, 422, 423, 456, 522, 527, 537, 557, 618, 673, 742, 743, 744, 745, 757, 759, 762, 764, 873, 916, 954, 998, 1045, 1073, 1075, 1171, 1332, 1339, 1340, 1343, 1345, 1346, 1350, 1355, 1356, 1377, 1378, 1381, 1382, 1402, 1404, 1405, 1407, 1410, 1414, 1415, 1416, 1417, 1420, 1421, 1422, 1423, 1425, 1426, 1427, 1428, 1429, 1430, 1432, 1433, 1434, 1436], "softwar": [11, 92, 108, 112, 483, 484, 731, 733, 1436], "power": [11, 46, 95, 111, 208, 312, 313, 325, 373, 374, 522, 523, 566, 568, 694, 760, 894, 930, 976, 1013, 1046, 1171, 1181, 1243, 1244, 1261, 1322, 1325, 1404, 1415, 1416, 1436], "abov": [11, 93, 94, 101, 102, 103, 104, 111, 292, 293, 316, 317, 326, 332, 382, 385, 388, 455, 462, 493, 496, 500, 501, 504, 505, 511, 512, 523, 688, 694, 732, 764, 1041, 1105, 1127, 1128, 1129, 1154, 1171, 1191, 1225, 1240, 1280, 1284, 1285, 1306, 1408, 1413, 1416, 1426], "correspond": [11, 68, 102, 104, 145, 162, 168, 223, 224, 228, 229, 230, 231, 232, 233, 234, 235, 266, 267, 282, 312, 313, 325, 326, 333, 334, 352, 363, 364, 382, 393, 417, 419, 420, 421, 424, 462, 478, 484, 513, 516, 583, 585, 590, 611, 617, 618, 626, 630, 631, 632, 679, 680, 681, 730, 731, 733, 734, 744, 745, 750, 793, 852, 866, 897, 911, 933, 947, 979, 993, 1101, 1102, 1104, 1105, 1106, 1108, 1112, 1118, 1141, 1149, 1150, 1181, 1183, 1184, 1185, 1186, 1187, 1199, 1200, 1218, 1228, 1277, 1278, 1280, 1282, 1283, 1284, 1285, 1287, 1329, 1338, 1339, 1341, 1342, 1361, 1364, 1365, 1366, 1369, 1370, 1376, 1387, 1403, 1414, 1415], "below": [11, 14, 26, 93, 95, 100, 101, 112, 152, 207, 332, 385, 410, 412, 413, 414, 415, 416, 417, 419, 421, 431, 466, 493, 494, 496, 498, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 567, 617, 694, 798, 855, 900, 936, 982, 1040, 1042, 1043, 1120, 1150, 1181, 1183, 1223, 1228, 1248, 1281, 1282, 1283, 1302, 1355, 1402, 1411, 1413, 1426, 1436], "powersum": 11, "over": [11, 35, 39, 50, 72, 89, 95, 96, 100, 102, 103, 104, 110, 153, 158, 159, 160, 161, 169, 176, 177, 181, 182, 185, 189, 190, 191, 192, 196, 201, 202, 214, 215, 221, 231, 236, 292, 296, 300, 315, 316, 317, 321, 327, 331, 332, 347, 348, 349, 364, 365, 366, 367, 371, 375, 376, 387, 410, 411, 431, 479, 490, 491, 498, 499, 525, 528, 531, 535, 538, 541, 545, 600, 638, 680, 692, 705, 706, 707, 708, 709, 710, 712, 713, 721, 735, 736, 738, 740, 764, 851, 853, 856, 858, 859, 860, 861, 867, 871, 872, 873, 874, 875, 879, 880, 881, 882, 886, 890, 891, 896, 898, 901, 903, 904, 905, 906, 912, 916, 917, 918, 925, 932, 934, 937, 939, 940, 941, 942, 948, 953, 954, 955, 957, 962, 963, 964, 968, 972, 973, 978, 980, 983, 985, 986, 987, 988, 994, 998, 999, 1001, 1008, 1077, 1078, 1087, 1103, 1198, 1223, 1231, 1239, 1247, 1284, 1285, 1294, 1332, 1334, 1402, 1411, 1413, 1414, 1416, 1418, 1419, 1420, 1421, 1422, 1423, 1425, 1434, 1435, 1436], "converg": [11, 312, 325, 375, 566, 567, 568, 678, 1046, 1416, 1417], "singl": [11, 14, 59, 81, 94, 95, 100, 102, 103, 105, 108, 144, 152, 153, 157, 159, 167, 169, 176, 177, 181, 189, 190, 194, 221, 266, 275, 291, 294, 295, 300, 316, 323, 329, 333, 346, 355, 356, 393, 395, 426, 429, 445, 464, 466, 493, 496, 500, 501, 504, 505, 511, 512, 579, 586, 587, 589, 600, 623, 637, 662, 663, 664, 679, 680, 692, 707, 744, 745, 788, 793, 798, 855, 856, 857, 859, 865, 867, 871, 872, 873, 879, 880, 884, 900, 901, 902, 904, 910, 912, 916, 923, 936, 937, 938, 940, 946, 948, 952, 953, 954, 961, 962, 965, 966, 982, 983, 984, 986, 992, 994, 998, 1005, 1006, 1040, 1042, 1043, 1044, 1045, 1048, 1049, 1061, 1088, 1089, 1094, 1095, 1096, 1100, 1101, 1102, 1104, 1105, 1107, 1123, 1127, 1129, 1132, 1139, 1141, 1143, 1146, 1153, 1157, 1162, 1170, 1173, 1178, 1195, 1203, 1278, 1280, 1301, 1302, 1324, 1326, 1327, 1329, 1330, 1334, 1337, 1340, 1341, 1351, 1369, 1370, 1375, 1410, 1413, 1415, 1416, 1418, 1421, 1422], "fix": [11, 92, 94, 95, 96, 101, 107, 514, 695, 696, 711, 1120, 1275, 1403, 1405, 1409, 1411, 1412, 1416, 1417, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434], "appli": [11, 36, 53, 89, 93, 100, 221, 231, 232, 300, 323, 341, 342, 344, 360, 464, 511, 588, 590, 620, 627, 649, 762, 788, 793, 1039, 1045, 1088, 1089, 1091, 1097, 1141, 1143, 1170, 1194, 1203, 1248, 1275, 1288, 1302, 1329, 1362, 1363, 1403, 1413, 1416, 1434], "lead": [11, 100, 102, 231, 232, 385, 473, 474, 475, 476, 477, 569, 1181, 1183, 1228, 1332, 1414, 1436], "370": [11, 1250], "371": [11, 275], "407": [11, 348, 349], "modulo": [11, 588, 1196], "ad": [11, 17, 28, 42, 72, 89, 95, 96, 97, 98, 100, 101, 102, 103, 104, 106, 128, 142, 152, 153, 154, 155, 156, 158, 159, 207, 208, 228, 235, 275, 323, 333, 424, 536, 546, 581, 585, 603, 665, 692, 788, 793, 855, 856, 858, 859, 894, 900, 901, 903, 904, 930, 936, 937, 939, 940, 965, 976, 982, 983, 985, 986, 1005, 1013, 1055, 1056, 1066, 1101, 1103, 1104, 1127, 1128, 1129, 1188, 1189, 1190, 1192, 1235, 1239, 1240, 1242, 1278, 1284, 1285, 1330, 1332, 1335, 1404, 1405, 1407, 1409, 1410, 1411, 1412, 1413, 1414, 1416, 1417, 1419, 1420, 1421, 1422, 1423, 1425, 1426, 1428, 1433, 1434], "anoth": [11, 44, 58, 93, 95, 102, 104, 105, 108, 113, 316, 332, 600, 617, 695, 696, 706, 719, 742, 743, 744, 745, 764, 793, 798, 1040, 1042, 1043, 1088, 1181, 1219, 1221, 1225, 1334, 1413, 1420, 1428, 1436], "invari": [11, 608, 620, 621, 777, 1196], "subset": [11, 72, 102, 112, 113, 211, 212, 298, 299, 303, 308, 310, 424, 459, 485, 486, 567, 568, 583, 584, 585, 626, 688, 689, 764, 788, 793, 1112, 1157, 1168, 1301, 1404, 1407, 1415, 1420, 1422, 1436], "squar": [11, 15, 71, 327, 360, 1045, 1114, 1179, 1198, 1201, 1221, 1258, 1259, 1277, 1329], "certain": [11, 455, 616, 621, 680, 721, 1240, 1284, 1285], "itself": [11, 95, 100, 101, 102, 104, 301, 320, 348, 349, 350, 351, 355, 363, 364, 458, 463, 1049, 1127, 1128, 1129, 1170, 1223, 1332, 1387, 1388, 1418, 1436], "keyword": [11, 33, 95, 96, 104, 152, 153, 157, 158, 159, 185, 199, 208, 227, 291, 300, 321, 329, 376, 385, 504, 505, 508, 509, 617, 680, 741, 754, 798, 852, 855, 856, 857, 858, 859, 875, 888, 894, 897, 900, 901, 902, 903, 904, 918, 926, 930, 933, 936, 937, 938, 939, 940, 957, 970, 976, 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585], "node_attribut": [16, 693], "edge_attribut": [16, 284, 693, 1104], "summary_graph": [16, 693], "snap_aggreg": [16, 760, 1422], "prefix": [16, 68, 514, 692, 693, 1278, 1332, 1353, 1422, 1430], "aggreg": [16, 513, 514, 693, 788], "summary_po": 16, "8375428": 16, "edge_typ": 16, "get_edge_data": [16, 26, 1420], "321": [16, 18, 594], "plot_snap": [16, 18], "support": [17, 53, 78, 93, 94, 97, 101, 102, 103, 104, 227, 309, 323, 341, 342, 344, 345, 358, 375, 412, 413, 414, 420, 421, 466, 496, 498, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 599, 628, 629, 634, 635, 637, 638, 692, 740, 764, 777, 788, 798, 1040, 1041, 1042, 1043, 1117, 1119, 1152, 1308, 1332, 1347, 1348, 1350, 1359, 1360, 1361, 1362, 1363, 1364, 1385, 1386, 1389, 1391, 1395, 1403, 1404, 1405, 1407, 1411, 1413, 1415, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435, 1436], "unsupport": 17, "contain": [17, 26, 35, 46, 66, 70, 72, 89, 100, 103, 105, 115, 116, 145, 152, 153, 158, 159, 166, 167, 168, 169, 173, 176, 177, 178, 181, 189, 190, 194, 196, 200, 208, 213, 215, 221, 227, 237, 238, 239, 241, 242, 244, 246, 249, 250, 253, 254, 256, 257, 258, 259, 260, 261, 265, 267, 268, 271, 278, 279, 281, 282, 291, 294, 295, 300, 316, 321, 323, 340, 346, 348, 349, 352, 354, 355, 356, 357, 359, 360, 362, 375, 379, 381, 382, 383, 390, 402, 410, 416, 417, 429, 434, 435, 439, 442, 459, 483, 484, 496, 497, 500, 501, 502, 504, 505, 508, 509, 511, 512, 514, 515, 516, 518, 551, 552, 566, 570, 574, 576, 591, 595, 598, 601, 604, 623, 626, 633, 634, 654, 658, 660, 662, 663, 664, 689, 690, 691, 697, 725, 726, 727, 728, 751, 788, 798, 855, 856, 858, 859, 864, 865, 866, 867, 870, 871, 872, 873, 879, 880, 884, 886, 889, 894, 900, 901, 903, 904, 909, 910, 911, 912, 915, 916, 923, 925, 927, 930, 936, 937, 939, 940, 945, 946, 947, 948, 951, 952, 953, 954, 961, 962, 966, 968, 971, 976, 982, 983, 985, 986, 991, 992, 993, 994, 997, 998, 1006, 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389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 430, 432, 433, 439, 441, 442, 452, 465, 466, 467, 468, 469, 480, 481, 482, 483, 484, 487, 488, 489, 490, 492, 493, 494, 502, 561, 562, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 583, 584, 585, 592, 596, 597, 600, 602, 603, 607, 608, 609, 612, 613, 615, 617, 620, 621, 626, 627, 654, 660, 683, 684, 685, 686, 688, 689, 690, 691, 694, 696, 719, 720, 729, 732, 733, 734, 736, 737, 738, 739, 740, 744, 745, 755, 762, 763, 764, 769, 781, 793, 876, 893, 919, 929, 958, 975, 1002, 1012, 1039, 1041, 1059, 1063, 1091, 1093, 1101, 1104, 1118, 1127, 1128, 1129, 1139, 1141, 1152, 1172, 1173, 1179, 1181, 1188, 1190, 1193, 1195, 1196, 1197, 1199, 1202, 1203, 1204, 1205, 1208, 1212, 1213, 1223, 1225, 1236, 1249, 1250, 1253, 1256, 1257, 1258, 1260, 1265, 1279, 1281, 1282, 1284, 1285, 1288, 1304, 1329, 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587, 589, 694, 864, 909, 945, 991, 1042, 1043, 1170, 1199, 1205, 1217, 1329, 1416, 1417, 1423, 1436], "green": [17, 33, 39, 71, 94, 116, 466, 600, 762, 1045, 1308, 1336, 1403, 1421, 1436], "goal": [17, 89, 93, 100, 106, 108, 128, 385, 628, 629, 719, 720, 1045], "g_ex": 17, "m": [17, 26, 29, 31, 32, 64, 66, 68, 92, 94, 97, 103, 107, 111, 113, 129, 182, 192, 202, 210, 212, 213, 220, 228, 232, 236, 237, 239, 240, 241, 242, 244, 245, 249, 258, 259, 260, 264, 273, 275, 276, 279, 281, 283, 285, 294, 295, 297, 301, 302, 303, 309, 310, 316, 317, 318, 332, 340, 343, 345, 347, 354, 357, 358, 363, 364, 372, 382, 385, 387, 414, 431, 433, 434, 435, 453, 464, 481, 496, 500, 501, 511, 512, 513, 514, 521, 547, 557, 571, 584, 586, 587, 589, 590, 608, 616, 621, 627, 654, 660, 661, 686, 688, 693, 694, 708, 750, 751, 763, 764, 777, 874, 882, 891, 955, 964, 973, 1063, 1157, 1161, 1163, 1175, 1181, 1183, 1185, 1187, 1205, 1207, 1208, 1209, 1210, 1211, 1213, 1214, 1215, 1216, 1217, 1219, 1221, 1222, 1224, 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1415, 1418, 1422, 1423, 1434, 1436], "kind": [55, 58, 59, 93, 94, 95, 100, 209, 468, 724, 1208, 1332, 1391], "read_fil": [55, 56, 58, 59], "cholera_cas": [55, 58], "gpkg": [55, 57, 58], "correctli": [55, 165, 325, 326, 1402, 1413, 1415, 1420, 1421, 1428, 1434], "construct": [55, 56, 57, 58, 59, 68, 95, 103, 228, 230, 231, 232, 233, 270, 274, 277, 354, 425, 452, 462, 515, 547, 548, 549, 550, 554, 555, 556, 558, 559, 560, 611, 687, 697, 710, 718, 734, 1045, 1049, 1050, 1055, 1056, 1104, 1105, 1106, 1107, 1108, 1159, 1160, 1181, 1183, 1184, 1186, 1192, 1196, 1197, 1198, 1201, 1209, 1213, 1214, 1215, 1216, 1223, 1225, 1228, 1235, 1242, 1257, 1265, 1269, 1275, 1278, 1284, 1285, 1302, 1329, 1333, 1387, 1388, 1404, 1408, 1415, 1418, 1424, 1434], "column_stack": [55, 58, 59], "could": [55, 94, 102, 103, 104, 106, 166, 216, 217, 225, 583, 681, 864, 909, 945, 991, 1069, 1097, 1105, 1106, 1123, 1132, 1180, 1302, 1306, 1332, 1402, 1413, 1423, 1436], "present": [55, 59, 94, 108, 111, 133, 185, 221, 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492, 680, 1122, 1123, 1131, 1232, 1308, 1330, 1332, 1334, 1423], "offic": [92, 1273], "complex": [92, 95, 102, 106, 211, 218, 230, 231, 232, 240, 241, 275, 291, 294, 295, 301, 315, 329, 332, 333, 334, 335, 339, 348, 349, 357, 358, 373, 374, 378, 387, 388, 425, 436, 440, 454, 455, 496, 502, 521, 522, 523, 576, 618, 621, 627, 661, 694, 700, 701, 751, 1123, 1132, 1181, 1185, 1202, 1203, 1204, 1347, 1348, 1350, 1389, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435], "depart": [92, 496], "physic": [92, 111, 231, 237, 242, 245, 249, 328, 334, 335, 357, 358, 360, 380, 385, 388, 440, 487, 488, 489, 627, 1175, 1176, 1177, 1199, 1228, 1235, 1239], "crutchfield": 92, "institut": [92, 113, 215, 216, 217, 221], "discoveri": [92, 672, 677, 678, 692], "madison": 92, "jessica": 92, "flack": 92, "david": [92, 278, 364, 439, 444, 449, 450, 626, 687, 712, 713, 714, 715, 716, 717, 736, 738, 1152, 1163, 1261, 1417, 1418, 1421], "krakauer": 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1421, 1426], "manag": [93, 94, 101, 112, 229, 682, 693, 1411, 1420, 1421, 1434], "privat": [93, 101, 1045, 1421, 1422, 1430, 1434], "tracker": [93, 98, 101, 108], "wiki": [93, 113, 121, 122, 133, 212, 227, 231, 283, 284, 294, 342, 343, 427, 456, 471, 478, 485, 486, 490, 492, 592, 678, 697, 698, 706, 712, 734, 763, 769, 784, 1212, 1225, 1249, 1250, 1251, 1252, 1254, 1255, 1256, 1257, 1262, 1263, 1264, 1265, 1267, 1268, 1269, 1270], "channel": 93, "honor": 93, "particip": [93, 101, 359, 521, 571], "formal": [93, 101, 115, 133, 221, 290, 344, 623, 689, 690, 691], "claim": [93, 95, 1265], "affili": [93, 258, 259, 260, 287, 289, 1171], "role": [93, 104, 357, 1205, 1208, 1272, 1416], "exhaust": [93, 181, 377, 873, 916, 954, 998, 1141, 1302], "distil": 93, "understand": [93, 101, 102, 110, 133, 386, 762, 1302, 1414], "collabor": [93, 111, 129, 285, 328], "environ": [93, 94, 98, 100, 111, 112, 375, 566, 1041, 1045, 1127, 1128, 1129, 1416, 1420], "spirit": 93, "much": [93, 95, 103, 111, 386, 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"disagr": [100, 101], "escal": [100, 101], "controversi": [100, 108], "ultim": 100, "practic": [100, 211, 221, 483, 484, 496, 621, 655, 1334, 1414], "precis": [100, 313, 570, 574, 583, 1275, 1404, 1418], "natur": [100, 103, 110, 378, 445, 468, 587, 589, 620, 755, 1160, 1223, 1231, 1247, 1302, 1332, 1402, 1419], "utf": [100, 268, 269, 1339, 1340, 1343, 1344, 1345, 1346, 1347, 1350, 1361, 1364, 1374, 1377, 1378, 1381, 1382, 1395, 1415], "restructuredtext": 100, "restructuredtextprim": 100, "dd": [100, 105, 1097], "mmm": 100, "yyyi": [100, 105], "dom": 100, "ain": 100, "separ": [100, 103, 106, 107, 153, 158, 159, 196, 215, 216, 259, 266, 267, 268, 269, 300, 323, 345, 429, 430, 456, 466, 760, 856, 858, 859, 886, 901, 903, 904, 925, 937, 939, 940, 968, 983, 985, 986, 1008, 1048, 1115, 1119, 1199, 1201, 1222, 1331, 1337, 1338, 1339, 1340, 1341, 1342, 1343, 1344, 1345, 1346, 1375, 1376, 1377, 1378, 1404, 1415, 1416, 1421, 1422, 1434, 1436], "older": 100, "brows": 100, "colgat": [101, 111], "deadlock": 101, "websit": [101, 107, 1171, 1390, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435], "ongo": [101, 1414], "trust": [101, 1389, 1391], "cast": [101, 102, 1421, 1431], "vote": [101, 339, 1421], "therebi": 101, "adher": 101, "nomin": 101, "lazi": [101, 327, 1289, 1290], "unanim": 101, "agreement": [101, 1208], "initi": [101, 103, 142, 231, 232, 283, 316, 325, 326, 340, 375, 379, 380, 468, 497, 513, 514, 527, 537, 617, 694, 721, 735, 798, 852, 897, 933, 979, 1040, 1042, 1043, 1105, 1108, 1111, 1120, 1191, 1192, 1193, 1194, 1229, 1233, 1240, 1284, 1285, 1302, 1308, 1329, 1403, 1404, 1415, 1420, 1421, 1422, 1423], "voic": 101, "smooth": 101, "strateg": 101, "plan": [101, 106, 1403, 1414, 1416, 1422], "fund": [101, 1423, 1434], "theirs": 101, "pursu": 101, "pictur": [101, 1127, 1128, 1129], "perspect": [101, 105, 1201, 1332], "timefram": 101, "entiti": [101, 1351, 1354, 1355, 1356, 1390, 1436], "occasion": [101, 231], "seek": [101, 764, 1358, 1360, 1384, 1386, 1395], "tri": [101, 113, 345, 382, 933, 979, 1042, 1043, 1181, 1187, 1231, 1243, 1244, 1413], "distinguish": [101, 936, 965, 982, 1005, 1043], "fundament": [101, 108, 111, 340, 451, 620, 621, 1223, 1422], "flaw": 101, "forward": [101, 106, 218, 452, 713, 719, 720], "typo": [101, 1405, 1415, 1416, 1417, 1420, 1421, 1422, 1423, 1425, 1426, 1428, 1430, 1434], "land": 101, "outlin": [101, 250, 338, 464, 1416], "templat": [101, 1422], "taken": [101, 102, 146, 149, 208, 445, 452, 719, 720, 751, 763, 894, 930, 976, 1013, 1120, 1418], "suffici": [101, 102, 1332], "scikit": [101, 104, 110], "expos": [102, 376, 1414], "nodeview": [102, 185, 393, 600, 601, 603, 604, 605, 606, 697, 875, 918, 957, 1001, 1039, 1091, 1355, 1368, 1413, 1416], "nodedataview": [102, 185, 393, 593, 594, 602, 875, 918, 957, 1001, 1223, 1436], "edgeview": [102, 592, 593, 594, 600, 601, 602, 603, 604, 605, 606, 614, 626, 772, 912, 1039, 1091, 1101, 1413, 1422], "edgedataview": [102, 169, 190, 867, 880, 912, 948, 962, 994, 1101, 1223, 1368, 1421, 1436], "semant": [102, 533, 543, 764, 1412, 1414], "inher": [102, 221, 429], "impli": [102, 111, 133, 221, 313, 315, 329, 457, 468, 513, 514, 547, 1302], "element": [102, 103, 231, 232, 271, 292, 293, 312, 352, 373, 393, 459, 466, 520, 561, 562, 580, 581, 582, 588, 642, 658, 673, 675, 677, 679, 730, 732, 741, 751, 754, 1039, 1041, 1051, 1052, 1053, 1054, 1090, 1091, 1141, 1143, 1179, 1212, 1217, 1218, 1223, 1243, 1244, 1246, 1255, 1278, 1283, 1284, 1285, 1288, 1293, 1294, 1302, 1308, 1309, 1317, 1324, 1329, 1361, 1364, 1367, 1368, 1414], "intend": [102, 105, 108, 112, 329, 569, 1041, 1045, 1275, 1302, 1402], "impos": [102, 104, 547, 793], "due": [102, 103, 110, 232, 265, 442, 583, 585, 628, 629, 1223, 1414, 1421, 1423, 1432, 1434], "bit": [102, 210, 212, 213, 455, 513, 514, 788, 1351, 1354, 1355, 1356, 1390, 1420, 1434], "lot": [102, 106, 454, 1332, 1414], "screen": 102, "instinct": 102, "error": [102, 103, 153, 158, 159, 196, 281, 289, 297, 312, 325, 416, 424, 473, 474, 475, 476, 477, 491, 499, 503, 506, 507, 510, 558, 559, 560, 566, 568, 583, 586, 655, 662, 669, 677, 678, 798, 856, 858, 859, 886, 901, 903, 904, 925, 937, 939, 940, 968, 983, 985, 986, 1008, 1040, 1046, 1120, 1150, 1405, 1410, 1413, 1415, 1416, 1420, 1421, 1422, 1423, 1426, 1428, 1434], "definit": [102, 133, 236, 239, 244, 290, 292, 293, 304, 324, 344, 358, 400, 437, 439, 466, 469, 551, 552, 553, 610, 620, 621, 622, 627, 678, 687, 689, 702, 737, 739, 793, 1198, 1199, 1203, 1223, 1241, 1293, 1332, 1415, 1422, 1436], "coupl": [102, 103, 133, 1263, 1411, 1413], "realis": 102, "But": [102, 103, 108, 144, 171, 239, 244, 257, 278, 279, 282, 298, 299, 585, 798, 868, 913, 1015, 1016, 1021, 1022, 1023, 1024, 1025, 1040, 1042, 1043, 1097, 1334, 1402, 1434], "seem": [102, 103, 299, 308, 793, 1240], "eas": [102, 108, 1418], "idiom": [102, 160, 191, 201, 860, 881, 890, 905, 941, 963, 972, 987, 1302, 1403, 1413, 1420], "subscript": [102, 152, 160, 201, 798, 855, 860, 890, 900, 905, 936, 941, 972, 982, 987, 1040, 1042, 1043, 1403, 1436], "repr": [102, 1353, 1422], "4950": [102, 1423], "traceback": [102, 452, 466, 586, 654, 660, 1308, 1309], "recent": [102, 439, 452, 466, 586, 654, 660, 966, 1006, 1308, 1309, 1420], "typeerror": [102, 384, 466, 1212, 1308, 1413], "opaqu": 102, "ambigu": [102, 104, 116, 253, 254, 466, 764, 1046, 1415], "ambigi": 102, "counter": [102, 154, 359], "nativ": [102, 110], "caveat": 102, "nodes_it": [102, 1413, 1416], "toward": [102, 687, 1416, 1422, 1434], "inner": [102, 231, 232, 382, 798, 1015, 1016, 1021, 1022, 1023, 1024, 1025, 1040, 1042, 1043, 1089], "synonym": 102, "primarili": [102, 1436], "becam": [102, 1420], "concept": [102, 133, 221, 311, 429, 690, 1046], "intuit": [102, 110], "On": [102, 106, 157, 218, 295, 298, 299, 307, 308, 316, 382, 407, 408, 516, 517, 520, 595, 857, 902, 938, 984, 1186, 1208, 1230, 1234, 1238], "front": [102, 621, 1039, 1091], "constuct": 102, "indx": 102, "desir": [102, 103, 143, 144, 205, 348, 349, 424, 427, 428, 600, 631, 649, 893, 975, 1088, 1097, 1105, 1106, 1108, 1127, 1128, 1156, 1158, 1163, 1165, 1166, 1169, 1171, 1193, 1224, 1226, 1227, 1240, 1287, 1362, 1363, 1423, 1436], "prelimanari": 102, "impelement": 102, "4086": 102, "rid": [102, 1422], "getitem": 102, "dunder": [102, 108, 1302, 1422], "isinst": [102, 104, 466, 1089, 1420, 1421, 1422], "_node": [102, 1431], "exclus": [102, 451, 478], "necess": 102, "unhash": [102, 1413], "impel": 102, "insipir": 102, "colon": [102, 1430], "syntax": [102, 103, 172, 798, 869, 914, 950, 996, 1040, 1042, 1043, 1129, 1302, 1390, 1391, 1419, 1421], "introspect": 102, "neither": [102, 111, 306, 429, 627, 637, 638, 673, 674, 675, 676, 678, 702, 750], "downsid": 102, "drawback": 102, "discover": 102, "complic": [102, 1302, 1332], "nix": 102, "background": 102, "pertain": 102, "arguabl": [102, 103], "overrid": [102, 673, 674, 675, 676, 1127, 1128, 1129, 1420], "mix": [102, 237, 238, 239, 242, 243, 244, 245, 246, 249, 447, 760, 1103, 1347, 1348, 1350, 1361, 1362, 1363, 1364, 1389, 1391, 1402, 1415, 1416, 1420], "pervas": 102, "unforeseen": 102, "preced": [102, 153, 158, 466, 600, 705, 856, 858, 901, 903, 937, 939, 983, 985, 1048, 1369, 1370], "un": [102, 466, 734, 1416, 1422], "sliceabl": 102, "notabl": [102, 1045], "dict_kei": [102, 1309, 1423], "dict_valu": [102, 381, 1413, 1422], "cpython": [102, 108, 431, 498, 1041, 1411, 1422], "consider": [102, 104, 325, 326, 348, 349, 355, 527, 537, 557, 673, 674, 675, 676, 734, 762, 1174, 1422], "cours": [102, 106, 218, 620, 1332, 1436], "action": [102, 107, 1045, 1422, 1426, 1434], "allevi": 102, "dig": 102, "enough": [102, 470, 511, 1171, 1387], "satisfactorili": 102, "reconsid": [102, 1421], "went": [102, 504], "ahead": 102, "4300": [102, 1422], "4304": [102, 1422], "path_edg": 103, "former": [103, 104, 793], "stylist": 103, "creation": [103, 108, 111, 250, 276, 790, 1160, 1176, 1230, 1234, 1236, 1238, 1331, 1408, 1413, 1416, 1417, 1418, 1419, 1420, 1421, 1422, 1423, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433, 1434, 1435], "cleaner": [103, 1410, 1415], "creativ": [103, 466, 468], "demand": [103, 498, 499, 503, 506, 507, 510], "had": [103, 654, 1223, 1302, 1418, 1425], "node_iter": 103, "isn": [103, 348, 349, 722, 1337, 1340, 1415, 1423, 1434], "leav": [103, 232, 390, 502, 510, 586, 587, 588, 589, 680, 1151, 1161, 1302, 1413, 1418, 1436], "dg": [103, 208, 323, 457, 458, 459, 460, 461, 463, 464, 466, 467, 468, 469, 470, 471, 894, 930, 976, 1013, 1044, 1413, 1436], "mdg": [103, 208, 894, 930, 976, 1013, 1429], "customgraph": 103, "elist": [103, 1332], "isol": [103, 357, 382, 437, 493, 494, 524, 526, 623, 737, 739, 760, 1224, 1331, 1336, 1407, 1410, 1415, 1416, 1426], "ekei": [103, 208, 894, 930, 936, 976, 982, 1013, 1087, 1107], "protocol": [103, 1413], "hashabl": [103, 145, 152, 157, 172, 181, 268, 547, 548, 549, 550, 763, 798, 855, 857, 869, 873, 900, 902, 914, 916, 936, 938, 949, 950, 954, 965, 982, 984, 995, 996, 998, 1005, 1040, 1041, 1042, 1043, 1090, 1213, 1284, 1285, 1301, 1316, 1330, 1332, 1339, 1343, 1344, 1436], "logic": [103, 104, 221, 762, 764, 1304, 1415, 1416, 1428, 1434], "denot": [103, 115, 213, 220, 300, 301, 323, 569, 570, 571, 572, 573, 574, 575, 610, 621, 689, 690, 691, 692, 693, 1127, 1128, 1129, 1180], "multiedg": [103, 555, 936, 982, 1042, 1043, 1088, 1332, 1362, 1363, 1402, 1415, 1421, 1423], "attrdict": [103, 158, 858, 903, 939, 985, 1415], "edge_kei": [103, 491, 1042, 1043, 1103, 1107, 1422], "networkxinvalidedgelist": 103, "flexibl": [103, 111, 469, 1332, 1390, 1391, 1404, 1410, 1415, 1416, 1420, 1436], "wheel": [103, 107, 1169, 1267, 1420, 1430, 1434], "spoke": 103, "wheel_graph": [103, 343, 673, 674, 676], "star": [103, 261, 301, 617, 628, 629, 781, 1057, 1157, 1166, 1229, 1233, 1403, 1413, 1415, 1416, 1420], "mycustomgraph": 103, "configuration_model_graph": 103, "deg_sequ": [103, 517, 519, 520, 1181, 1182, 1183, 1184, 1186, 1228], "graph_build": 103, "py_random_st": [103, 104, 1302, 1305, 1414, 1434], "extended_barabasi_albert_graph": 103, "node_and_edge_build": 103, "ladder_graph": 103, "incompat": [103, 1205, 1411, 1412, 1415], "thrust": 103, "incept": 103, "attach": [103, 215, 275, 359, 571, 573, 623, 1039, 1091, 1125, 1188, 1191, 1229, 1233, 1235, 1332, 1436], "presum": [103, 1303], "rewritten": [103, 1404, 1411, 1415], "gradual": 103, "accomplish": [103, 110, 1171], "wrap": [103, 1048, 1050, 1127, 1129, 1302, 1307, 1310], "custom_graph": 103, "ichain": 103, "tripl": [103, 115, 250, 251, 713, 1420], "overli": 103, "empty_graph": [103, 755, 1060, 1164, 1303, 1329, 1415, 1418, 1419], "3036": 103, "1393": 103, "canon": [103, 686, 732, 1421], "huge": 103, "path_edgelist": 103, "disallow": [103, 798, 1040, 1042, 1043, 1193, 1426], "2022": [104, 106, 695, 1423, 1424, 1425, 1426, 1427, 1428, 1429, 1430, 1431, 1432, 1433], "pseudo": [104, 105, 678, 1326, 1327, 1414, 1416], "nep19": 104, "legaci": [104, 1404, 1411, 1417], "randomst": [104, 1103, 1114, 1120, 1305, 1307, 1310, 1311, 1334, 1414, 1418], "statist": [104, 111, 129, 275, 360, 385, 387, 440, 1228, 1334, 1414], "strategi": [104, 124, 223, 364, 368, 372, 455], "engin": [104, 108, 731, 733, 1421], "modern": [104, 111, 1414], "prng": 104, "np_random_st": [104, 1307, 1414, 1423], "random_st": [104, 209, 214, 218, 223, 224, 228, 231, 232, 272, 273, 275, 276, 297, 298, 307, 370, 375, 379, 380, 382, 383, 591, 627, 683, 684, 685, 686, 688, 694, 695, 696, 703, 724, 740, 749, 1170, 1171, 1174, 1175, 1176, 1177, 1179, 1181, 1183, 1185, 1187, 1188, 1189, 1190, 1191, 1192, 1193, 1194, 1199, 1201, 1202, 1203, 1204, 1205, 1208, 1209, 1210, 1211, 1216, 1228, 1229, 1230, 1231, 1232, 1233, 1234, 1235, 1236, 1237, 1238, 1239, 1240, 1241, 1242, 1243, 1244, 1245, 1246, 1247, 1275, 1279, 1281, 1282, 1283, 1302, 1305, 1307, 1310, 1311, 1325, 1334, 1423, 1434], "mtrand": 104, "12345": [104, 1307, 1414], "rng": [104, 1044, 1103, 1305, 1307, 1334, 1414, 1418], "default_rng": [104, 1044, 1414, 1423], "_gener": 104, "stream": [104, 1414], "slight": 104, "guarante": [104, 128, 134, 185, 211, 216, 217, 236, 282, 312, 340, 382, 424, 467, 499, 503, 506, 507, 510, 513, 514, 551, 552, 553, 566, 568, 591, 655, 662, 669, 724, 730, 732, 875, 918, 957, 1001, 1103, 1122, 1123, 1126, 1187, 1247, 1300, 1414], "upheld": 104, "exact": [104, 126, 211, 216, 217, 239, 270, 272, 274, 277, 673, 674, 675, 676, 693, 782, 1181, 1183, 1228, 1411, 1414], "instanti": [104, 1302, 1403, 1436], "num": 104, "uniform": [104, 567, 568, 627, 740, 1187, 1199, 1211, 1242, 1245, 1325, 1418, 1421], "92961609": 104, "31637555": 104, "18391881": 104, "20456028": 104, "56772503": 104, "5955447": 104, "96451452": 104, "6531771": 104, "74890664": 104, "65356987": 104, "22733602": 104, "31675834": 104, "79736546": 104, "67625467": 104, "39110955": 104, "33281393": 104, "59830875": 104, "18673419": 104, "67275604": 104, "94180287": 104, "recov": [104, 359, 731, 733, 1278, 1353, 1354, 1355, 1411, 1414, 1429], "create_random_st": [104, 1305], "randint": [104, 1103], "create_py_random_st": [104, 1307, 1421, 1425], "attributeerror": 104, "compatibl": 104, "pythonrandominterfac": [104, 1307, 1310], "_rand": 104, "implicitli": 104, "16988": 104, "14042": 104, "higher": [104, 259, 298, 300, 305, 307, 315, 317, 321, 322, 323, 329, 330, 333, 380, 522, 523, 618, 705, 1063, 1191, 1240], "constraint": [104, 618, 690, 691, 695, 696, 760, 793, 1422], "releat": 104, "slep": 104, "quit": [104, 468, 1085, 1171, 1240, 1402, 1436], "encapsul": 104, "valueerror": [104, 227, 281, 348, 349, 385, 424, 427, 428, 472, 586, 596, 597, 598, 599, 610, 634, 635, 637, 638, 662, 663, 664, 688, 751, 754, 1105, 1110, 1117, 1119, 1120, 1191, 1212, 1280, 1309, 1317, 1325, 1351, 1352, 1353, 1354, 1355, 1356, 1357, 1359, 1360, 1385, 1422], "captur": [104, 1422], "reorgan": [104, 1422], "quo": 104, "perpetu": [104, 333], "toggl": 104, "backend": [104, 1014, 1331, 1422, 1434], "pkg": 104, 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1041, 1069, 1118, 1268, 1331, 1404, 1411, 1415, 1422], "auxgraph": [144, 425], "node_partit": 145, "permut": [145, 370, 454, 455, 457, 468, 750, 1291, 1326, 1327], "frozenset": [145, 268, 341, 385, 588, 590, 754, 1171, 1339, 1343, 1344, 1421], "abc": [145, 547, 1160, 1212, 1309, 1421, 1422], "interchang": [145, 364], "bool": [146, 147, 149, 150, 166, 169, 172, 177, 185, 190, 197, 205, 209, 233, 238, 239, 243, 244, 246, 250, 251, 259, 266, 267, 268, 269, 273, 276, 287, 288, 289, 292, 295, 296, 297, 298, 299, 300, 302, 303, 306, 307, 308, 309, 310, 311, 315, 316, 323, 325, 326, 327, 328, 329, 332, 345, 352, 357, 364, 395, 396, 397, 398, 399, 400, 441, 456, 464, 465, 469, 481, 482, 490, 491, 493, 496, 500, 501, 511, 512, 515, 516, 517, 518, 519, 520, 522, 523, 524, 547, 564, 566, 580, 581, 582, 583, 590, 615, 616, 618, 619, 624, 625, 627, 642, 654, 665, 675, 681, 687, 692, 698, 700, 701, 702, 706, 710, 721, 725, 726, 727, 728, 730, 732, 735, 736, 737, 738, 739, 740, 742, 743, 744, 745, 864, 867, 869, 872, 875, 880, 887, 893, 909, 912, 914, 918, 929, 933, 945, 948, 950, 953, 957, 962, 969, 975, 979, 991, 994, 996, 1001, 1042, 1043, 1048, 1060, 1071, 1073, 1074, 1075, 1087, 1094, 1100, 1119, 1127, 1129, 1139, 1140, 1141, 1142, 1175, 1185, 1191, 1195, 1215, 1217, 1218, 1219, 1221, 1230, 1234, 1236, 1237, 1238, 1281, 1282, 1283, 1284, 1285, 1288, 1301, 1302, 1313, 1315, 1318, 1341, 1342, 1343, 1345, 1347, 1348, 1350, 1359, 1360, 1361, 1362, 1363, 1364, 1366, 1370, 1385, 1386, 1387, 1388], "account": [146, 149, 400, 450, 751, 763, 1276, 1402, 1422], "graph_nod": [146, 149], "subgraph_nod": [146, 149], "find_isomorph": [148, 151], "induc": [149, 168, 200, 212, 227, 344, 390, 394, 408, 429, 438, 439, 472, 489, 496, 497, 500, 501, 504, 505, 508, 509, 511, 512, 514, 588, 591, 754, 763, 764, 866, 889, 911, 927, 947, 971, 993, 1010, 1041, 1064, 1069, 1090, 1105, 1106, 1108, 1195, 1289, 1290, 1402], "u_of_edg": [152, 855, 900], "v_of_edg": [152, 855, 900], "capac": [152, 266, 297, 302, 303, 304, 309, 310, 324, 413, 414, 417, 418, 419, 420, 421, 432, 433, 496, 497, 498, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 760, 855, 900, 936, 982, 1341, 1411], "342": [152, 855, 900, 936, 982, 1261], "ebunch_to_add": [153, 159, 856, 859, 901, 904, 937, 940, 983, 986], "add_weighted_edges_from": [153, 230, 231, 232, 327, 510, 583, 632, 659, 661, 723, 856, 901, 937, 983, 1073, 1332, 1413, 1416, 1436], "runtimeerror": [153, 158, 159, 196, 466, 467, 468, 856, 858, 859, 886, 901, 903, 904, 925, 937, 939, 940, 968, 983, 985, 986, 1008], "happen": [153, 158, 159, 196, 382, 586, 856, 858, 859, 886, 901, 903, 904, 925, 937, 939, 940, 968, 983, 985, 986, 1008, 1412, 1413, 1434], "iterator_of_edg": [153, 159, 856, 859, 901, 904, 937, 940, 983, 986], "wn2898": [153, 856, 901, 937, 983], "wrong": [153, 158, 159, 724, 856, 858, 859, 901, 903, 904, 937, 939, 940, 983, 985, 986, 1415, 1420, 1425, 1434], "start_nod": [154, 155, 156], "end_nod": [154, 155, 156], "reference_neighbor": [154, 155], "half": [154, 155, 156, 165, 178, 184, 207, 298, 299, 617, 655], "clockwis": [154, 155, 170, 183, 198, 617], "networkxexcept": [154, 155, 162, 333, 590, 595, 726, 728, 1046, 1113, 1144, 1186, 1331], "add_half_edge_cw": [154, 156, 165, 617], "connect_compon": [154, 155, 156, 617], "add_half_edge_first": [154, 155, 165, 617], "add_half_edge_ccw": [155, 156, 165, 617], "node_for_ad": [157, 857, 902, 938, 984], "mutabl": [157, 857, 902, 938, 984, 1064, 1069, 1085, 1088, 1089], "hash": [157, 513, 514, 760, 857, 902, 938, 984, 1330, 1331, 1423, 1436], "hello": [157, 158, 857, 858, 902, 903, 938, 939, 984, 985, 1309], "k3": [157, 158, 857, 858, 902, 903, 938, 939, 984, 985, 1223], "utm": [157, 857, 902, 938, 984], "382871": [157, 857, 902, 938, 984], "3972649": [157, 857, 902, 938, 984], "nodes_for_ad": [158, 858, 903, 939, 985], "iterator_of_nod": [158, 196, 858, 886, 903, 925, 939, 968, 985, 1008], "datadict": [160, 191, 201, 208, 736, 738, 860, 881, 890, 894, 905, 930, 941, 963, 972, 976, 1013, 1087, 1318, 1332], "foovalu": [160, 191, 201, 860, 881, 890, 905, 941, 972], "nbrdict": [161, 861, 906, 942, 988, 1022, 1097], "fulfil": [162, 617], "cw": [162, 617], "ccw": [162, 617], "planar": [162, 616, 618, 619, 760, 1113, 1144, 1249, 1252, 1253, 1255, 1331, 1418, 1419], "first_nbr": [162, 617], "invalid": [162, 617, 1422], "alter": [164, 863, 908, 944, 990], "afterward": 165, "as_view": [166, 203, 205, 864, 892, 893, 909, 928, 929, 945, 974, 975, 991, 1011, 1012, 1092, 1093], "shallow": [166, 203, 205, 285, 286, 287, 288, 289, 864, 892, 893, 909, 928, 929, 945, 974, 975, 991, 1011, 1012, 1403], "deepcopi": [166, 203, 205, 864, 892, 893, 909, 928, 929, 945, 974, 975, 991, 1011, 1012, 1418], "__class__": [166, 200, 864, 889, 909, 927, 945, 971, 991, 1010, 1413, 1416, 1418, 1419, 1420], "fresh": [166, 864, 909, 945, 991, 1413], "inspir": [166, 231, 232, 344, 683, 864, 909, 945, 991, 1232, 1329, 1413], "deep": [166, 203, 205, 864, 892, 893, 909, 928, 929, 945, 974, 975, 991, 1011, 1012, 1271, 1403], "degreeview": [167, 865, 910, 946, 952, 992, 1413, 1436], "didegreeview": [167, 865], "outedgeview": [169, 190, 469, 470, 615, 749, 752, 867, 880, 1038, 1086, 1413, 1427], "ddict": [169, 177, 185, 190, 867, 872, 875, 880, 912, 918, 948, 953, 957, 962, 994, 1001], "in_edg": [169, 190, 867, 880, 948, 962, 1413, 1415, 1416], "out_edg": [169, 867, 948, 1065, 1413, 1415, 1416, 1436], "quietli": [169, 190, 867, 880, 912, 948, 962, 994, 1090, 1436], "outedgedataview": [169, 190, 867, 880, 1413, 1420], "set_data": 170, "edge_dict": [171, 868, 913, 949, 995], "safe": [171, 868, 913, 1413, 1421], "edge_ind": [172, 869, 914, 950, 996], "data_dictionari": [172, 869, 914], "simpler": [173, 185, 870, 875, 915, 918, 951, 957, 997, 1001, 1415, 1416, 1426], "indegreeview": [176, 871, 1413], "deg": [176, 189, 244, 260, 358, 363, 687, 871, 879, 952, 961, 1171, 1185, 1228, 1413], "inedgeview": [177, 872, 1413], "inedgedataview": [177, 872], "silent": [181, 194, 196, 321, 873, 884, 886, 916, 923, 925, 954, 966, 968, 998, 1006, 1008, 1088, 1089, 1133, 1359, 1360, 1365, 1369, 1415, 1422], "niter": [181, 683, 684, 685, 686, 853, 873, 898, 916, 934, 954, 980, 998, 1423], "__iter__": [181, 873, 916, 954, 998, 1309], "nodedata": [185, 875, 918, 957, 1001], "5pm": [185, 798, 875, 918, 957, 1001, 1040, 1042, 1043, 1403, 1436], "Not": [185, 381, 434, 435, 436, 437, 438, 439, 440, 478, 875, 918, 957, 1001, 1120, 1222], "nedg": [186, 590, 876, 919, 958, 1002], "__len__": [187, 188, 877, 878, 920, 921, 959, 960, 1003, 1004], "outdegreeview": [189, 879], "Will": [194, 364, 607, 609, 612, 884, 923, 966, 1006, 1413, 1423], "get_data": [198, 618], "inplac": [200, 692, 889, 927, 971, 1010, 1069, 1402], "reduct": [200, 471, 620, 788, 889, 927, 971, 1010, 1069, 1326, 1327, 1422, 1423], "sg": [200, 889, 927, 971, 1010], "largest_wcc": [200, 889, 927, 971, 1010], "is_multigraph": [200, 760, 889, 927, 971, 1010, 1160, 1421], "keydict": [200, 208, 889, 894, 927, 930, 971, 976, 1010, 1013, 1042, 1043], "contrast": [203, 205, 302, 303, 309, 310, 892, 893, 928, 929, 974, 975, 1011, 1012, 1069, 1239, 1247, 1436], "reciproc": [205, 300, 321, 323, 358, 413, 432, 449, 478, 622, 760, 893, 975, 1331, 1425, 1434], "mark_half_edg": 207, "li": [207, 621, 672, 677, 687, 777, 1213, 1216, 1434], "straightforward": [208, 894, 930, 976, 1013], "slightli": [208, 328, 439, 522, 523, 583, 894, 930, 976, 1013, 1171, 1332, 1413, 1416, 1421, 1423, 1434], "singleton": [208, 358, 590, 894, 930, 976, 1013, 1224, 1257, 1416], "preserve_attr": [209, 725, 726, 727, 728], "optimum": [209, 232, 585, 722, 724, 793, 1404, 1415], "arboresc": [209, 462, 721, 722, 724, 726, 728, 742, 745, 760, 1278, 1404, 1415], "span": [209, 227, 228, 229, 296, 510, 620, 621, 626, 721, 722, 724, 726, 728, 734, 735, 736, 737, 738, 739, 740, 760, 1403, 1406, 1415, 1416, 1429], "max_ind_cliqu": 210, "networkxnotimpl": [210, 211, 212, 213, 221, 225, 228, 294, 295, 296, 319, 320, 322, 330, 345, 381, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 409, 424, 426, 427, 428, 429, 431, 457, 459, 460, 461, 462, 470, 483, 484, 502, 591, 592, 610, 682, 734, 1046, 1222, 1281, 1282, 1304, 1331, 1359, 1360, 1385, 1416, 1417], "boppana": [210, 212, 213], "halld\u00f3rsson": [210, 212, 213], "1992": [210, 212, 213, 519, 520, 1416], "exclud": [210, 212, 213, 216, 217, 262, 263, 455, 690, 721, 725, 726, 727, 728, 735, 753, 1039, 1041, 1091, 1223, 1421], "180": [210, 212, 213, 239, 1434], "196": [210, 212, 213], "heurist": [211, 221, 229, 234, 235, 379, 382, 383, 429, 496, 511, 628, 629, 654, 665, 705, 760, 1179, 1326, 1327, 1331, 1404, 1417, 1421, 1422], "max_cliqu": 211, "rigor": 211, "pattabiraman": 211, "bharath": 211, "massiv": [211, 218], "421": 211, "1080": [211, 298, 299, 307, 308, 331], "15427951": 211, "986778": 211, "apx": [212, 213], "subseteq": [212, 281, 290, 620, 677], "omega": [212, 760, 784, 1423], "maximum_cliqu": 212, "1007": [212, 227, 297, 302, 303, 304, 309, 310, 324, 325, 326, 343, 433, 453, 500, 576, 1150, 1187], "bf01994876": 212, "iset": 213, "trial": [214, 231, 232, 1201, 1243, 1244], "estim": [214, 225, 298, 307, 314, 566, 627, 628, 629, 784, 1286, 1416], "coeffici": [214, 249, 261, 262, 263, 264, 290, 357, 358, 360, 572, 620, 621, 627, 684, 686, 780, 784, 1406, 1407, 1408, 1415, 1422], "fraction": [214, 258, 260, 287, 290, 298, 300, 305, 307, 316, 318, 319, 320, 322, 323, 328, 330, 332, 358, 360, 361, 521, 1127, 1129, 1171, 1240], "schank": 214, "thoma": [214, 753, 1416, 1418, 1422], "dorothea": [214, 1174], "wagner": [214, 431, 760, 1174, 1411, 1415], "universit\u00e4t": 214, "karlsruh": 214, "fakult\u00e4t": 214, "f\u00fcr": 214, "informatik": [214, 414], "5445": 214, "ir": [214, 608], "1000001239": 214, "erdos_renyi_graph": [214, 1230, 1238, 1332, 1415, 1436], "cutoff": [215, 216, 311, 328, 385, 412, 413, 414, 420, 421, 496, 497, 500, 501, 512, 639, 640, 642, 643, 644, 645, 646, 649, 650, 651, 658, 662, 663, 664, 669, 670, 671, 679, 680, 1240, 1407, 1411, 1415, 1422, 1425, 1433, 1434], "distinct": [215, 216, 256, 282, 289, 354, 393, 454, 455, 462, 580, 597, 610, 620, 702, 703, 736, 737, 738, 739, 791, 1156, 1250, 1277, 1329, 1332, 1334, 1404, 1426], "nonadjac": [215, 216, 482, 586, 587, 589], "cutset": [215, 216, 416, 417, 418, 419, 429, 430, 502, 508, 760], "menger": [215, 216, 217], "theorem": [215, 216, 217, 221, 236, 282, 312, 313, 323, 413, 508, 509, 516, 519, 520, 620, 1196, 1211], "local_node_connect": [215, 217, 410, 411, 412, 413, 415], "node_connect": [215, 216, 411, 412, 413, 414, 416, 417, 418, 419, 421, 429, 430, 1411], "dougla": [215, 216, 217, 221, 1422, 1434], "eclect": [215, 216, 217], "ss": [215, 216, 217], "uci": [215, 216, 217, 469, 706, 708, 709, 710, 712, 736, 738], "drwhite": [215, 216, 217], "pprint": [215, 348, 579, 713], "all_pairs_node_connect": [216, 217, 1411, 1433], "bf": [216, 217, 218, 365, 590, 706, 708, 709, 710, 719, 1406, 1410, 1415, 1418, 1421, 1422, 1434], "lose": [216, 798, 1040, 1042, 1043], "accuraci": [216, 313, 788], "platon": [216, 217, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 1251, 1254, 1260, 1263, 1267, 1269], "octahedr": [216, 217, 1263], "octahedral_graph": [216, 217], "vari": [218, 239, 244, 375, 380, 571, 697], "sweep": [218, 1421], "dsweep": 218, "a_1": [218, 479, 1127, 1128, 1129], "a_2": 218, "magnien": [218, 261, 262, 263, 290], "cl\u00e9menc": [218, 261, 262, 263, 290], "matthieu": [218, 261, 262, 263, 275, 290], "latapi": [218, 261, 262, 263, 275, 290], "michel": 218, "habib": 218, "empir": 218, "tight": 218, "jea": 218, "0904": 218, "2728": 218, "crescenzi": 218, "pierluigi": 218, "roberto": 218, "grossi": 218, "leonardo": 218, "lanzi": 218, "andrea": [218, 1171, 1422], "marino": 218, "symposium": [218, 621, 1192, 1201, 1245], "berlin": [218, 522, 523, 1422], "heidelberg": [218, 522, 523], "ut": 218, "ee": [218, 314], "mtat": 218, "238": 218, "2014_fall": 218, "domin": [219, 220, 312, 412, 416, 483, 484, 485, 486, 760, 1331, 1404, 1409, 1415, 1416], "opt": [219, 222, 1434], "min_weight_dominating_set": 220, "vazirani": [220, 222], "vijai": [220, 222, 519], "min_dens": 221, "95": [221, 327, 592, 1289, 1290, 1390], "nest": [221, 429, 730, 732, 793, 1041, 1048, 1064, 1097, 1302, 1314, 1354, 1361, 1362, 1363, 1364, 1391, 1415], "forth": [221, 429], "relax": [221, 228, 1177, 1422], "narrow": [221, 1171], "whitnei": 221, "bicompon": [221, 389, 391, 392, 396], "ferraro": [221, 429], "cohes": [221, 429, 439], "1503": [221, 429], "04476v1": [221, 429], "santaf": 221, "ind": 221, "embedded": [221, 306, 429], "sociolog": [221, 429, 750], "68": [221, 429], "2307": [221, 298, 1261], "3088904": 221, "petersen": [221, 429, 763, 1257, 1262, 1265], "triconnect": [221, 429], "apxa": 221, "petersen_graph": [221, 382, 429, 494, 763, 1122, 1123, 1436], "fo": 222, "initial_cut": 223, "highest": [223, 270, 274, 277, 339, 359, 376, 389, 391, 392, 396, 430, 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"christofides": [[229, "christofides"]], "greedy_tsp": [[230, "greedy-tsp"]], "simulated_annealing_tsp": [[231, "simulated-annealing-tsp"]], "threshold_accepting_tsp": [[232, "threshold-accepting-tsp"]], "traveling_salesman_problem": [[233, "traveling-salesman-problem"]], "treewidth_min_degree": [[234, "treewidth-min-degree"]], "treewidth_min_fill_in": [[235, "treewidth-min-fill-in"]], "min_weighted_vertex_cover": [[236, "min-weighted-vertex-cover"]], "attribute_assortativity_coefficient": [[237, "attribute-assortativity-coefficient"]], "attribute_mixing_dict": [[238, "attribute-mixing-dict"]], "attribute_mixing_matrix": [[239, "attribute-mixing-matrix"]], "average_degree_connectivity": [[240, "average-degree-connectivity"]], "average_neighbor_degree": [[241, "average-neighbor-degree"]], "degree_assortativity_coefficient": [[242, "degree-assortativity-coefficient"]], "degree_mixing_dict": [[243, "degree-mixing-dict"]], "degree_mixing_matrix": [[244, "degree-mixing-matrix"]], 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"complete_to_chordal_graph": [[343, "complete-to-chordal-graph"]], "find_induced_nodes": [[344, "find-induced-nodes"]], "is_chordal": [[345, "is-chordal"]], "cliques_containing_node": [[346, "cliques-containing-node"]], "enumerate_all_cliques": [[347, "enumerate-all-cliques"]], "find_cliques": [[348, "find-cliques"]], "find_cliques_recursive": [[349, "find-cliques-recursive"]], "graph_clique_number": [[350, "graph-clique-number"]], "graph_number_of_cliques": [[351, "graph-number-of-cliques"]], "make_clique_bipartite": [[352, "make-clique-bipartite"]], "make_max_clique_graph": [[353, "make-max-clique-graph"]], "max_weight_clique": [[354, "max-weight-clique"]], "node_clique_number": [[355, "node-clique-number"]], "number_of_cliques": [[356, "number-of-cliques"]], "generalized_degree": [[359, "generalized-degree"]], "square_clustering": [[360, "square-clustering"]], "transitivity": [[361, "transitivity"]], "triangles": [[362, "triangles"]], "equitable_color": [[363, "equitable-color"]], 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"is-graphical"]], "is_multigraphical": [[517, "is-multigraphical"]], "is_pseudographical": [[518, "is-pseudographical"]], "is_valid_degree_sequence_erdos_gallai": [[519, "is-valid-degree-sequence-erdos-gallai"]], "is_valid_degree_sequence_havel_hakimi": [[520, "is-valid-degree-sequence-havel-hakimi"]], "flow_hierarchy": [[521, "flow-hierarchy"]], "is_kl_connected": [[522, "is-kl-connected"]], "kl_connected_subgraph": [[523, "kl-connected-subgraph"]], "is_isolate": [[524, "is-isolate"]], "isolates": [[525, "isolates"]], "number_of_isolates": [[526, "number-of-isolates"]], "DiGraphMatcher.__init__": [[527, "digraphmatcher-init"]], "DiGraphMatcher.candidate_pairs_iter": [[528, "digraphmatcher-candidate-pairs-iter"]], "DiGraphMatcher.initialize": [[529, "digraphmatcher-initialize"]], "DiGraphMatcher.is_isomorphic": [[530, "digraphmatcher-is-isomorphic"]], "DiGraphMatcher.isomorphisms_iter": [[531, "digraphmatcher-isomorphisms-iter"]], "DiGraphMatcher.match": [[532, 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"GraphMatcher.subgraph_isomorphisms_iter": [[545, "graphmatcher-subgraph-isomorphisms-iter"]], "GraphMatcher.syntactic_feasibility": [[546, "graphmatcher-syntactic-feasibility"]], "networkx.algorithms.isomorphism.ISMAGS": [[547, "networkx-algorithms-isomorphism-ismags"]], "categorical_edge_match": [[548, "categorical-edge-match"]], "categorical_multiedge_match": [[549, "categorical-multiedge-match"]], "categorical_node_match": [[550, "categorical-node-match"]], "could_be_isomorphic": [[551, "could-be-isomorphic"]], "fast_could_be_isomorphic": [[552, "fast-could-be-isomorphic"]], "faster_could_be_isomorphic": [[553, "faster-could-be-isomorphic"]], "generic_edge_match": [[554, "generic-edge-match"]], "generic_multiedge_match": [[555, "generic-multiedge-match"]], "generic_node_match": [[556, "generic-node-match"]], "is_isomorphic": [[557, "is-isomorphic"]], "numerical_edge_match": [[558, "numerical-edge-match"]], "numerical_multiedge_match": [[559, "numerical-multiedge-match"]], "numerical_node_match": [[560, "numerical-node-match"]], "rooted_tree_isomorphism": [[561, "rooted-tree-isomorphism"]], "tree_isomorphism": [[562, "tree-isomorphism"]], "vf2pp_all_isomorphisms": [[563, "vf2pp-all-isomorphisms"]], "vf2pp_is_isomorphic": [[564, "vf2pp-is-isomorphic"]], "vf2pp_isomorphism": [[565, "vf2pp-isomorphism"]], "hits": [[566, "hits"]], "google_matrix": [[567, "google-matrix"]], "pagerank": [[568, "pagerank"]], "adamic_adar_index": [[569, "adamic-adar-index"]], "cn_soundarajan_hopcroft": [[570, "cn-soundarajan-hopcroft"]], "common_neighbor_centrality": [[571, "common-neighbor-centrality"]], "jaccard_coefficient": [[572, "jaccard-coefficient"]], "preferential_attachment": [[573, "preferential-attachment"]], "ra_index_soundarajan_hopcroft": [[574, "ra-index-soundarajan-hopcroft"]], "resource_allocation_index": [[575, "resource-allocation-index"]], "within_inter_cluster": [[576, "within-inter-cluster"]], "all_pairs_lowest_common_ancestor": [[577, "all-pairs-lowest-common-ancestor"]], "lowest_common_ancestor": [[578, "lowest-common-ancestor"]], "tree_all_pairs_lowest_common_ancestor": [[579, "tree-all-pairs-lowest-common-ancestor"]], "is_matching": [[580, "is-matching"]], "is_maximal_matching": [[581, "is-maximal-matching"]], "is_perfect_matching": [[582, "is-perfect-matching"]], "max_weight_matching": [[583, "max-weight-matching"]], "maximal_matching": [[584, "maximal-matching"]], "min_weight_matching": [[585, "min-weight-matching"]], "contracted_edge": [[586, "contracted-edge"]], "contracted_nodes": [[587, "contracted-nodes"]], "equivalence_classes": [[588, "equivalence-classes"]], "identified_nodes": [[589, "identified-nodes"]], "quotient_graph": [[590, "quotient-graph"]], "maximal_independent_set": [[591, "maximal-independent-set"]], "moral_graph": [[592, "moral-graph"]], "harmonic_function": [[593, "harmonic-function"]], "local_and_global_consistency": [[594, "local-and-global-consistency"]], "non_randomness": [[595, "non-randomness"]], "compose_all": [[596, "compose-all"]], "disjoint_union_all": [[597, "disjoint-union-all"]], "intersection_all": [[598, "intersection-all"]], "union_all": [[599, "union-all"]], "compose": [[600, "compose"]], "difference": [[601, "difference"]], "disjoint_union": [[602, "disjoint-union"]], "full_join": [[603, "full-join"]], "intersection": [[604, "intersection"]], "symmetric_difference": [[605, "symmetric-difference"]], "union": [[606, "union"]], "cartesian_product": [[607, "cartesian-product"]], "corona_product": [[608, "corona-product"]], "lexicographic_product": [[609, "lexicographic-product"]], "power": [[610, "power"]], "rooted_product": [[611, "rooted-product"]], "strong_product": [[612, "strong-product"]], "tensor_product": [[613, "tensor-product"]], "complement": [[614, "complement"]], "reverse": [[615, "reverse"]], "combinatorial_embedding_to_pos": [[616, "combinatorial-embedding-to-pos"]], "networkx.algorithms.planarity.PlanarEmbedding": [[617, "networkx-algorithms-planarity-planarembedding"]], "check_planarity": [[618, "check-planarity"]], "is_planar": [[619, "is-planar"]], "chromatic_polynomial": [[620, "chromatic-polynomial"]], "tutte_polynomial": [[621, "tutte-polynomial"]], "overall_reciprocity": [[622, "overall-reciprocity"]], "reciprocity": [[623, "reciprocity"]], "is_k_regular": [[624, "is-k-regular"]], "is_regular": [[625, "is-regular"]], "k_factor": [[626, "k-factor"]], "rich_club_coefficient": [[627, "rich-club-coefficient"]], "astar_path": [[628, "astar-path"]], "astar_path_length": [[629, "astar-path-length"]], "floyd_warshall": [[630, "floyd-warshall"]], "floyd_warshall_numpy": [[631, "floyd-warshall-numpy"]], "floyd_warshall_predecessor_and_distance": [[632, "floyd-warshall-predecessor-and-distance"]], "reconstruct_path": [[633, "reconstruct-path"]], "all_shortest_paths": [[634, "all-shortest-paths"]], "average_shortest_path_length": [[635, "average-shortest-path-length"]], "has_path": [[636, "has-path"]], "shortest_path": [[637, "shortest-path"]], "shortest_path_length": [[638, "shortest-path-length"]], "all_pairs_shortest_path": [[639, "all-pairs-shortest-path"]], "all_pairs_shortest_path_length": [[640, "all-pairs-shortest-path-length"]], "bidirectional_shortest_path": [[641, "bidirectional-shortest-path"]], "predecessor": [[642, "predecessor"]], "single_source_shortest_path": [[643, "single-source-shortest-path"]], "single_source_shortest_path_length": [[644, "single-source-shortest-path-length"]], "single_target_shortest_path": [[645, "single-target-shortest-path"]], "single_target_shortest_path_length": [[646, "single-target-shortest-path-length"]], "all_pairs_bellman_ford_path": [[647, "all-pairs-bellman-ford-path"]], "all_pairs_bellman_ford_path_length": [[648, "all-pairs-bellman-ford-path-length"]], "all_pairs_dijkstra": [[649, "all-pairs-dijkstra"]], "all_pairs_dijkstra_path": [[650, "all-pairs-dijkstra-path"]], "all_pairs_dijkstra_path_length": [[651, "all-pairs-dijkstra-path-length"]], "bellman_ford_path": [[652, "bellman-ford-path"]], "bellman_ford_path_length": [[653, "bellman-ford-path-length"]], "bellman_ford_predecessor_and_distance": [[654, "bellman-ford-predecessor-and-distance"]], "bidirectional_dijkstra": [[655, "bidirectional-dijkstra"]], "dijkstra_path": [[656, "dijkstra-path"]], "dijkstra_path_length": [[657, "dijkstra-path-length"]], "dijkstra_predecessor_and_distance": [[658, "dijkstra-predecessor-and-distance"]], "find_negative_cycle": [[659, "find-negative-cycle"]], "goldberg_radzik": [[660, "goldberg-radzik"]], "johnson": [[661, "johnson"]], "multi_source_dijkstra": [[662, "multi-source-dijkstra"]], "multi_source_dijkstra_path": [[663, "multi-source-dijkstra-path"]], "multi_source_dijkstra_path_length": [[664, "multi-source-dijkstra-path-length"]], "negative_edge_cycle": [[665, "negative-edge-cycle"]], "single_source_bellman_ford": [[666, "single-source-bellman-ford"]], "single_source_bellman_ford_path": [[667, "single-source-bellman-ford-path"]], "single_source_bellman_ford_path_length": [[668, "single-source-bellman-ford-path-length"]], "single_source_dijkstra": [[669, "single-source-dijkstra"]], "single_source_dijkstra_path": [[670, "single-source-dijkstra-path"]], "single_source_dijkstra_path_length": [[671, "single-source-dijkstra-path-length"]], "generate_random_paths": [[672, "generate-random-paths"]], "graph_edit_distance": [[673, "graph-edit-distance"]], "optimal_edit_paths": [[674, "optimal-edit-paths"]], "optimize_edit_paths": [[675, "optimize-edit-paths"]], "optimize_graph_edit_distance": [[676, "optimize-graph-edit-distance"]], "panther_similarity": [[677, "panther-similarity"]], "simrank_similarity": [[678, "simrank-similarity"]], "all_simple_edge_paths": [[679, "all-simple-edge-paths"]], "all_simple_paths": [[680, "all-simple-paths"]], "is_simple_path": [[681, "is-simple-path"]], "shortest_simple_paths": [[682, "shortest-simple-paths"]], "lattice_reference": [[683, "lattice-reference"]], "omega": [[684, "omega"]], "random_reference": [[685, "random-reference"]], "sigma": [[686, "sigma"]], "s_metric": [[687, "s-metric"]], "spanner": [[688, "spanner"]], "constraint": [[689, "constraint"]], "effective_size": [[690, "effective-size"]], "local_constraint": [[691, "local-constraint"]], "dedensify": [[692, "dedensify"]], "snap_aggregation": [[693, "snap-aggregation"]], "connected_double_edge_swap": [[694, "connected-double-edge-swap"]], "directed_edge_swap": [[695, "directed-edge-swap"]], "double_edge_swap": [[696, "double-edge-swap"]], "find_threshold_graph": [[697, "find-threshold-graph"]], "is_threshold_graph": [[698, "is-threshold-graph"]], "hamiltonian_path": [[699, "hamiltonian-path"]], "is_reachable": [[700, "is-reachable"]], "is_tournament": [[702, "is-tournament"]], "random_tournament": [[703, "random-tournament"]], "score_sequence": [[704, "score-sequence"]], "bfs_beam_edges": [[705, "bfs-beam-edges"]], "bfs_edges": [[706, "bfs-edges"]], "bfs_layers": [[707, "bfs-layers"]], "bfs_predecessors": [[708, "bfs-predecessors"]], "bfs_successors": [[709, "bfs-successors"]], "bfs_tree": [[710, "bfs-tree"]], "descendants_at_distance": [[711, "descendants-at-distance"]], "dfs_edges": [[712, "dfs-edges"]], "dfs_labeled_edges": [[713, "dfs-labeled-edges"]], "dfs_postorder_nodes": [[714, "dfs-postorder-nodes"]], "dfs_predecessors": [[715, "dfs-predecessors"]], "dfs_preorder_nodes": [[716, "dfs-preorder-nodes"]], "dfs_successors": [[717, "dfs-successors"]], "dfs_tree": [[718, "dfs-tree"]], "edge_bfs": [[719, "edge-bfs"]], "edge_dfs": [[720, "edge-dfs"]], "networkx.algorithms.tree.branchings.ArborescenceIterator": [[721, "networkx-algorithms-tree-branchings-arborescenceiterator"]], "networkx.algorithms.tree.branchings.Edmonds": [[722, "networkx-algorithms-tree-branchings-edmonds"]], "branching_weight": [[723, "branching-weight"]], "greedy_branching": [[724, "greedy-branching"]], "maximum_branching": [[725, "maximum-branching"]], "maximum_spanning_arborescence": [[726, "maximum-spanning-arborescence"]], "minimum_branching": [[727, "minimum-branching"]], "minimum_spanning_arborescence": [[728, "minimum-spanning-arborescence"]], "NotATree": [[729, "notatree"]], "from_nested_tuple": [[730, "from-nested-tuple"]], "from_prufer_sequence": [[731, "from-prufer-sequence"]], "to_nested_tuple": [[732, "to-nested-tuple"]], "to_prufer_sequence": [[733, "to-prufer-sequence"]], "junction_tree": [[734, "junction-tree"]], "networkx.algorithms.tree.mst.SpanningTreeIterator": [[735, "networkx-algorithms-tree-mst-spanningtreeiterator"]], "maximum_spanning_edges": [[736, "maximum-spanning-edges"]], "maximum_spanning_tree": [[737, "maximum-spanning-tree"]], "minimum_spanning_edges": [[738, "minimum-spanning-edges"]], "minimum_spanning_tree": [[739, "minimum-spanning-tree"]], "random_spanning_tree": [[740, "random-spanning-tree"]], "join": [[741, "join"]], "is_arborescence": [[742, "is-arborescence"]], "is_branching": [[743, "is-branching"]], "is_forest": [[744, "is-forest"]], "is_tree": [[745, "is-tree"]], "all_triads": [[746, "all-triads"]], "all_triplets": [[747, "all-triplets"]], "is_triad": [[748, "is-triad"]], "random_triad": [[749, "random-triad"]], "triad_type": [[750, "triad-type"]], "triadic_census": [[751, "triadic-census"]], "triads_by_type": [[752, "triads-by-type"]], "closeness_vitality": [[753, "closeness-vitality"]], "voronoi_cells": [[754, "voronoi-cells"]], "wiener_index": [[755, "wiener-index"]], "Graph Hashing": [[756, "module-networkx.algorithms.graph_hashing"]], "Graphical degree sequence": [[757, "module-networkx.algorithms.graphical"]], "Hierarchy": [[758, "module-networkx.algorithms.hierarchy"]], "Hybrid": [[759, "module-networkx.algorithms.hybrid"]], "Isolates": [[761, "module-networkx.algorithms.isolate"]], "Isomorphism": [[762, "isomorphism"]], "VF2++": [[762, "module-networkx.algorithms.isomorphism.vf2pp"]], "VF2++ Algorithm": [[762, "vf2-algorithm"]], "Tree Isomorphism": [[762, "module-networkx.algorithms.isomorphism.tree_isomorphism"]], "Advanced Interfaces": [[762, "advanced-interfaces"]], "ISMAGS Algorithm": [[763, "module-networkx.algorithms.isomorphism.ismags"]], "Notes": [[763, "notes"], [764, "notes"], [1045, "notes"]], "ISMAGS object": [[763, "ismags-object"]], "VF2 Algorithm": [[764, "module-networkx.algorithms.isomorphism.isomorphvf2"]], "Subgraph Isomorphism": [[764, "subgraph-isomorphism"]], "Graph Matcher": [[764, "graph-matcher"]], "DiGraph Matcher": [[764, "digraph-matcher"]], "Match helpers": [[764, "match-helpers"]], "Link Analysis": [[765, "link-analysis"]], "PageRank": [[765, "module-networkx.algorithms.link_analysis.pagerank_alg"]], "Hits": [[765, "module-networkx.algorithms.link_analysis.hits_alg"]], "Link Prediction": [[766, "module-networkx.algorithms.link_prediction"]], "Lowest Common Ancestor": [[767, "module-networkx.algorithms.lowest_common_ancestors"]], "Minors": [[769, "module-networkx.algorithms.minors"]], "Maximal independent set": [[770, "module-networkx.algorithms.mis"]], "Moral": [[771, "module-networkx.algorithms.moral"]], "Node Classification": [[772, "module-networkx.algorithms.node_classification"]], "non-randomness": [[773, "module-networkx.algorithms.non_randomness"]], "Operators": [[774, "operators"]], "Planar Drawing": [[775, "module-networkx.algorithms.planar_drawing"]], "Planarity": [[776, "module-networkx.algorithms.planarity"]], "Graph Polynomials": [[777, "module-networkx.algorithms.polynomials"]], "Reciprocity": [[778, "module-networkx.algorithms.reciprocity"]], "Regular": [[779, "module-networkx.algorithms.regular"]], "Rich Club": [[780, "module-networkx.algorithms.richclub"]], "Shortest Paths": [[781, "module-networkx.algorithms.shortest_paths.generic"]], "Advanced Interface": [[781, "module-networkx.algorithms.shortest_paths.unweighted"]], "Dense Graphs": [[781, "module-networkx.algorithms.shortest_paths.dense"]], "A* Algorithm": [[781, "module-networkx.algorithms.shortest_paths.astar"]], "Similarity Measures": [[782, "module-networkx.algorithms.similarity"]], "Simple Paths": [[783, "module-networkx.algorithms.simple_paths"]], "Small-world": [[784, "module-networkx.algorithms.smallworld"]], "s metric": [[785, "module-networkx.algorithms.smetric"]], "Sparsifiers": [[786, "module-networkx.algorithms.sparsifiers"]], "Structural holes": [[787, "module-networkx.algorithms.structuralholes"]], "Summarization": [[788, "module-networkx.algorithms.summarization"]], "Swap": [[789, "module-networkx.algorithms.swap"]], "Threshold Graphs": [[790, "module-networkx.algorithms.threshold"]], "Tournament": [[791, "module-networkx.algorithms.tournament"]], "Traversal": [[792, "traversal"]], "Depth First Search": [[792, "module-networkx.algorithms.traversal.depth_first_search"]], "Breadth First Search": [[792, "module-networkx.algorithms.traversal.breadth_first_search"]], "Beam search": [[792, "module-networkx.algorithms.traversal.beamsearch"]], "Depth First Search on Edges": [[792, "module-networkx.algorithms.traversal.edgedfs"]], "Breadth First Search on Edges": [[792, "module-networkx.algorithms.traversal.edgebfs"]], "Tree": [[793, "tree"]], "Recognition": [[793, "module-networkx.algorithms.tree.recognition"]], "Recognition Tests": [[793, "recognition-tests"]], "Branchings and Spanning Arborescences": [[793, "module-networkx.algorithms.tree.branchings"]], "Encoding and decoding": [[793, "module-networkx.algorithms.tree.coding"]], "Operations": [[793, "module-networkx.algorithms.tree.operations"]], "Spanning Trees": [[793, "module-networkx.algorithms.tree.mst"]], "Exceptions": [[793, "exceptions"], [1046, "module-networkx.exception"]], "Vitality": [[795, "module-networkx.algorithms.vitality"]], "Voronoi cells": [[796, "module-networkx.algorithms.voronoi"]], "Wiener index": [[797, "module-networkx.algorithms.wiener"]], "DiGraph\u2014Directed graphs with self loops": [[798, "digraph-directed-graphs-with-self-loops"]], "Overview": [[798, "overview"], [1040, "overview"], [1042, "overview"], [1043, "overview"]], "Methods": [[798, "methods"], [1040, "methods"], [1042, "methods"], [1043, "methods"]], "Adding and removing nodes and edges": [[798, "adding-and-removing-nodes-and-edges"], [1040, "adding-and-removing-nodes-and-edges"], [1043, "adding-and-removing-nodes-and-edges"]], "Reporting nodes edges and neighbors": [[798, "reporting-nodes-edges-and-neighbors"], [1040, "reporting-nodes-edges-and-neighbors"], [1042, "reporting-nodes-edges-and-neighbors"], [1043, "reporting-nodes-edges-and-neighbors"]], "Counting nodes edges and neighbors": [[798, "counting-nodes-edges-and-neighbors"], [1040, "counting-nodes-edges-and-neighbors"], [1042, "counting-nodes-edges-and-neighbors"], [1043, "counting-nodes-edges-and-neighbors"]], "Making copies and subgraphs": [[798, "making-copies-and-subgraphs"], [1040, "making-copies-and-subgraphs"], [1042, "making-copies-and-subgraphs"], [1043, "making-copies-and-subgraphs"]], "AdjacencyView.copy": [[799, "adjacencyview-copy"]], "AdjacencyView.get": [[800, "adjacencyview-get"]], "AdjacencyView.items": [[801, "adjacencyview-items"]], "AdjacencyView.keys": [[802, "adjacencyview-keys"]], "AdjacencyView.values": [[803, "adjacencyview-values"]], "AtlasView.copy": [[804, "atlasview-copy"]], "AtlasView.get": [[805, "atlasview-get"]], "AtlasView.items": [[806, "atlasview-items"]], "AtlasView.keys": [[807, "atlasview-keys"]], "AtlasView.values": [[808, "atlasview-values"]], "FilterAdjacency.get": [[809, "filteradjacency-get"]], "FilterAdjacency.items": [[810, "filteradjacency-items"]], "FilterAdjacency.keys": [[811, "filteradjacency-keys"]], "FilterAdjacency.values": [[812, "filteradjacency-values"]], "FilterAtlas.get": [[813, "filteratlas-get"]], "FilterAtlas.items": [[814, "filteratlas-items"]], "FilterAtlas.keys": [[815, "filteratlas-keys"]], "FilterAtlas.values": [[816, "filteratlas-values"]], "FilterMultiAdjacency.get": [[817, "filtermultiadjacency-get"]], "FilterMultiAdjacency.items": [[818, "filtermultiadjacency-items"]], "FilterMultiAdjacency.keys": [[819, "filtermultiadjacency-keys"]], "FilterMultiAdjacency.values": [[820, "filtermultiadjacency-values"]], "FilterMultiInner.get": [[821, "filtermultiinner-get"]], "FilterMultiInner.items": [[822, "filtermultiinner-items"]], "FilterMultiInner.keys": [[823, "filtermultiinner-keys"]], "FilterMultiInner.values": [[824, "filtermultiinner-values"]], "MultiAdjacencyView.copy": [[825, "multiadjacencyview-copy"]], "MultiAdjacencyView.get": [[826, "multiadjacencyview-get"]], "MultiAdjacencyView.items": [[827, "multiadjacencyview-items"]], "MultiAdjacencyView.keys": [[828, "multiadjacencyview-keys"]], "MultiAdjacencyView.values": [[829, "multiadjacencyview-values"]], "UnionAdjacency.copy": [[830, "unionadjacency-copy"]], "UnionAdjacency.get": [[831, "unionadjacency-get"]], "UnionAdjacency.items": [[832, "unionadjacency-items"]], "UnionAdjacency.keys": [[833, "unionadjacency-keys"]], "UnionAdjacency.values": [[834, "unionadjacency-values"]], "UnionAtlas.copy": [[835, "unionatlas-copy"]], "UnionAtlas.get": [[836, "unionatlas-get"]], "UnionAtlas.items": [[837, "unionatlas-items"]], "UnionAtlas.keys": [[838, "unionatlas-keys"]], "UnionAtlas.values": [[839, "unionatlas-values"]], "UnionMultiAdjacency.copy": [[840, "unionmultiadjacency-copy"]], "UnionMultiAdjacency.get": [[841, "unionmultiadjacency-get"]], "UnionMultiAdjacency.items": [[842, "unionmultiadjacency-items"]], "UnionMultiAdjacency.keys": [[843, "unionmultiadjacency-keys"]], "UnionMultiAdjacency.values": [[844, "unionmultiadjacency-values"]], "UnionMultiInner.copy": [[845, "unionmultiinner-copy"]], "UnionMultiInner.get": [[846, "unionmultiinner-get"]], "UnionMultiInner.items": [[847, "unionmultiinner-items"]], "UnionMultiInner.keys": [[848, "unionmultiinner-keys"]], "UnionMultiInner.values": [[849, "unionmultiinner-values"]], "DiGraph.__contains__": [[850, "digraph-contains"]], "DiGraph.__getitem__": [[851, "digraph-getitem"]], "DiGraph.__init__": [[852, "digraph-init"]], "DiGraph.__iter__": [[853, "digraph-iter"]], "DiGraph.__len__": [[854, "digraph-len"]], "DiGraph.add_edge": [[855, "digraph-add-edge"]], "DiGraph.add_edges_from": [[856, "digraph-add-edges-from"]], "DiGraph.add_node": [[857, "digraph-add-node"]], "DiGraph.add_nodes_from": [[858, "digraph-add-nodes-from"]], "DiGraph.add_weighted_edges_from": [[859, "digraph-add-weighted-edges-from"]], "DiGraph.adj": [[860, "digraph-adj"]], "DiGraph.adjacency": [[861, "digraph-adjacency"]], "DiGraph.clear": [[862, "digraph-clear"]], "DiGraph.clear_edges": [[863, "digraph-clear-edges"]], "DiGraph.copy": [[864, "digraph-copy"]], "DiGraph.degree": [[865, "digraph-degree"]], "DiGraph.edge_subgraph": [[866, "digraph-edge-subgraph"]], "DiGraph.edges": [[867, "digraph-edges"]], "DiGraph.get_edge_data": [[868, "digraph-get-edge-data"]], "DiGraph.has_edge": [[869, 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Applying classic graph operations, such as:": [[1436, "applying-classic-graph-operations-such-as"]], "2. Using a call to one of the classic small graphs, e.g.,": [[1436, "using-a-call-to-one-of-the-classic-small-graphs-e-g"]], "3. Using a (constructive) generator for a classic graph, e.g.,": [[1436, "using-a-constructive-generator-for-a-classic-graph-e-g"]], "4. Using a stochastic graph generator, e.g,": [[1436, "using-a-stochastic-graph-generator-e-g"]], "5. Reading a graph stored in a file using common graph formats": [[1436, "reading-a-graph-stored-in-a-file-using-common-graph-formats"]], "Analyzing graphs": [[1436, "analyzing-graphs"]], "Drawing graphs": [[1436, "drawing-graphs"]], "NX-Guides": [[1436, "nx-guides"]]}, "indexentries": {"module": [[113, "module-networkx.algorithms.approximation"], [113, "module-networkx.algorithms.approximation.clique"], [113, "module-networkx.algorithms.approximation.clustering_coefficient"], [113, "module-networkx.algorithms.approximation.connectivity"], [113, "module-networkx.algorithms.approximation.distance_measures"], [113, "module-networkx.algorithms.approximation.dominating_set"], [113, "module-networkx.algorithms.approximation.kcomponents"], [113, "module-networkx.algorithms.approximation.matching"], [113, "module-networkx.algorithms.approximation.maxcut"], [113, "module-networkx.algorithms.approximation.ramsey"], [113, "module-networkx.algorithms.approximation.steinertree"], [113, 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"networkx.algorithms.cuts": [[131, "module-networkx.algorithms.cuts"]], "networkx.algorithms.cycles": [[132, "module-networkx.algorithms.cycles"]], "networkx.algorithms.d_separation": [[133, "module-networkx.algorithms.d_separation"]], "networkx.algorithms.dag": [[134, "module-networkx.algorithms.dag"]], "networkx.algorithms.distance_measures": [[135, "module-networkx.algorithms.distance_measures"]], "networkx.algorithms.distance_regular": [[136, "module-networkx.algorithms.distance_regular"]], "networkx.algorithms.dominance": [[137, "module-networkx.algorithms.dominance"]], "networkx.algorithms.dominating": [[138, "module-networkx.algorithms.dominating"]], "networkx.algorithms.efficiency_measures": [[139, "module-networkx.algorithms.efficiency_measures"]], "networkx.algorithms.euler": [[140, "module-networkx.algorithms.euler"]], "networkx.algorithms.flow": [[141, "module-networkx.algorithms.flow"]], "construct() (edgecomponentauxgraph class method)": [[142, "networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.construct"]], "k_edge_components() (edgecomponentauxgraph method)": [[143, "networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_components"]], "k_edge_subgraphs() (edgecomponentauxgraph method)": [[144, "networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.k_edge_subgraphs"]], "analyze_symmetry() (ismags method)": [[145, "networkx.algorithms.isomorphism.ISMAGS.analyze_symmetry"]], "find_isomorphisms() (ismags method)": [[146, "networkx.algorithms.isomorphism.ISMAGS.find_isomorphisms"]], "is_isomorphic() (ismags method)": [[147, "networkx.algorithms.isomorphism.ISMAGS.is_isomorphic"]], "isomorphisms_iter() (ismags method)": [[148, "networkx.algorithms.isomorphism.ISMAGS.isomorphisms_iter"]], "largest_common_subgraph() (ismags method)": [[149, "networkx.algorithms.isomorphism.ISMAGS.largest_common_subgraph"]], "subgraph_is_isomorphic() (ismags method)": [[150, "networkx.algorithms.isomorphism.ISMAGS.subgraph_is_isomorphic"]], "subgraph_isomorphisms_iter() (ismags method)": [[151, "networkx.algorithms.isomorphism.ISMAGS.subgraph_isomorphisms_iter"]], "add_edge() (planarembedding method)": [[152, "networkx.algorithms.planarity.PlanarEmbedding.add_edge"]], "add_edges_from() (planarembedding method)": [[153, "networkx.algorithms.planarity.PlanarEmbedding.add_edges_from"]], "add_half_edge_ccw() (planarembedding method)": [[154, "networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_ccw"]], "add_half_edge_cw() (planarembedding method)": [[155, "networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_cw"]], "add_half_edge_first() (planarembedding method)": [[156, "networkx.algorithms.planarity.PlanarEmbedding.add_half_edge_first"]], "add_node() (planarembedding method)": [[157, "networkx.algorithms.planarity.PlanarEmbedding.add_node"]], "add_nodes_from() (planarembedding method)": [[158, "networkx.algorithms.planarity.PlanarEmbedding.add_nodes_from"]], "add_weighted_edges_from() (planarembedding method)": [[159, "networkx.algorithms.planarity.PlanarEmbedding.add_weighted_edges_from"]], "adj (planarembedding property)": [[160, "networkx.algorithms.planarity.PlanarEmbedding.adj"]], "adjacency() (planarembedding method)": [[161, "networkx.algorithms.planarity.PlanarEmbedding.adjacency"]], "check_structure() (planarembedding method)": [[162, "networkx.algorithms.planarity.PlanarEmbedding.check_structure"]], "clear() (planarembedding method)": [[163, "networkx.algorithms.planarity.PlanarEmbedding.clear"]], "clear_edges() (planarembedding method)": [[164, "networkx.algorithms.planarity.PlanarEmbedding.clear_edges"]], "connect_components() (planarembedding method)": [[165, "networkx.algorithms.planarity.PlanarEmbedding.connect_components"]], "copy() (planarembedding method)": [[166, "networkx.algorithms.planarity.PlanarEmbedding.copy"]], "degree (planarembedding property)": [[167, "networkx.algorithms.planarity.PlanarEmbedding.degree"]], "edge_subgraph() (planarembedding method)": [[168, "networkx.algorithms.planarity.PlanarEmbedding.edge_subgraph"]], "edges (planarembedding property)": [[169, "networkx.algorithms.planarity.PlanarEmbedding.edges"]], "get_data() (planarembedding method)": [[170, "networkx.algorithms.planarity.PlanarEmbedding.get_data"]], "get_edge_data() (planarembedding method)": [[171, "networkx.algorithms.planarity.PlanarEmbedding.get_edge_data"]], "has_edge() (planarembedding method)": [[172, "networkx.algorithms.planarity.PlanarEmbedding.has_edge"]], "has_node() (planarembedding method)": [[173, "networkx.algorithms.planarity.PlanarEmbedding.has_node"]], "has_predecessor() (planarembedding method)": [[174, "networkx.algorithms.planarity.PlanarEmbedding.has_predecessor"]], "has_successor() (planarembedding method)": [[175, "networkx.algorithms.planarity.PlanarEmbedding.has_successor"]], "in_degree (planarembedding property)": [[176, "networkx.algorithms.planarity.PlanarEmbedding.in_degree"]], "in_edges (planarembedding property)": [[177, "networkx.algorithms.planarity.PlanarEmbedding.in_edges"]], "is_directed() (planarembedding method)": [[178, "networkx.algorithms.planarity.PlanarEmbedding.is_directed"]], "is_multigraph() (planarembedding method)": [[179, "networkx.algorithms.planarity.PlanarEmbedding.is_multigraph"]], "name (planarembedding property)": [[180, "networkx.algorithms.planarity.PlanarEmbedding.name"]], "nbunch_iter() (planarembedding method)": [[181, "networkx.algorithms.planarity.PlanarEmbedding.nbunch_iter"]], "neighbors() (planarembedding method)": [[182, "networkx.algorithms.planarity.PlanarEmbedding.neighbors"]], "neighbors_cw_order() (planarembedding method)": [[183, "networkx.algorithms.planarity.PlanarEmbedding.neighbors_cw_order"]], "next_face_half_edge() (planarembedding method)": [[184, "networkx.algorithms.planarity.PlanarEmbedding.next_face_half_edge"]], "nodes (planarembedding property)": [[185, "networkx.algorithms.planarity.PlanarEmbedding.nodes"]], "number_of_edges() (planarembedding method)": [[186, "networkx.algorithms.planarity.PlanarEmbedding.number_of_edges"]], "number_of_nodes() (planarembedding method)": [[187, "networkx.algorithms.planarity.PlanarEmbedding.number_of_nodes"]], "order() (planarembedding method)": [[188, "networkx.algorithms.planarity.PlanarEmbedding.order"]], "out_degree (planarembedding property)": [[189, "networkx.algorithms.planarity.PlanarEmbedding.out_degree"]], "out_edges (planarembedding property)": [[190, "networkx.algorithms.planarity.PlanarEmbedding.out_edges"]], "pred (planarembedding property)": [[191, "networkx.algorithms.planarity.PlanarEmbedding.pred"]], "predecessors() (planarembedding method)": [[192, "networkx.algorithms.planarity.PlanarEmbedding.predecessors"]], "remove_edge() (planarembedding method)": [[193, "networkx.algorithms.planarity.PlanarEmbedding.remove_edge"]], "remove_edges_from() (planarembedding method)": [[194, "networkx.algorithms.planarity.PlanarEmbedding.remove_edges_from"]], "remove_node() (planarembedding method)": [[195, "networkx.algorithms.planarity.PlanarEmbedding.remove_node"]], "remove_nodes_from() (planarembedding method)": [[196, "networkx.algorithms.planarity.PlanarEmbedding.remove_nodes_from"]], "reverse() (planarembedding method)": [[197, "networkx.algorithms.planarity.PlanarEmbedding.reverse"]], "set_data() (planarembedding method)": [[198, "networkx.algorithms.planarity.PlanarEmbedding.set_data"]], "size() (planarembedding method)": [[199, "networkx.algorithms.planarity.PlanarEmbedding.size"]], "subgraph() (planarembedding method)": [[200, "networkx.algorithms.planarity.PlanarEmbedding.subgraph"]], "succ (planarembedding property)": [[201, "networkx.algorithms.planarity.PlanarEmbedding.succ"]], "successors() (planarembedding method)": [[202, "networkx.algorithms.planarity.PlanarEmbedding.successors"]], "to_directed() (planarembedding method)": [[203, "networkx.algorithms.planarity.PlanarEmbedding.to_directed"]], "to_directed_class() (planarembedding method)": [[204, "networkx.algorithms.planarity.PlanarEmbedding.to_directed_class"]], "to_undirected() (planarembedding method)": [[205, "networkx.algorithms.planarity.PlanarEmbedding.to_undirected"]], "to_undirected_class() (planarembedding method)": [[206, "networkx.algorithms.planarity.PlanarEmbedding.to_undirected_class"]], "traverse_face() (planarembedding method)": [[207, "networkx.algorithms.planarity.PlanarEmbedding.traverse_face"]], "update() (planarembedding method)": [[208, "networkx.algorithms.planarity.PlanarEmbedding.update"]], "find_optimum() (edmonds method)": [[209, "networkx.algorithms.tree.branchings.Edmonds.find_optimum"]], "clique_removal() (in module networkx.algorithms.approximation.clique)": [[210, "networkx.algorithms.approximation.clique.clique_removal"]], "large_clique_size() (in module networkx.algorithms.approximation.clique)": [[211, "networkx.algorithms.approximation.clique.large_clique_size"]], "max_clique() (in module networkx.algorithms.approximation.clique)": [[212, "networkx.algorithms.approximation.clique.max_clique"]], "maximum_independent_set() (in module networkx.algorithms.approximation.clique)": [[213, "networkx.algorithms.approximation.clique.maximum_independent_set"]], "average_clustering() (in module networkx.algorithms.approximation.clustering_coefficient)": [[214, "networkx.algorithms.approximation.clustering_coefficient.average_clustering"]], "all_pairs_node_connectivity() (in module networkx.algorithms.approximation.connectivity)": [[215, "networkx.algorithms.approximation.connectivity.all_pairs_node_connectivity"]], "local_node_connectivity() (in module networkx.algorithms.approximation.connectivity)": [[216, "networkx.algorithms.approximation.connectivity.local_node_connectivity"]], "node_connectivity() (in module networkx.algorithms.approximation.connectivity)": [[217, "networkx.algorithms.approximation.connectivity.node_connectivity"]], "diameter() (in module networkx.algorithms.approximation.distance_measures)": [[218, "networkx.algorithms.approximation.distance_measures.diameter"]], "min_edge_dominating_set() (in module networkx.algorithms.approximation.dominating_set)": [[219, "networkx.algorithms.approximation.dominating_set.min_edge_dominating_set"]], "min_weighted_dominating_set() (in module networkx.algorithms.approximation.dominating_set)": [[220, "networkx.algorithms.approximation.dominating_set.min_weighted_dominating_set"]], "k_components() (in module networkx.algorithms.approximation.kcomponents)": [[221, "networkx.algorithms.approximation.kcomponents.k_components"]], "min_maximal_matching() (in module networkx.algorithms.approximation.matching)": [[222, "networkx.algorithms.approximation.matching.min_maximal_matching"]], "one_exchange() (in module networkx.algorithms.approximation.maxcut)": [[223, "networkx.algorithms.approximation.maxcut.one_exchange"]], "randomized_partitioning() (in module networkx.algorithms.approximation.maxcut)": [[224, "networkx.algorithms.approximation.maxcut.randomized_partitioning"]], "ramsey_r2() (in module networkx.algorithms.approximation.ramsey)": [[225, "networkx.algorithms.approximation.ramsey.ramsey_R2"]], "metric_closure() (in module networkx.algorithms.approximation.steinertree)": [[226, "networkx.algorithms.approximation.steinertree.metric_closure"]], "steiner_tree() (in module networkx.algorithms.approximation.steinertree)": [[227, "networkx.algorithms.approximation.steinertree.steiner_tree"]], "asadpour_atsp() (in module networkx.algorithms.approximation.traveling_salesman)": [[228, "networkx.algorithms.approximation.traveling_salesman.asadpour_atsp"]], "christofides() (in module networkx.algorithms.approximation.traveling_salesman)": [[229, "networkx.algorithms.approximation.traveling_salesman.christofides"]], "greedy_tsp() (in module networkx.algorithms.approximation.traveling_salesman)": [[230, "networkx.algorithms.approximation.traveling_salesman.greedy_tsp"]], "simulated_annealing_tsp() (in module networkx.algorithms.approximation.traveling_salesman)": [[231, "networkx.algorithms.approximation.traveling_salesman.simulated_annealing_tsp"]], "threshold_accepting_tsp() (in module networkx.algorithms.approximation.traveling_salesman)": [[232, "networkx.algorithms.approximation.traveling_salesman.threshold_accepting_tsp"]], "traveling_salesman_problem() (in module networkx.algorithms.approximation.traveling_salesman)": [[233, "networkx.algorithms.approximation.traveling_salesman.traveling_salesman_problem"]], "treewidth_min_degree() (in module networkx.algorithms.approximation.treewidth)": [[234, "networkx.algorithms.approximation.treewidth.treewidth_min_degree"]], "treewidth_min_fill_in() (in module networkx.algorithms.approximation.treewidth)": [[235, "networkx.algorithms.approximation.treewidth.treewidth_min_fill_in"]], "min_weighted_vertex_cover() (in module networkx.algorithms.approximation.vertex_cover)": [[236, "networkx.algorithms.approximation.vertex_cover.min_weighted_vertex_cover"]], "attribute_assortativity_coefficient() (in module networkx.algorithms.assortativity)": [[237, "networkx.algorithms.assortativity.attribute_assortativity_coefficient"]], "attribute_mixing_dict() (in module networkx.algorithms.assortativity)": [[238, "networkx.algorithms.assortativity.attribute_mixing_dict"]], "attribute_mixing_matrix() (in module networkx.algorithms.assortativity)": [[239, "networkx.algorithms.assortativity.attribute_mixing_matrix"]], "average_degree_connectivity() (in module networkx.algorithms.assortativity)": [[240, "networkx.algorithms.assortativity.average_degree_connectivity"]], "average_neighbor_degree() (in module networkx.algorithms.assortativity)": [[241, "networkx.algorithms.assortativity.average_neighbor_degree"]], "degree_assortativity_coefficient() (in module networkx.algorithms.assortativity)": [[242, "networkx.algorithms.assortativity.degree_assortativity_coefficient"]], "degree_mixing_dict() (in module networkx.algorithms.assortativity)": [[243, "networkx.algorithms.assortativity.degree_mixing_dict"]], "degree_mixing_matrix() (in module networkx.algorithms.assortativity)": [[244, "networkx.algorithms.assortativity.degree_mixing_matrix"]], "degree_pearson_correlation_coefficient() (in module networkx.algorithms.assortativity)": [[245, "networkx.algorithms.assortativity.degree_pearson_correlation_coefficient"]], "mixing_dict() (in module networkx.algorithms.assortativity)": [[246, "networkx.algorithms.assortativity.mixing_dict"]], "node_attribute_xy() (in module networkx.algorithms.assortativity)": [[247, "networkx.algorithms.assortativity.node_attribute_xy"]], "node_degree_xy() (in module networkx.algorithms.assortativity)": [[248, "networkx.algorithms.assortativity.node_degree_xy"]], "numeric_assortativity_coefficient() (in module networkx.algorithms.assortativity)": [[249, "networkx.algorithms.assortativity.numeric_assortativity_coefficient"]], "find_asteroidal_triple() (in module networkx.algorithms.asteroidal)": [[250, "networkx.algorithms.asteroidal.find_asteroidal_triple"]], "is_at_free() (in module networkx.algorithms.asteroidal)": [[251, "networkx.algorithms.asteroidal.is_at_free"]], "color() (in module networkx.algorithms.bipartite.basic)": [[252, "networkx.algorithms.bipartite.basic.color"]], "degrees() (in module networkx.algorithms.bipartite.basic)": [[253, "networkx.algorithms.bipartite.basic.degrees"]], "density() (in module networkx.algorithms.bipartite.basic)": [[254, "networkx.algorithms.bipartite.basic.density"]], "is_bipartite() (in module networkx.algorithms.bipartite.basic)": [[255, "networkx.algorithms.bipartite.basic.is_bipartite"]], "is_bipartite_node_set() (in module networkx.algorithms.bipartite.basic)": [[256, "networkx.algorithms.bipartite.basic.is_bipartite_node_set"]], "sets() (in module networkx.algorithms.bipartite.basic)": [[257, "networkx.algorithms.bipartite.basic.sets"]], "betweenness_centrality() (in module networkx.algorithms.bipartite.centrality)": [[258, "networkx.algorithms.bipartite.centrality.betweenness_centrality"]], "closeness_centrality() (in module networkx.algorithms.bipartite.centrality)": [[259, "networkx.algorithms.bipartite.centrality.closeness_centrality"]], "degree_centrality() (in module networkx.algorithms.bipartite.centrality)": [[260, "networkx.algorithms.bipartite.centrality.degree_centrality"]], "average_clustering() (in module networkx.algorithms.bipartite.cluster)": [[261, "networkx.algorithms.bipartite.cluster.average_clustering"]], "clustering() (in module networkx.algorithms.bipartite.cluster)": [[262, "networkx.algorithms.bipartite.cluster.clustering"]], "latapy_clustering() (in module networkx.algorithms.bipartite.cluster)": [[263, "networkx.algorithms.bipartite.cluster.latapy_clustering"]], "robins_alexander_clustering() (in module networkx.algorithms.bipartite.cluster)": [[264, "networkx.algorithms.bipartite.cluster.robins_alexander_clustering"]], "min_edge_cover() (in module networkx.algorithms.bipartite.covering)": [[265, "networkx.algorithms.bipartite.covering.min_edge_cover"]], "generate_edgelist() (in module networkx.algorithms.bipartite.edgelist)": [[266, "networkx.algorithms.bipartite.edgelist.generate_edgelist"]], "parse_edgelist() (in module networkx.algorithms.bipartite.edgelist)": [[267, "networkx.algorithms.bipartite.edgelist.parse_edgelist"]], "read_edgelist() (in module networkx.algorithms.bipartite.edgelist)": [[268, "networkx.algorithms.bipartite.edgelist.read_edgelist"]], "write_edgelist() (in module networkx.algorithms.bipartite.edgelist)": [[269, "networkx.algorithms.bipartite.edgelist.write_edgelist"]], "alternating_havel_hakimi_graph() (in module networkx.algorithms.bipartite.generators)": [[270, "networkx.algorithms.bipartite.generators.alternating_havel_hakimi_graph"]], "complete_bipartite_graph() (in module networkx.algorithms.bipartite.generators)": [[271, "networkx.algorithms.bipartite.generators.complete_bipartite_graph"]], "configuration_model() (in module networkx.algorithms.bipartite.generators)": [[272, "networkx.algorithms.bipartite.generators.configuration_model"]], "gnmk_random_graph() (in module networkx.algorithms.bipartite.generators)": [[273, "networkx.algorithms.bipartite.generators.gnmk_random_graph"]], "havel_hakimi_graph() (in module networkx.algorithms.bipartite.generators)": [[274, "networkx.algorithms.bipartite.generators.havel_hakimi_graph"]], "preferential_attachment_graph() (in module networkx.algorithms.bipartite.generators)": [[275, "networkx.algorithms.bipartite.generators.preferential_attachment_graph"]], "random_graph() (in module networkx.algorithms.bipartite.generators)": [[276, "networkx.algorithms.bipartite.generators.random_graph"]], "reverse_havel_hakimi_graph() (in module networkx.algorithms.bipartite.generators)": [[277, "networkx.algorithms.bipartite.generators.reverse_havel_hakimi_graph"]], "eppstein_matching() (in module networkx.algorithms.bipartite.matching)": [[278, "networkx.algorithms.bipartite.matching.eppstein_matching"]], "hopcroft_karp_matching() (in module networkx.algorithms.bipartite.matching)": [[279, "networkx.algorithms.bipartite.matching.hopcroft_karp_matching"]], "maximum_matching() (in module networkx.algorithms.bipartite.matching)": [[280, "networkx.algorithms.bipartite.matching.maximum_matching"]], "minimum_weight_full_matching() (in module networkx.algorithms.bipartite.matching)": [[281, "networkx.algorithms.bipartite.matching.minimum_weight_full_matching"]], "to_vertex_cover() (in module networkx.algorithms.bipartite.matching)": [[282, "networkx.algorithms.bipartite.matching.to_vertex_cover"]], "biadjacency_matrix() (in module networkx.algorithms.bipartite.matrix)": [[283, "networkx.algorithms.bipartite.matrix.biadjacency_matrix"]], "from_biadjacency_matrix() (in module networkx.algorithms.bipartite.matrix)": [[284, "networkx.algorithms.bipartite.matrix.from_biadjacency_matrix"]], "collaboration_weighted_projected_graph() (in module networkx.algorithms.bipartite.projection)": [[285, "networkx.algorithms.bipartite.projection.collaboration_weighted_projected_graph"]], "generic_weighted_projected_graph() (in module networkx.algorithms.bipartite.projection)": [[286, "networkx.algorithms.bipartite.projection.generic_weighted_projected_graph"]], "overlap_weighted_projected_graph() (in module networkx.algorithms.bipartite.projection)": [[287, "networkx.algorithms.bipartite.projection.overlap_weighted_projected_graph"]], "projected_graph() (in module networkx.algorithms.bipartite.projection)": [[288, "networkx.algorithms.bipartite.projection.projected_graph"]], "weighted_projected_graph() (in module networkx.algorithms.bipartite.projection)": [[289, "networkx.algorithms.bipartite.projection.weighted_projected_graph"]], "node_redundancy() (in module networkx.algorithms.bipartite.redundancy)": [[290, "networkx.algorithms.bipartite.redundancy.node_redundancy"]], "spectral_bipartivity() (in module networkx.algorithms.bipartite.spectral)": [[291, "networkx.algorithms.bipartite.spectral.spectral_bipartivity"]], "edge_boundary() (in module networkx.algorithms.boundary)": [[292, "networkx.algorithms.boundary.edge_boundary"]], "node_boundary() (in module networkx.algorithms.boundary)": [[293, "networkx.algorithms.boundary.node_boundary"]], "bridges() (in module networkx.algorithms.bridges)": [[294, "networkx.algorithms.bridges.bridges"]], "has_bridges() (in module networkx.algorithms.bridges)": [[295, "networkx.algorithms.bridges.has_bridges"]], "local_bridges() (in module networkx.algorithms.bridges)": [[296, "networkx.algorithms.bridges.local_bridges"]], "approximate_current_flow_betweenness_centrality() (in module networkx.algorithms.centrality)": [[297, "networkx.algorithms.centrality.approximate_current_flow_betweenness_centrality"]], "betweenness_centrality() (in module networkx.algorithms.centrality)": [[298, "networkx.algorithms.centrality.betweenness_centrality"]], "betweenness_centrality_subset() (in module networkx.algorithms.centrality)": [[299, "networkx.algorithms.centrality.betweenness_centrality_subset"]], "closeness_centrality() (in module networkx.algorithms.centrality)": [[300, "networkx.algorithms.centrality.closeness_centrality"]], "communicability_betweenness_centrality() (in module networkx.algorithms.centrality)": [[301, "networkx.algorithms.centrality.communicability_betweenness_centrality"]], "current_flow_betweenness_centrality() (in module networkx.algorithms.centrality)": [[302, "networkx.algorithms.centrality.current_flow_betweenness_centrality"]], "current_flow_betweenness_centrality_subset() (in module networkx.algorithms.centrality)": [[303, "networkx.algorithms.centrality.current_flow_betweenness_centrality_subset"]], "current_flow_closeness_centrality() (in module networkx.algorithms.centrality)": [[304, "networkx.algorithms.centrality.current_flow_closeness_centrality"]], "degree_centrality() (in module networkx.algorithms.centrality)": [[305, "networkx.algorithms.centrality.degree_centrality"]], "dispersion() (in module networkx.algorithms.centrality)": [[306, "networkx.algorithms.centrality.dispersion"]], "edge_betweenness_centrality() (in module networkx.algorithms.centrality)": [[307, "networkx.algorithms.centrality.edge_betweenness_centrality"]], "edge_betweenness_centrality_subset() (in module networkx.algorithms.centrality)": [[308, "networkx.algorithms.centrality.edge_betweenness_centrality_subset"]], "edge_current_flow_betweenness_centrality() (in module networkx.algorithms.centrality)": [[309, "networkx.algorithms.centrality.edge_current_flow_betweenness_centrality"]], "edge_current_flow_betweenness_centrality_subset() (in module networkx.algorithms.centrality)": [[310, "networkx.algorithms.centrality.edge_current_flow_betweenness_centrality_subset"]], "edge_load_centrality() (in module networkx.algorithms.centrality)": [[311, "networkx.algorithms.centrality.edge_load_centrality"]], "eigenvector_centrality() (in module networkx.algorithms.centrality)": [[312, "networkx.algorithms.centrality.eigenvector_centrality"]], "eigenvector_centrality_numpy() (in module networkx.algorithms.centrality)": [[313, "networkx.algorithms.centrality.eigenvector_centrality_numpy"]], "estrada_index() (in module networkx.algorithms.centrality)": [[314, "networkx.algorithms.centrality.estrada_index"]], "global_reaching_centrality() (in module networkx.algorithms.centrality)": [[315, "networkx.algorithms.centrality.global_reaching_centrality"]], "group_betweenness_centrality() (in module networkx.algorithms.centrality)": [[316, "networkx.algorithms.centrality.group_betweenness_centrality"]], "group_closeness_centrality() (in module networkx.algorithms.centrality)": [[317, "networkx.algorithms.centrality.group_closeness_centrality"]], "group_degree_centrality() (in module networkx.algorithms.centrality)": [[318, "networkx.algorithms.centrality.group_degree_centrality"]], "group_in_degree_centrality() (in module networkx.algorithms.centrality)": [[319, "networkx.algorithms.centrality.group_in_degree_centrality"]], "group_out_degree_centrality() (in module networkx.algorithms.centrality)": [[320, "networkx.algorithms.centrality.group_out_degree_centrality"]], "harmonic_centrality() (in module networkx.algorithms.centrality)": [[321, "networkx.algorithms.centrality.harmonic_centrality"]], "in_degree_centrality() (in module networkx.algorithms.centrality)": [[322, "networkx.algorithms.centrality.in_degree_centrality"]], "incremental_closeness_centrality() (in module networkx.algorithms.centrality)": [[323, "networkx.algorithms.centrality.incremental_closeness_centrality"]], "information_centrality() (in module networkx.algorithms.centrality)": [[324, "networkx.algorithms.centrality.information_centrality"]], "katz_centrality() (in module networkx.algorithms.centrality)": [[325, "networkx.algorithms.centrality.katz_centrality"]], "katz_centrality_numpy() (in module networkx.algorithms.centrality)": [[326, "networkx.algorithms.centrality.katz_centrality_numpy"]], "laplacian_centrality() (in module networkx.algorithms.centrality)": [[327, "networkx.algorithms.centrality.laplacian_centrality"]], "load_centrality() (in module networkx.algorithms.centrality)": [[328, "networkx.algorithms.centrality.load_centrality"]], "local_reaching_centrality() (in module networkx.algorithms.centrality)": [[329, "networkx.algorithms.centrality.local_reaching_centrality"]], "out_degree_centrality() (in module networkx.algorithms.centrality)": [[330, "networkx.algorithms.centrality.out_degree_centrality"]], "percolation_centrality() (in module networkx.algorithms.centrality)": [[331, "networkx.algorithms.centrality.percolation_centrality"]], "prominent_group() (in module networkx.algorithms.centrality)": [[332, "networkx.algorithms.centrality.prominent_group"]], "second_order_centrality() (in module networkx.algorithms.centrality)": [[333, "networkx.algorithms.centrality.second_order_centrality"]], "subgraph_centrality() (in module networkx.algorithms.centrality)": [[334, "networkx.algorithms.centrality.subgraph_centrality"]], "subgraph_centrality_exp() (in module networkx.algorithms.centrality)": [[335, "networkx.algorithms.centrality.subgraph_centrality_exp"]], "trophic_differences() (in module networkx.algorithms.centrality)": [[336, "networkx.algorithms.centrality.trophic_differences"]], "trophic_incoherence_parameter() (in module networkx.algorithms.centrality)": [[337, "networkx.algorithms.centrality.trophic_incoherence_parameter"]], "trophic_levels() (in module networkx.algorithms.centrality)": [[338, "networkx.algorithms.centrality.trophic_levels"]], "voterank() (in module networkx.algorithms.centrality)": [[339, "networkx.algorithms.centrality.voterank"]], "chain_decomposition() (in module networkx.algorithms.chains)": [[340, "networkx.algorithms.chains.chain_decomposition"]], "chordal_graph_cliques() (in module networkx.algorithms.chordal)": [[341, "networkx.algorithms.chordal.chordal_graph_cliques"]], "chordal_graph_treewidth() (in module networkx.algorithms.chordal)": [[342, "networkx.algorithms.chordal.chordal_graph_treewidth"]], "complete_to_chordal_graph() (in module networkx.algorithms.chordal)": [[343, "networkx.algorithms.chordal.complete_to_chordal_graph"]], "find_induced_nodes() (in module networkx.algorithms.chordal)": [[344, "networkx.algorithms.chordal.find_induced_nodes"]], "is_chordal() (in module networkx.algorithms.chordal)": [[345, "networkx.algorithms.chordal.is_chordal"]], "cliques_containing_node() (in module networkx.algorithms.clique)": [[346, "networkx.algorithms.clique.cliques_containing_node"]], "enumerate_all_cliques() (in module networkx.algorithms.clique)": [[347, "networkx.algorithms.clique.enumerate_all_cliques"]], "find_cliques() (in module networkx.algorithms.clique)": [[348, "networkx.algorithms.clique.find_cliques"]], "find_cliques_recursive() (in module networkx.algorithms.clique)": [[349, "networkx.algorithms.clique.find_cliques_recursive"]], "graph_clique_number() (in module networkx.algorithms.clique)": [[350, "networkx.algorithms.clique.graph_clique_number"]], "graph_number_of_cliques() (in module networkx.algorithms.clique)": [[351, "networkx.algorithms.clique.graph_number_of_cliques"]], "make_clique_bipartite() (in module networkx.algorithms.clique)": [[352, "networkx.algorithms.clique.make_clique_bipartite"]], "make_max_clique_graph() (in module networkx.algorithms.clique)": [[353, "networkx.algorithms.clique.make_max_clique_graph"]], "max_weight_clique() (in module networkx.algorithms.clique)": [[354, "networkx.algorithms.clique.max_weight_clique"]], "node_clique_number() (in module networkx.algorithms.clique)": [[355, "networkx.algorithms.clique.node_clique_number"]], "number_of_cliques() (in module networkx.algorithms.clique)": [[356, "networkx.algorithms.clique.number_of_cliques"]], "average_clustering() (in module networkx.algorithms.cluster)": [[357, "networkx.algorithms.cluster.average_clustering"]], "clustering() (in module networkx.algorithms.cluster)": [[358, "networkx.algorithms.cluster.clustering"]], "generalized_degree() (in module networkx.algorithms.cluster)": [[359, "networkx.algorithms.cluster.generalized_degree"]], "square_clustering() (in module networkx.algorithms.cluster)": [[360, "networkx.algorithms.cluster.square_clustering"]], "transitivity() (in module networkx.algorithms.cluster)": [[361, "networkx.algorithms.cluster.transitivity"]], "triangles() (in module networkx.algorithms.cluster)": [[362, "networkx.algorithms.cluster.triangles"]], "equitable_color() (in module networkx.algorithms.coloring)": [[363, "networkx.algorithms.coloring.equitable_color"]], "greedy_color() (in module networkx.algorithms.coloring)": [[364, "networkx.algorithms.coloring.greedy_color"]], "strategy_connected_sequential() (in module networkx.algorithms.coloring)": [[365, "networkx.algorithms.coloring.strategy_connected_sequential"]], "strategy_connected_sequential_bfs() (in module networkx.algorithms.coloring)": [[366, "networkx.algorithms.coloring.strategy_connected_sequential_bfs"]], "strategy_connected_sequential_dfs() (in module networkx.algorithms.coloring)": [[367, "networkx.algorithms.coloring.strategy_connected_sequential_dfs"]], "strategy_independent_set() (in module networkx.algorithms.coloring)": [[368, "networkx.algorithms.coloring.strategy_independent_set"]], "strategy_largest_first() (in module networkx.algorithms.coloring)": [[369, "networkx.algorithms.coloring.strategy_largest_first"]], "strategy_random_sequential() (in module networkx.algorithms.coloring)": [[370, "networkx.algorithms.coloring.strategy_random_sequential"]], "strategy_saturation_largest_first() (in module networkx.algorithms.coloring)": [[371, "networkx.algorithms.coloring.strategy_saturation_largest_first"]], "strategy_smallest_last() (in module networkx.algorithms.coloring)": [[372, "networkx.algorithms.coloring.strategy_smallest_last"]], "communicability() (in module networkx.algorithms.communicability_alg)": [[373, "networkx.algorithms.communicability_alg.communicability"]], "communicability_exp() (in module networkx.algorithms.communicability_alg)": [[374, "networkx.algorithms.communicability_alg.communicability_exp"]], "asyn_fluidc() (in module networkx.algorithms.community.asyn_fluid)": [[375, "networkx.algorithms.community.asyn_fluid.asyn_fluidc"]], "girvan_newman() (in module networkx.algorithms.community.centrality)": [[376, "networkx.algorithms.community.centrality.girvan_newman"]], "is_partition() (in module networkx.algorithms.community.community_utils)": [[377, "networkx.algorithms.community.community_utils.is_partition"]], "k_clique_communities() (in module networkx.algorithms.community.kclique)": [[378, "networkx.algorithms.community.kclique.k_clique_communities"]], "kernighan_lin_bisection() (in module networkx.algorithms.community.kernighan_lin)": [[379, "networkx.algorithms.community.kernighan_lin.kernighan_lin_bisection"]], "asyn_lpa_communities() (in module networkx.algorithms.community.label_propagation)": [[380, "networkx.algorithms.community.label_propagation.asyn_lpa_communities"]], "label_propagation_communities() (in module networkx.algorithms.community.label_propagation)": [[381, "networkx.algorithms.community.label_propagation.label_propagation_communities"]], "louvain_communities() (in module networkx.algorithms.community.louvain)": [[382, "networkx.algorithms.community.louvain.louvain_communities"]], "louvain_partitions() (in module networkx.algorithms.community.louvain)": [[383, "networkx.algorithms.community.louvain.louvain_partitions"]], "lukes_partitioning() (in module networkx.algorithms.community.lukes)": [[384, "networkx.algorithms.community.lukes.lukes_partitioning"]], "greedy_modularity_communities() (in module networkx.algorithms.community.modularity_max)": [[385, "networkx.algorithms.community.modularity_max.greedy_modularity_communities"]], "naive_greedy_modularity_communities() (in module networkx.algorithms.community.modularity_max)": [[386, "networkx.algorithms.community.modularity_max.naive_greedy_modularity_communities"]], "modularity() (in module networkx.algorithms.community.quality)": [[387, "networkx.algorithms.community.quality.modularity"]], "partition_quality() (in module networkx.algorithms.community.quality)": [[388, "networkx.algorithms.community.quality.partition_quality"]], "articulation_points() (in module networkx.algorithms.components)": [[389, "networkx.algorithms.components.articulation_points"]], "attracting_components() (in module networkx.algorithms.components)": [[390, "networkx.algorithms.components.attracting_components"]], "biconnected_component_edges() (in module networkx.algorithms.components)": [[391, "networkx.algorithms.components.biconnected_component_edges"]], "biconnected_components() (in module networkx.algorithms.components)": [[392, "networkx.algorithms.components.biconnected_components"]], "condensation() (in module networkx.algorithms.components)": [[393, "networkx.algorithms.components.condensation"]], "connected_components() (in module networkx.algorithms.components)": [[394, "networkx.algorithms.components.connected_components"]], "is_attracting_component() (in module networkx.algorithms.components)": [[395, "networkx.algorithms.components.is_attracting_component"]], "is_biconnected() (in module networkx.algorithms.components)": [[396, "networkx.algorithms.components.is_biconnected"]], "is_connected() (in module networkx.algorithms.components)": [[397, "networkx.algorithms.components.is_connected"]], "is_semiconnected() (in module networkx.algorithms.components)": [[398, "networkx.algorithms.components.is_semiconnected"]], "is_strongly_connected() (in module networkx.algorithms.components)": [[399, "networkx.algorithms.components.is_strongly_connected"]], "is_weakly_connected() (in module networkx.algorithms.components)": [[400, "networkx.algorithms.components.is_weakly_connected"]], "kosaraju_strongly_connected_components() (in module networkx.algorithms.components)": [[401, "networkx.algorithms.components.kosaraju_strongly_connected_components"]], "node_connected_component() (in module networkx.algorithms.components)": [[402, "networkx.algorithms.components.node_connected_component"]], "number_attracting_components() (in module networkx.algorithms.components)": [[403, "networkx.algorithms.components.number_attracting_components"]], "number_connected_components() (in module networkx.algorithms.components)": [[404, "networkx.algorithms.components.number_connected_components"]], "number_strongly_connected_components() (in module networkx.algorithms.components)": [[405, "networkx.algorithms.components.number_strongly_connected_components"]], "number_weakly_connected_components() (in module networkx.algorithms.components)": [[406, "networkx.algorithms.components.number_weakly_connected_components"]], "strongly_connected_components() (in module networkx.algorithms.components)": [[407, "networkx.algorithms.components.strongly_connected_components"]], "strongly_connected_components_recursive() (in module networkx.algorithms.components)": [[408, "networkx.algorithms.components.strongly_connected_components_recursive"]], "weakly_connected_components() (in module networkx.algorithms.components)": [[409, "networkx.algorithms.components.weakly_connected_components"]], "all_pairs_node_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[410, "networkx.algorithms.connectivity.connectivity.all_pairs_node_connectivity"]], "average_node_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[411, "networkx.algorithms.connectivity.connectivity.average_node_connectivity"]], "edge_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[412, "networkx.algorithms.connectivity.connectivity.edge_connectivity"]], "local_edge_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[413, "networkx.algorithms.connectivity.connectivity.local_edge_connectivity"]], "local_node_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[414, "networkx.algorithms.connectivity.connectivity.local_node_connectivity"]], "node_connectivity() (in module networkx.algorithms.connectivity.connectivity)": [[415, "networkx.algorithms.connectivity.connectivity.node_connectivity"]], "minimum_edge_cut() (in module networkx.algorithms.connectivity.cuts)": [[416, "networkx.algorithms.connectivity.cuts.minimum_edge_cut"]], "minimum_node_cut() (in module networkx.algorithms.connectivity.cuts)": [[417, "networkx.algorithms.connectivity.cuts.minimum_node_cut"]], "minimum_st_edge_cut() (in module networkx.algorithms.connectivity.cuts)": [[418, "networkx.algorithms.connectivity.cuts.minimum_st_edge_cut"]], "minimum_st_node_cut() (in module networkx.algorithms.connectivity.cuts)": [[419, "networkx.algorithms.connectivity.cuts.minimum_st_node_cut"]], "edge_disjoint_paths() (in module networkx.algorithms.connectivity.disjoint_paths)": [[420, "networkx.algorithms.connectivity.disjoint_paths.edge_disjoint_paths"]], "node_disjoint_paths() (in module networkx.algorithms.connectivity.disjoint_paths)": [[421, "networkx.algorithms.connectivity.disjoint_paths.node_disjoint_paths"]], "is_k_edge_connected() (in module networkx.algorithms.connectivity.edge_augmentation)": [[422, "networkx.algorithms.connectivity.edge_augmentation.is_k_edge_connected"]], "is_locally_k_edge_connected() (in module networkx.algorithms.connectivity.edge_augmentation)": [[423, "networkx.algorithms.connectivity.edge_augmentation.is_locally_k_edge_connected"]], "k_edge_augmentation() (in module networkx.algorithms.connectivity.edge_augmentation)": [[424, "networkx.algorithms.connectivity.edge_augmentation.k_edge_augmentation"]], "edgecomponentauxgraph (class in networkx.algorithms.connectivity.edge_kcomponents)": [[425, "networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph"]], "__init__() (edgecomponentauxgraph method)": [[425, "networkx.algorithms.connectivity.edge_kcomponents.EdgeComponentAuxGraph.__init__"]], "bridge_components() (in module networkx.algorithms.connectivity.edge_kcomponents)": [[426, "networkx.algorithms.connectivity.edge_kcomponents.bridge_components"]], "k_edge_components() (in module networkx.algorithms.connectivity.edge_kcomponents)": [[427, "networkx.algorithms.connectivity.edge_kcomponents.k_edge_components"]], "k_edge_subgraphs() (in module networkx.algorithms.connectivity.edge_kcomponents)": [[428, "networkx.algorithms.connectivity.edge_kcomponents.k_edge_subgraphs"]], "k_components() (in module networkx.algorithms.connectivity.kcomponents)": [[429, "networkx.algorithms.connectivity.kcomponents.k_components"]], "all_node_cuts() (in module networkx.algorithms.connectivity.kcutsets)": [[430, "networkx.algorithms.connectivity.kcutsets.all_node_cuts"]], "stoer_wagner() (in module networkx.algorithms.connectivity.stoerwagner)": [[431, "networkx.algorithms.connectivity.stoerwagner.stoer_wagner"]], "build_auxiliary_edge_connectivity() (in module networkx.algorithms.connectivity.utils)": [[432, "networkx.algorithms.connectivity.utils.build_auxiliary_edge_connectivity"]], "build_auxiliary_node_connectivity() (in module networkx.algorithms.connectivity.utils)": [[433, "networkx.algorithms.connectivity.utils.build_auxiliary_node_connectivity"]], "core_number() (in module networkx.algorithms.core)": [[434, "networkx.algorithms.core.core_number"]], "k_core() (in module networkx.algorithms.core)": [[435, "networkx.algorithms.core.k_core"]], "k_corona() (in module networkx.algorithms.core)": [[436, "networkx.algorithms.core.k_corona"]], "k_crust() (in module networkx.algorithms.core)": [[437, "networkx.algorithms.core.k_crust"]], "k_shell() (in module networkx.algorithms.core)": [[438, "networkx.algorithms.core.k_shell"]], "k_truss() (in module networkx.algorithms.core)": [[439, "networkx.algorithms.core.k_truss"]], "onion_layers() (in module networkx.algorithms.core)": [[440, "networkx.algorithms.core.onion_layers"]], "is_edge_cover() (in module networkx.algorithms.covering)": [[441, "networkx.algorithms.covering.is_edge_cover"]], "min_edge_cover() (in module networkx.algorithms.covering)": [[442, "networkx.algorithms.covering.min_edge_cover"]], "boundary_expansion() (in module networkx.algorithms.cuts)": [[443, "networkx.algorithms.cuts.boundary_expansion"]], "conductance() (in module networkx.algorithms.cuts)": [[444, "networkx.algorithms.cuts.conductance"]], "cut_size() (in module networkx.algorithms.cuts)": [[445, "networkx.algorithms.cuts.cut_size"]], "edge_expansion() (in module networkx.algorithms.cuts)": [[446, "networkx.algorithms.cuts.edge_expansion"]], "mixing_expansion() (in module networkx.algorithms.cuts)": [[447, "networkx.algorithms.cuts.mixing_expansion"]], "node_expansion() (in module networkx.algorithms.cuts)": [[448, "networkx.algorithms.cuts.node_expansion"]], "normalized_cut_size() (in module networkx.algorithms.cuts)": [[449, "networkx.algorithms.cuts.normalized_cut_size"]], "volume() (in module networkx.algorithms.cuts)": [[450, "networkx.algorithms.cuts.volume"]], "cycle_basis() (in module networkx.algorithms.cycles)": [[451, "networkx.algorithms.cycles.cycle_basis"]], "find_cycle() (in module networkx.algorithms.cycles)": [[452, "networkx.algorithms.cycles.find_cycle"]], "minimum_cycle_basis() (in module networkx.algorithms.cycles)": [[453, "networkx.algorithms.cycles.minimum_cycle_basis"]], "recursive_simple_cycles() (in module networkx.algorithms.cycles)": [[454, "networkx.algorithms.cycles.recursive_simple_cycles"]], "simple_cycles() (in module networkx.algorithms.cycles)": [[455, "networkx.algorithms.cycles.simple_cycles"]], "d_separated() (in module networkx.algorithms.d_separation)": [[456, "networkx.algorithms.d_separation.d_separated"]], "all_topological_sorts() (in module networkx.algorithms.dag)": [[457, "networkx.algorithms.dag.all_topological_sorts"]], "ancestors() (in module networkx.algorithms.dag)": [[458, "networkx.algorithms.dag.ancestors"]], "antichains() (in module networkx.algorithms.dag)": [[459, "networkx.algorithms.dag.antichains"]], "dag_longest_path() (in module networkx.algorithms.dag)": [[460, "networkx.algorithms.dag.dag_longest_path"]], "dag_longest_path_length() (in module networkx.algorithms.dag)": [[461, "networkx.algorithms.dag.dag_longest_path_length"]], "dag_to_branching() (in module networkx.algorithms.dag)": [[462, "networkx.algorithms.dag.dag_to_branching"]], "descendants() (in module networkx.algorithms.dag)": [[463, "networkx.algorithms.dag.descendants"]], "is_aperiodic() (in module networkx.algorithms.dag)": [[464, "networkx.algorithms.dag.is_aperiodic"]], "is_directed_acyclic_graph() (in module networkx.algorithms.dag)": [[465, "networkx.algorithms.dag.is_directed_acyclic_graph"]], "lexicographical_topological_sort() (in module networkx.algorithms.dag)": [[466, "networkx.algorithms.dag.lexicographical_topological_sort"]], "topological_generations() (in module networkx.algorithms.dag)": [[467, "networkx.algorithms.dag.topological_generations"]], "topological_sort() (in module networkx.algorithms.dag)": [[468, "networkx.algorithms.dag.topological_sort"]], "transitive_closure() (in module networkx.algorithms.dag)": [[469, "networkx.algorithms.dag.transitive_closure"]], "transitive_closure_dag() (in module networkx.algorithms.dag)": [[470, "networkx.algorithms.dag.transitive_closure_dag"]], "transitive_reduction() (in module networkx.algorithms.dag)": [[471, "networkx.algorithms.dag.transitive_reduction"]], "barycenter() (in module networkx.algorithms.distance_measures)": [[472, "networkx.algorithms.distance_measures.barycenter"]], "center() (in module networkx.algorithms.distance_measures)": [[473, "networkx.algorithms.distance_measures.center"]], "diameter() (in module networkx.algorithms.distance_measures)": [[474, "networkx.algorithms.distance_measures.diameter"]], "eccentricity() (in module networkx.algorithms.distance_measures)": [[475, "networkx.algorithms.distance_measures.eccentricity"]], "periphery() (in module networkx.algorithms.distance_measures)": [[476, "networkx.algorithms.distance_measures.periphery"]], "radius() (in module networkx.algorithms.distance_measures)": [[477, "networkx.algorithms.distance_measures.radius"]], "resistance_distance() (in module networkx.algorithms.distance_measures)": [[478, "networkx.algorithms.distance_measures.resistance_distance"]], "global_parameters() (in module networkx.algorithms.distance_regular)": [[479, "networkx.algorithms.distance_regular.global_parameters"]], "intersection_array() (in module networkx.algorithms.distance_regular)": [[480, "networkx.algorithms.distance_regular.intersection_array"]], "is_distance_regular() (in module networkx.algorithms.distance_regular)": [[481, "networkx.algorithms.distance_regular.is_distance_regular"]], "is_strongly_regular() (in module networkx.algorithms.distance_regular)": [[482, "networkx.algorithms.distance_regular.is_strongly_regular"]], "dominance_frontiers() (in module networkx.algorithms.dominance)": [[483, "networkx.algorithms.dominance.dominance_frontiers"]], "immediate_dominators() (in module networkx.algorithms.dominance)": [[484, "networkx.algorithms.dominance.immediate_dominators"]], "dominating_set() (in module networkx.algorithms.dominating)": [[485, "networkx.algorithms.dominating.dominating_set"]], "is_dominating_set() (in module networkx.algorithms.dominating)": [[486, "networkx.algorithms.dominating.is_dominating_set"]], "efficiency() (in module networkx.algorithms.efficiency_measures)": [[487, "networkx.algorithms.efficiency_measures.efficiency"]], "global_efficiency() (in module networkx.algorithms.efficiency_measures)": [[488, "networkx.algorithms.efficiency_measures.global_efficiency"]], "local_efficiency() (in module networkx.algorithms.efficiency_measures)": [[489, "networkx.algorithms.efficiency_measures.local_efficiency"]], "eulerian_circuit() (in module networkx.algorithms.euler)": [[490, "networkx.algorithms.euler.eulerian_circuit"]], "eulerian_path() (in module networkx.algorithms.euler)": [[491, "networkx.algorithms.euler.eulerian_path"]], "eulerize() (in module networkx.algorithms.euler)": [[492, "networkx.algorithms.euler.eulerize"]], "has_eulerian_path() (in module networkx.algorithms.euler)": [[493, "networkx.algorithms.euler.has_eulerian_path"]], "is_eulerian() (in module networkx.algorithms.euler)": [[494, "networkx.algorithms.euler.is_eulerian"]], "is_semieulerian() (in module networkx.algorithms.euler)": [[495, "networkx.algorithms.euler.is_semieulerian"]], "boykov_kolmogorov() (in module networkx.algorithms.flow)": [[496, "networkx.algorithms.flow.boykov_kolmogorov"]], "build_residual_network() (in module networkx.algorithms.flow)": [[497, "networkx.algorithms.flow.build_residual_network"]], "capacity_scaling() (in module networkx.algorithms.flow)": [[498, "networkx.algorithms.flow.capacity_scaling"]], "cost_of_flow() (in module networkx.algorithms.flow)": [[499, "networkx.algorithms.flow.cost_of_flow"]], "dinitz() (in module networkx.algorithms.flow)": [[500, "networkx.algorithms.flow.dinitz"]], "edmonds_karp() (in module networkx.algorithms.flow)": [[501, "networkx.algorithms.flow.edmonds_karp"]], "gomory_hu_tree() (in module networkx.algorithms.flow)": [[502, "networkx.algorithms.flow.gomory_hu_tree"]], "max_flow_min_cost() (in module networkx.algorithms.flow)": [[503, "networkx.algorithms.flow.max_flow_min_cost"]], "maximum_flow() (in module networkx.algorithms.flow)": [[504, "networkx.algorithms.flow.maximum_flow"]], "maximum_flow_value() (in module networkx.algorithms.flow)": [[505, "networkx.algorithms.flow.maximum_flow_value"]], "min_cost_flow() (in module networkx.algorithms.flow)": [[506, "networkx.algorithms.flow.min_cost_flow"]], "min_cost_flow_cost() (in module networkx.algorithms.flow)": [[507, "networkx.algorithms.flow.min_cost_flow_cost"]], "minimum_cut() (in module networkx.algorithms.flow)": [[508, "networkx.algorithms.flow.minimum_cut"]], "minimum_cut_value() (in module networkx.algorithms.flow)": [[509, "networkx.algorithms.flow.minimum_cut_value"]], "network_simplex() (in module networkx.algorithms.flow)": [[510, "networkx.algorithms.flow.network_simplex"]], "preflow_push() (in module networkx.algorithms.flow)": [[511, "networkx.algorithms.flow.preflow_push"]], "shortest_augmenting_path() (in module networkx.algorithms.flow)": [[512, "networkx.algorithms.flow.shortest_augmenting_path"]], "weisfeiler_lehman_graph_hash() (in module networkx.algorithms.graph_hashing)": [[513, "networkx.algorithms.graph_hashing.weisfeiler_lehman_graph_hash"]], "weisfeiler_lehman_subgraph_hashes() (in module networkx.algorithms.graph_hashing)": [[514, "networkx.algorithms.graph_hashing.weisfeiler_lehman_subgraph_hashes"]], "is_digraphical() (in module networkx.algorithms.graphical)": [[515, "networkx.algorithms.graphical.is_digraphical"]], "is_graphical() (in module networkx.algorithms.graphical)": [[516, "networkx.algorithms.graphical.is_graphical"]], "is_multigraphical() (in module networkx.algorithms.graphical)": [[517, "networkx.algorithms.graphical.is_multigraphical"]], "is_pseudographical() (in module networkx.algorithms.graphical)": [[518, "networkx.algorithms.graphical.is_pseudographical"]], "is_valid_degree_sequence_erdos_gallai() (in module networkx.algorithms.graphical)": [[519, "networkx.algorithms.graphical.is_valid_degree_sequence_erdos_gallai"]], "is_valid_degree_sequence_havel_hakimi() (in module networkx.algorithms.graphical)": [[520, "networkx.algorithms.graphical.is_valid_degree_sequence_havel_hakimi"]], "flow_hierarchy() (in module networkx.algorithms.hierarchy)": [[521, "networkx.algorithms.hierarchy.flow_hierarchy"]], "is_kl_connected() (in module networkx.algorithms.hybrid)": [[522, "networkx.algorithms.hybrid.is_kl_connected"]], "kl_connected_subgraph() (in module networkx.algorithms.hybrid)": [[523, "networkx.algorithms.hybrid.kl_connected_subgraph"]], "is_isolate() (in module networkx.algorithms.isolate)": [[524, "networkx.algorithms.isolate.is_isolate"]], "isolates() (in module networkx.algorithms.isolate)": [[525, "networkx.algorithms.isolate.isolates"]], "number_of_isolates() (in module networkx.algorithms.isolate)": [[526, "networkx.algorithms.isolate.number_of_isolates"]], "__init__() (digraphmatcher method)": [[527, "networkx.algorithms.isomorphism.DiGraphMatcher.__init__"]], "candidate_pairs_iter() (digraphmatcher method)": [[528, "networkx.algorithms.isomorphism.DiGraphMatcher.candidate_pairs_iter"]], "initialize() (digraphmatcher method)": [[529, "networkx.algorithms.isomorphism.DiGraphMatcher.initialize"]], "is_isomorphic() (digraphmatcher method)": [[530, "networkx.algorithms.isomorphism.DiGraphMatcher.is_isomorphic"]], "isomorphisms_iter() (digraphmatcher method)": [[531, "networkx.algorithms.isomorphism.DiGraphMatcher.isomorphisms_iter"]], "match() (digraphmatcher method)": [[532, "networkx.algorithms.isomorphism.DiGraphMatcher.match"]], "semantic_feasibility() (digraphmatcher method)": [[533, "networkx.algorithms.isomorphism.DiGraphMatcher.semantic_feasibility"]], "subgraph_is_isomorphic() (digraphmatcher method)": [[534, "networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_is_isomorphic"]], "subgraph_isomorphisms_iter() (digraphmatcher method)": [[535, "networkx.algorithms.isomorphism.DiGraphMatcher.subgraph_isomorphisms_iter"]], "syntactic_feasibility() (digraphmatcher method)": [[536, "networkx.algorithms.isomorphism.DiGraphMatcher.syntactic_feasibility"]], "__init__() (graphmatcher method)": [[537, "networkx.algorithms.isomorphism.GraphMatcher.__init__"]], "candidate_pairs_iter() (graphmatcher method)": [[538, "networkx.algorithms.isomorphism.GraphMatcher.candidate_pairs_iter"]], "initialize() (graphmatcher method)": [[539, "networkx.algorithms.isomorphism.GraphMatcher.initialize"]], "is_isomorphic() (graphmatcher method)": [[540, "networkx.algorithms.isomorphism.GraphMatcher.is_isomorphic"]], "isomorphisms_iter() (graphmatcher method)": [[541, "networkx.algorithms.isomorphism.GraphMatcher.isomorphisms_iter"]], "match() (graphmatcher method)": [[542, "networkx.algorithms.isomorphism.GraphMatcher.match"]], "semantic_feasibility() (graphmatcher method)": [[543, "networkx.algorithms.isomorphism.GraphMatcher.semantic_feasibility"]], "subgraph_is_isomorphic() (graphmatcher method)": [[544, "networkx.algorithms.isomorphism.GraphMatcher.subgraph_is_isomorphic"]], "subgraph_isomorphisms_iter() (graphmatcher method)": [[545, "networkx.algorithms.isomorphism.GraphMatcher.subgraph_isomorphisms_iter"]], "syntactic_feasibility() (graphmatcher method)": [[546, "networkx.algorithms.isomorphism.GraphMatcher.syntactic_feasibility"]], "ismags (class in networkx.algorithms.isomorphism)": [[547, "networkx.algorithms.isomorphism.ISMAGS"]], "__init__() (ismags method)": [[547, "networkx.algorithms.isomorphism.ISMAGS.__init__"]], "categorical_edge_match() (in module networkx.algorithms.isomorphism)": [[548, "networkx.algorithms.isomorphism.categorical_edge_match"]], "categorical_multiedge_match() (in module networkx.algorithms.isomorphism)": [[549, "networkx.algorithms.isomorphism.categorical_multiedge_match"]], "categorical_node_match() (in module networkx.algorithms.isomorphism)": [[550, "networkx.algorithms.isomorphism.categorical_node_match"]], "could_be_isomorphic() (in module networkx.algorithms.isomorphism)": [[551, "networkx.algorithms.isomorphism.could_be_isomorphic"]], "fast_could_be_isomorphic() (in module networkx.algorithms.isomorphism)": [[552, "networkx.algorithms.isomorphism.fast_could_be_isomorphic"]], "faster_could_be_isomorphic() (in module networkx.algorithms.isomorphism)": [[553, "networkx.algorithms.isomorphism.faster_could_be_isomorphic"]], "generic_edge_match() (in module networkx.algorithms.isomorphism)": [[554, "networkx.algorithms.isomorphism.generic_edge_match"]], "generic_multiedge_match() (in module networkx.algorithms.isomorphism)": [[555, "networkx.algorithms.isomorphism.generic_multiedge_match"]], "generic_node_match() (in module networkx.algorithms.isomorphism)": [[556, "networkx.algorithms.isomorphism.generic_node_match"]], "is_isomorphic() (in module networkx.algorithms.isomorphism)": [[557, "networkx.algorithms.isomorphism.is_isomorphic"]], "numerical_edge_match() (in module networkx.algorithms.isomorphism)": [[558, "networkx.algorithms.isomorphism.numerical_edge_match"]], "numerical_multiedge_match() (in module networkx.algorithms.isomorphism)": [[559, "networkx.algorithms.isomorphism.numerical_multiedge_match"]], "numerical_node_match() (in module networkx.algorithms.isomorphism)": [[560, "networkx.algorithms.isomorphism.numerical_node_match"]], "rooted_tree_isomorphism() (in module networkx.algorithms.isomorphism.tree_isomorphism)": [[561, "networkx.algorithms.isomorphism.tree_isomorphism.rooted_tree_isomorphism"]], "tree_isomorphism() (in module networkx.algorithms.isomorphism.tree_isomorphism)": [[562, "networkx.algorithms.isomorphism.tree_isomorphism.tree_isomorphism"]], "vf2pp_all_isomorphisms() (in module networkx.algorithms.isomorphism.vf2pp)": [[563, "networkx.algorithms.isomorphism.vf2pp.vf2pp_all_isomorphisms"]], "vf2pp_is_isomorphic() (in module networkx.algorithms.isomorphism.vf2pp)": [[564, "networkx.algorithms.isomorphism.vf2pp.vf2pp_is_isomorphic"]], "vf2pp_isomorphism() (in module networkx.algorithms.isomorphism.vf2pp)": [[565, "networkx.algorithms.isomorphism.vf2pp.vf2pp_isomorphism"]], "hits() (in module networkx.algorithms.link_analysis.hits_alg)": [[566, "networkx.algorithms.link_analysis.hits_alg.hits"]], "google_matrix() (in module networkx.algorithms.link_analysis.pagerank_alg)": [[567, "networkx.algorithms.link_analysis.pagerank_alg.google_matrix"]], "pagerank() (in module networkx.algorithms.link_analysis.pagerank_alg)": [[568, "networkx.algorithms.link_analysis.pagerank_alg.pagerank"]], "adamic_adar_index() (in module networkx.algorithms.link_prediction)": [[569, "networkx.algorithms.link_prediction.adamic_adar_index"]], "cn_soundarajan_hopcroft() (in module networkx.algorithms.link_prediction)": [[570, "networkx.algorithms.link_prediction.cn_soundarajan_hopcroft"]], "common_neighbor_centrality() (in module networkx.algorithms.link_prediction)": [[571, "networkx.algorithms.link_prediction.common_neighbor_centrality"]], "jaccard_coefficient() (in module networkx.algorithms.link_prediction)": [[572, "networkx.algorithms.link_prediction.jaccard_coefficient"]], "preferential_attachment() (in module networkx.algorithms.link_prediction)": [[573, "networkx.algorithms.link_prediction.preferential_attachment"]], "ra_index_soundarajan_hopcroft() (in module networkx.algorithms.link_prediction)": [[574, "networkx.algorithms.link_prediction.ra_index_soundarajan_hopcroft"]], "resource_allocation_index() (in module networkx.algorithms.link_prediction)": [[575, "networkx.algorithms.link_prediction.resource_allocation_index"]], "within_inter_cluster() (in module networkx.algorithms.link_prediction)": [[576, "networkx.algorithms.link_prediction.within_inter_cluster"]], "all_pairs_lowest_common_ancestor() (in module networkx.algorithms.lowest_common_ancestors)": [[577, "networkx.algorithms.lowest_common_ancestors.all_pairs_lowest_common_ancestor"]], "lowest_common_ancestor() (in module networkx.algorithms.lowest_common_ancestors)": [[578, "networkx.algorithms.lowest_common_ancestors.lowest_common_ancestor"]], "tree_all_pairs_lowest_common_ancestor() (in module networkx.algorithms.lowest_common_ancestors)": [[579, "networkx.algorithms.lowest_common_ancestors.tree_all_pairs_lowest_common_ancestor"]], "is_matching() (in module networkx.algorithms.matching)": [[580, "networkx.algorithms.matching.is_matching"]], "is_maximal_matching() (in module networkx.algorithms.matching)": [[581, "networkx.algorithms.matching.is_maximal_matching"]], "is_perfect_matching() (in module networkx.algorithms.matching)": [[582, "networkx.algorithms.matching.is_perfect_matching"]], "max_weight_matching() (in module networkx.algorithms.matching)": [[583, "networkx.algorithms.matching.max_weight_matching"]], "maximal_matching() (in module networkx.algorithms.matching)": [[584, "networkx.algorithms.matching.maximal_matching"]], "min_weight_matching() (in module networkx.algorithms.matching)": [[585, "networkx.algorithms.matching.min_weight_matching"]], "contracted_edge() (in module networkx.algorithms.minors)": [[586, "networkx.algorithms.minors.contracted_edge"]], "contracted_nodes() (in module networkx.algorithms.minors)": [[587, "networkx.algorithms.minors.contracted_nodes"]], "equivalence_classes() (in module networkx.algorithms.minors)": [[588, "networkx.algorithms.minors.equivalence_classes"]], "identified_nodes() (in module networkx.algorithms.minors)": [[589, "networkx.algorithms.minors.identified_nodes"]], "quotient_graph() (in module networkx.algorithms.minors)": [[590, "networkx.algorithms.minors.quotient_graph"]], "maximal_independent_set() (in module networkx.algorithms.mis)": [[591, "networkx.algorithms.mis.maximal_independent_set"]], "moral_graph() (in module networkx.algorithms.moral)": [[592, "networkx.algorithms.moral.moral_graph"]], "harmonic_function() (in module networkx.algorithms.node_classification)": [[593, "networkx.algorithms.node_classification.harmonic_function"]], "local_and_global_consistency() (in module networkx.algorithms.node_classification)": [[594, "networkx.algorithms.node_classification.local_and_global_consistency"]], "non_randomness() (in module networkx.algorithms.non_randomness)": [[595, "networkx.algorithms.non_randomness.non_randomness"]], "compose_all() (in module networkx.algorithms.operators.all)": [[596, "networkx.algorithms.operators.all.compose_all"]], "disjoint_union_all() (in module networkx.algorithms.operators.all)": [[597, "networkx.algorithms.operators.all.disjoint_union_all"]], "intersection_all() (in module networkx.algorithms.operators.all)": [[598, "networkx.algorithms.operators.all.intersection_all"]], "union_all() (in module networkx.algorithms.operators.all)": [[599, "networkx.algorithms.operators.all.union_all"]], "compose() (in module networkx.algorithms.operators.binary)": [[600, "networkx.algorithms.operators.binary.compose"]], "difference() (in module networkx.algorithms.operators.binary)": [[601, "networkx.algorithms.operators.binary.difference"]], "disjoint_union() (in module networkx.algorithms.operators.binary)": [[602, "networkx.algorithms.operators.binary.disjoint_union"]], "full_join() (in module networkx.algorithms.operators.binary)": [[603, "networkx.algorithms.operators.binary.full_join"]], "intersection() (in module networkx.algorithms.operators.binary)": [[604, "networkx.algorithms.operators.binary.intersection"]], "symmetric_difference() (in module networkx.algorithms.operators.binary)": [[605, "networkx.algorithms.operators.binary.symmetric_difference"]], "union() (in module networkx.algorithms.operators.binary)": [[606, "networkx.algorithms.operators.binary.union"]], "cartesian_product() (in module networkx.algorithms.operators.product)": [[607, "networkx.algorithms.operators.product.cartesian_product"]], "corona_product() (in module networkx.algorithms.operators.product)": [[608, "networkx.algorithms.operators.product.corona_product"]], "lexicographic_product() (in module networkx.algorithms.operators.product)": [[609, "networkx.algorithms.operators.product.lexicographic_product"]], "power() (in module networkx.algorithms.operators.product)": [[610, "networkx.algorithms.operators.product.power"]], "rooted_product() (in module networkx.algorithms.operators.product)": [[611, "networkx.algorithms.operators.product.rooted_product"]], "strong_product() (in module networkx.algorithms.operators.product)": [[612, "networkx.algorithms.operators.product.strong_product"]], "tensor_product() (in module networkx.algorithms.operators.product)": [[613, "networkx.algorithms.operators.product.tensor_product"]], "complement() (in module networkx.algorithms.operators.unary)": [[614, "networkx.algorithms.operators.unary.complement"]], "reverse() (in module networkx.algorithms.operators.unary)": [[615, "networkx.algorithms.operators.unary.reverse"]], "combinatorial_embedding_to_pos() (in module networkx.algorithms.planar_drawing)": [[616, "networkx.algorithms.planar_drawing.combinatorial_embedding_to_pos"]], "planarembedding (class in networkx.algorithms.planarity)": [[617, "networkx.algorithms.planarity.PlanarEmbedding"]], "__init__() (planarembedding method)": [[617, "networkx.algorithms.planarity.PlanarEmbedding.__init__"]], "check_planarity() (in module networkx.algorithms.planarity)": [[618, "networkx.algorithms.planarity.check_planarity"]], "is_planar() (in module networkx.algorithms.planarity)": [[619, "networkx.algorithms.planarity.is_planar"]], "chromatic_polynomial() (in module networkx.algorithms.polynomials)": [[620, "networkx.algorithms.polynomials.chromatic_polynomial"]], "tutte_polynomial() (in module networkx.algorithms.polynomials)": [[621, "networkx.algorithms.polynomials.tutte_polynomial"]], "overall_reciprocity() (in module networkx.algorithms.reciprocity)": [[622, "networkx.algorithms.reciprocity.overall_reciprocity"]], "reciprocity() (in module networkx.algorithms.reciprocity)": [[623, "networkx.algorithms.reciprocity.reciprocity"]], "is_k_regular() (in module networkx.algorithms.regular)": [[624, "networkx.algorithms.regular.is_k_regular"]], "is_regular() (in module networkx.algorithms.regular)": [[625, "networkx.algorithms.regular.is_regular"]], "k_factor() (in module networkx.algorithms.regular)": [[626, "networkx.algorithms.regular.k_factor"]], "rich_club_coefficient() (in module networkx.algorithms.richclub)": [[627, "networkx.algorithms.richclub.rich_club_coefficient"]], "astar_path() (in module networkx.algorithms.shortest_paths.astar)": [[628, "networkx.algorithms.shortest_paths.astar.astar_path"]], "astar_path_length() (in module networkx.algorithms.shortest_paths.astar)": [[629, "networkx.algorithms.shortest_paths.astar.astar_path_length"]], "floyd_warshall() (in module networkx.algorithms.shortest_paths.dense)": [[630, "networkx.algorithms.shortest_paths.dense.floyd_warshall"]], "floyd_warshall_numpy() (in module networkx.algorithms.shortest_paths.dense)": [[631, "networkx.algorithms.shortest_paths.dense.floyd_warshall_numpy"]], "floyd_warshall_predecessor_and_distance() (in module networkx.algorithms.shortest_paths.dense)": [[632, "networkx.algorithms.shortest_paths.dense.floyd_warshall_predecessor_and_distance"]], "reconstruct_path() (in module networkx.algorithms.shortest_paths.dense)": [[633, "networkx.algorithms.shortest_paths.dense.reconstruct_path"]], "all_shortest_paths() (in module networkx.algorithms.shortest_paths.generic)": [[634, "networkx.algorithms.shortest_paths.generic.all_shortest_paths"]], "average_shortest_path_length() (in module networkx.algorithms.shortest_paths.generic)": [[635, "networkx.algorithms.shortest_paths.generic.average_shortest_path_length"]], "has_path() (in module networkx.algorithms.shortest_paths.generic)": [[636, "networkx.algorithms.shortest_paths.generic.has_path"]], "shortest_path() (in module networkx.algorithms.shortest_paths.generic)": [[637, "networkx.algorithms.shortest_paths.generic.shortest_path"]], "shortest_path_length() (in module networkx.algorithms.shortest_paths.generic)": [[638, "networkx.algorithms.shortest_paths.generic.shortest_path_length"]], "all_pairs_shortest_path() (in module networkx.algorithms.shortest_paths.unweighted)": [[639, "networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path"]], "all_pairs_shortest_path_length() (in module networkx.algorithms.shortest_paths.unweighted)": [[640, "networkx.algorithms.shortest_paths.unweighted.all_pairs_shortest_path_length"]], "bidirectional_shortest_path() (in module networkx.algorithms.shortest_paths.unweighted)": [[641, "networkx.algorithms.shortest_paths.unweighted.bidirectional_shortest_path"]], "predecessor() (in module networkx.algorithms.shortest_paths.unweighted)": [[642, "networkx.algorithms.shortest_paths.unweighted.predecessor"]], "single_source_shortest_path() (in module networkx.algorithms.shortest_paths.unweighted)": [[643, "networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path"]], "single_source_shortest_path_length() (in module networkx.algorithms.shortest_paths.unweighted)": [[644, "networkx.algorithms.shortest_paths.unweighted.single_source_shortest_path_length"]], "single_target_shortest_path() (in module networkx.algorithms.shortest_paths.unweighted)": [[645, "networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path"]], "single_target_shortest_path_length() (in module networkx.algorithms.shortest_paths.unweighted)": [[646, "networkx.algorithms.shortest_paths.unweighted.single_target_shortest_path_length"]], "all_pairs_bellman_ford_path() (in module networkx.algorithms.shortest_paths.weighted)": [[647, "networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path"]], "all_pairs_bellman_ford_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[648, "networkx.algorithms.shortest_paths.weighted.all_pairs_bellman_ford_path_length"]], "all_pairs_dijkstra() (in module networkx.algorithms.shortest_paths.weighted)": [[649, "networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra"]], "all_pairs_dijkstra_path() (in module networkx.algorithms.shortest_paths.weighted)": [[650, "networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path"]], "all_pairs_dijkstra_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[651, "networkx.algorithms.shortest_paths.weighted.all_pairs_dijkstra_path_length"]], "bellman_ford_path() (in module networkx.algorithms.shortest_paths.weighted)": [[652, "networkx.algorithms.shortest_paths.weighted.bellman_ford_path"]], "bellman_ford_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[653, "networkx.algorithms.shortest_paths.weighted.bellman_ford_path_length"]], "bellman_ford_predecessor_and_distance() (in module networkx.algorithms.shortest_paths.weighted)": [[654, "networkx.algorithms.shortest_paths.weighted.bellman_ford_predecessor_and_distance"]], "bidirectional_dijkstra() (in module networkx.algorithms.shortest_paths.weighted)": [[655, "networkx.algorithms.shortest_paths.weighted.bidirectional_dijkstra"]], "dijkstra_path() (in module networkx.algorithms.shortest_paths.weighted)": [[656, "networkx.algorithms.shortest_paths.weighted.dijkstra_path"]], "dijkstra_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[657, "networkx.algorithms.shortest_paths.weighted.dijkstra_path_length"]], "dijkstra_predecessor_and_distance() (in module networkx.algorithms.shortest_paths.weighted)": [[658, "networkx.algorithms.shortest_paths.weighted.dijkstra_predecessor_and_distance"]], "find_negative_cycle() (in module networkx.algorithms.shortest_paths.weighted)": [[659, "networkx.algorithms.shortest_paths.weighted.find_negative_cycle"]], "goldberg_radzik() (in module networkx.algorithms.shortest_paths.weighted)": [[660, "networkx.algorithms.shortest_paths.weighted.goldberg_radzik"]], "johnson() (in module networkx.algorithms.shortest_paths.weighted)": [[661, "networkx.algorithms.shortest_paths.weighted.johnson"]], "multi_source_dijkstra() (in module networkx.algorithms.shortest_paths.weighted)": [[662, "networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra"]], "multi_source_dijkstra_path() (in module networkx.algorithms.shortest_paths.weighted)": [[663, "networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path"]], "multi_source_dijkstra_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[664, "networkx.algorithms.shortest_paths.weighted.multi_source_dijkstra_path_length"]], "negative_edge_cycle() (in module networkx.algorithms.shortest_paths.weighted)": [[665, "networkx.algorithms.shortest_paths.weighted.negative_edge_cycle"]], "single_source_bellman_ford() (in module networkx.algorithms.shortest_paths.weighted)": [[666, "networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford"]], "single_source_bellman_ford_path() (in module networkx.algorithms.shortest_paths.weighted)": [[667, "networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path"]], "single_source_bellman_ford_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[668, "networkx.algorithms.shortest_paths.weighted.single_source_bellman_ford_path_length"]], "single_source_dijkstra() (in module networkx.algorithms.shortest_paths.weighted)": [[669, "networkx.algorithms.shortest_paths.weighted.single_source_dijkstra"]], "single_source_dijkstra_path() (in module networkx.algorithms.shortest_paths.weighted)": [[670, "networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path"]], "single_source_dijkstra_path_length() (in module networkx.algorithms.shortest_paths.weighted)": [[671, "networkx.algorithms.shortest_paths.weighted.single_source_dijkstra_path_length"]], "generate_random_paths() (in module networkx.algorithms.similarity)": [[672, "networkx.algorithms.similarity.generate_random_paths"]], "graph_edit_distance() (in module networkx.algorithms.similarity)": [[673, "networkx.algorithms.similarity.graph_edit_distance"]], "optimal_edit_paths() (in module networkx.algorithms.similarity)": [[674, "networkx.algorithms.similarity.optimal_edit_paths"]], "optimize_edit_paths() (in module networkx.algorithms.similarity)": [[675, "networkx.algorithms.similarity.optimize_edit_paths"]], "optimize_graph_edit_distance() (in module networkx.algorithms.similarity)": [[676, "networkx.algorithms.similarity.optimize_graph_edit_distance"]], "panther_similarity() (in module networkx.algorithms.similarity)": [[677, "networkx.algorithms.similarity.panther_similarity"]], "simrank_similarity() (in module networkx.algorithms.similarity)": [[678, "networkx.algorithms.similarity.simrank_similarity"]], "all_simple_edge_paths() (in module networkx.algorithms.simple_paths)": [[679, "networkx.algorithms.simple_paths.all_simple_edge_paths"]], "all_simple_paths() (in module networkx.algorithms.simple_paths)": [[680, "networkx.algorithms.simple_paths.all_simple_paths"]], "is_simple_path() (in module networkx.algorithms.simple_paths)": [[681, "networkx.algorithms.simple_paths.is_simple_path"]], "shortest_simple_paths() (in module networkx.algorithms.simple_paths)": [[682, "networkx.algorithms.simple_paths.shortest_simple_paths"]], "lattice_reference() (in module networkx.algorithms.smallworld)": [[683, "networkx.algorithms.smallworld.lattice_reference"]], "omega() (in module networkx.algorithms.smallworld)": [[684, "networkx.algorithms.smallworld.omega"]], "random_reference() (in module networkx.algorithms.smallworld)": [[685, "networkx.algorithms.smallworld.random_reference"]], "sigma() (in module networkx.algorithms.smallworld)": [[686, "networkx.algorithms.smallworld.sigma"]], "s_metric() (in module networkx.algorithms.smetric)": [[687, "networkx.algorithms.smetric.s_metric"]], "spanner() (in module networkx.algorithms.sparsifiers)": [[688, "networkx.algorithms.sparsifiers.spanner"]], "constraint() (in module networkx.algorithms.structuralholes)": [[689, "networkx.algorithms.structuralholes.constraint"]], "effective_size() (in module networkx.algorithms.structuralholes)": [[690, "networkx.algorithms.structuralholes.effective_size"]], "local_constraint() (in module networkx.algorithms.structuralholes)": [[691, "networkx.algorithms.structuralholes.local_constraint"]], "dedensify() (in module networkx.algorithms.summarization)": [[692, "networkx.algorithms.summarization.dedensify"]], "snap_aggregation() (in module networkx.algorithms.summarization)": [[693, "networkx.algorithms.summarization.snap_aggregation"]], "connected_double_edge_swap() (in module networkx.algorithms.swap)": [[694, "networkx.algorithms.swap.connected_double_edge_swap"]], "directed_edge_swap() (in module networkx.algorithms.swap)": [[695, "networkx.algorithms.swap.directed_edge_swap"]], "double_edge_swap() (in module networkx.algorithms.swap)": [[696, "networkx.algorithms.swap.double_edge_swap"]], "find_threshold_graph() (in module networkx.algorithms.threshold)": [[697, "networkx.algorithms.threshold.find_threshold_graph"]], "is_threshold_graph() (in module networkx.algorithms.threshold)": [[698, "networkx.algorithms.threshold.is_threshold_graph"]], "hamiltonian_path() (in module networkx.algorithms.tournament)": [[699, "networkx.algorithms.tournament.hamiltonian_path"]], "is_reachable() (in module networkx.algorithms.tournament)": [[700, "networkx.algorithms.tournament.is_reachable"]], "is_strongly_connected() (in module networkx.algorithms.tournament)": [[701, "networkx.algorithms.tournament.is_strongly_connected"]], "is_tournament() (in module networkx.algorithms.tournament)": [[702, "networkx.algorithms.tournament.is_tournament"]], "random_tournament() (in module networkx.algorithms.tournament)": [[703, "networkx.algorithms.tournament.random_tournament"]], "score_sequence() (in module networkx.algorithms.tournament)": [[704, "networkx.algorithms.tournament.score_sequence"]], "bfs_beam_edges() (in module networkx.algorithms.traversal.beamsearch)": [[705, "networkx.algorithms.traversal.beamsearch.bfs_beam_edges"]], "bfs_edges() (in module networkx.algorithms.traversal.breadth_first_search)": [[706, "networkx.algorithms.traversal.breadth_first_search.bfs_edges"]], "bfs_layers() (in module networkx.algorithms.traversal.breadth_first_search)": [[707, "networkx.algorithms.traversal.breadth_first_search.bfs_layers"]], "bfs_predecessors() (in module networkx.algorithms.traversal.breadth_first_search)": [[708, "networkx.algorithms.traversal.breadth_first_search.bfs_predecessors"]], "bfs_successors() (in module networkx.algorithms.traversal.breadth_first_search)": [[709, "networkx.algorithms.traversal.breadth_first_search.bfs_successors"]], "bfs_tree() (in module networkx.algorithms.traversal.breadth_first_search)": [[710, "networkx.algorithms.traversal.breadth_first_search.bfs_tree"]], "descendants_at_distance() (in module networkx.algorithms.traversal.breadth_first_search)": [[711, "networkx.algorithms.traversal.breadth_first_search.descendants_at_distance"]], "dfs_edges() (in module networkx.algorithms.traversal.depth_first_search)": [[712, "networkx.algorithms.traversal.depth_first_search.dfs_edges"]], "dfs_labeled_edges() (in module networkx.algorithms.traversal.depth_first_search)": [[713, "networkx.algorithms.traversal.depth_first_search.dfs_labeled_edges"]], "dfs_postorder_nodes() (in module networkx.algorithms.traversal.depth_first_search)": [[714, "networkx.algorithms.traversal.depth_first_search.dfs_postorder_nodes"]], "dfs_predecessors() (in module networkx.algorithms.traversal.depth_first_search)": [[715, "networkx.algorithms.traversal.depth_first_search.dfs_predecessors"]], "dfs_preorder_nodes() (in module networkx.algorithms.traversal.depth_first_search)": [[716, "networkx.algorithms.traversal.depth_first_search.dfs_preorder_nodes"]], "dfs_successors() (in module networkx.algorithms.traversal.depth_first_search)": [[717, "networkx.algorithms.traversal.depth_first_search.dfs_successors"]], "dfs_tree() (in module networkx.algorithms.traversal.depth_first_search)": [[718, "networkx.algorithms.traversal.depth_first_search.dfs_tree"]], "edge_bfs() (in module networkx.algorithms.traversal.edgebfs)": [[719, "networkx.algorithms.traversal.edgebfs.edge_bfs"]], "edge_dfs() (in module networkx.algorithms.traversal.edgedfs)": [[720, "networkx.algorithms.traversal.edgedfs.edge_dfs"]], "arborescenceiterator (class in networkx.algorithms.tree.branchings)": [[721, "networkx.algorithms.tree.branchings.ArborescenceIterator"]], "__init__() (arborescenceiterator method)": [[721, "networkx.algorithms.tree.branchings.ArborescenceIterator.__init__"]], "edmonds (class in networkx.algorithms.tree.branchings)": [[722, "networkx.algorithms.tree.branchings.Edmonds"]], "__init__() (edmonds method)": [[722, "networkx.algorithms.tree.branchings.Edmonds.__init__"]], "branching_weight() (in module networkx.algorithms.tree.branchings)": [[723, "networkx.algorithms.tree.branchings.branching_weight"]], "greedy_branching() (in module networkx.algorithms.tree.branchings)": [[724, "networkx.algorithms.tree.branchings.greedy_branching"]], "maximum_branching() (in module networkx.algorithms.tree.branchings)": [[725, "networkx.algorithms.tree.branchings.maximum_branching"]], "maximum_spanning_arborescence() (in module networkx.algorithms.tree.branchings)": [[726, "networkx.algorithms.tree.branchings.maximum_spanning_arborescence"]], "minimum_branching() (in module networkx.algorithms.tree.branchings)": [[727, "networkx.algorithms.tree.branchings.minimum_branching"]], "minimum_spanning_arborescence() (in module networkx.algorithms.tree.branchings)": [[728, "networkx.algorithms.tree.branchings.minimum_spanning_arborescence"]], "notatree": [[729, "networkx.algorithms.tree.coding.NotATree"]], "from_nested_tuple() (in module networkx.algorithms.tree.coding)": [[730, "networkx.algorithms.tree.coding.from_nested_tuple"]], "from_prufer_sequence() (in module networkx.algorithms.tree.coding)": [[731, "networkx.algorithms.tree.coding.from_prufer_sequence"]], "to_nested_tuple() (in module networkx.algorithms.tree.coding)": [[732, "networkx.algorithms.tree.coding.to_nested_tuple"]], "to_prufer_sequence() (in module networkx.algorithms.tree.coding)": [[733, "networkx.algorithms.tree.coding.to_prufer_sequence"]], "junction_tree() (in module networkx.algorithms.tree.decomposition)": [[734, "networkx.algorithms.tree.decomposition.junction_tree"]], "spanningtreeiterator (class in networkx.algorithms.tree.mst)": [[735, "networkx.algorithms.tree.mst.SpanningTreeIterator"]], "__init__() (spanningtreeiterator method)": [[735, "networkx.algorithms.tree.mst.SpanningTreeIterator.__init__"]], "maximum_spanning_edges() (in module networkx.algorithms.tree.mst)": [[736, "networkx.algorithms.tree.mst.maximum_spanning_edges"]], "maximum_spanning_tree() (in module networkx.algorithms.tree.mst)": [[737, "networkx.algorithms.tree.mst.maximum_spanning_tree"]], "minimum_spanning_edges() (in module networkx.algorithms.tree.mst)": [[738, "networkx.algorithms.tree.mst.minimum_spanning_edges"]], "minimum_spanning_tree() (in module networkx.algorithms.tree.mst)": [[739, "networkx.algorithms.tree.mst.minimum_spanning_tree"]], "random_spanning_tree() (in module networkx.algorithms.tree.mst)": [[740, "networkx.algorithms.tree.mst.random_spanning_tree"]], "join() (in module networkx.algorithms.tree.operations)": [[741, "networkx.algorithms.tree.operations.join"]], "is_arborescence() (in module networkx.algorithms.tree.recognition)": [[742, "networkx.algorithms.tree.recognition.is_arborescence"]], "is_branching() (in module networkx.algorithms.tree.recognition)": [[743, "networkx.algorithms.tree.recognition.is_branching"]], "is_forest() (in module networkx.algorithms.tree.recognition)": [[744, "networkx.algorithms.tree.recognition.is_forest"]], "is_tree() (in module networkx.algorithms.tree.recognition)": [[745, "networkx.algorithms.tree.recognition.is_tree"]], "all_triads() (in module networkx.algorithms.triads)": [[746, "networkx.algorithms.triads.all_triads"]], "all_triplets() (in module networkx.algorithms.triads)": [[747, "networkx.algorithms.triads.all_triplets"]], "is_triad() (in module networkx.algorithms.triads)": [[748, "networkx.algorithms.triads.is_triad"]], "random_triad() (in module networkx.algorithms.triads)": [[749, "networkx.algorithms.triads.random_triad"]], "triad_type() (in module networkx.algorithms.triads)": [[750, "networkx.algorithms.triads.triad_type"]], "triadic_census() (in module networkx.algorithms.triads)": [[751, "networkx.algorithms.triads.triadic_census"]], "triads_by_type() (in module networkx.algorithms.triads)": [[752, "networkx.algorithms.triads.triads_by_type"]], "closeness_vitality() (in module networkx.algorithms.vitality)": [[753, "networkx.algorithms.vitality.closeness_vitality"]], "voronoi_cells() (in module networkx.algorithms.voronoi)": [[754, "networkx.algorithms.voronoi.voronoi_cells"]], "wiener_index() (in module networkx.algorithms.wiener)": [[755, "networkx.algorithms.wiener.wiener_index"]], "networkx.algorithms.graph_hashing": [[756, "module-networkx.algorithms.graph_hashing"]], "networkx.algorithms.graphical": [[757, "module-networkx.algorithms.graphical"]], "networkx.algorithms.hierarchy": [[758, "module-networkx.algorithms.hierarchy"]], "networkx.algorithms.hybrid": [[759, "module-networkx.algorithms.hybrid"]], "networkx.algorithms.isolate": [[761, "module-networkx.algorithms.isolate"]], "networkx.algorithms.isomorphism": [[762, "module-networkx.algorithms.isomorphism"]], "networkx.algorithms.isomorphism.tree_isomorphism": [[762, "module-networkx.algorithms.isomorphism.tree_isomorphism"]], "networkx.algorithms.isomorphism.vf2pp": [[762, "module-networkx.algorithms.isomorphism.vf2pp"]], "networkx.algorithms.isomorphism.ismags": [[763, "module-networkx.algorithms.isomorphism.ismags"]], "networkx.algorithms.isomorphism.isomorphvf2": [[764, "module-networkx.algorithms.isomorphism.isomorphvf2"]], "networkx.algorithms.link_analysis.hits_alg": [[765, "module-networkx.algorithms.link_analysis.hits_alg"]], "networkx.algorithms.link_analysis.pagerank_alg": [[765, "module-networkx.algorithms.link_analysis.pagerank_alg"]], "networkx.algorithms.link_prediction": [[766, "module-networkx.algorithms.link_prediction"]], "networkx.algorithms.lowest_common_ancestors": [[767, "module-networkx.algorithms.lowest_common_ancestors"]], "networkx.algorithms.matching": [[768, "module-networkx.algorithms.matching"]], "networkx.algorithms.minors": [[769, "module-networkx.algorithms.minors"]], "networkx.algorithms.mis": [[770, "module-networkx.algorithms.mis"]], "networkx.algorithms.moral": [[771, "module-networkx.algorithms.moral"]], "networkx.algorithms.node_classification": [[772, "module-networkx.algorithms.node_classification"]], "networkx.algorithms.non_randomness": [[773, "module-networkx.algorithms.non_randomness"]], "networkx.algorithms.operators.all": [[774, "module-networkx.algorithms.operators.all"]], "networkx.algorithms.operators.binary": [[774, "module-networkx.algorithms.operators.binary"]], "networkx.algorithms.operators.product": [[774, "module-networkx.algorithms.operators.product"]], "networkx.algorithms.operators.unary": [[774, "module-networkx.algorithms.operators.unary"]], "networkx.algorithms.planar_drawing": [[775, "module-networkx.algorithms.planar_drawing"]], "networkx.algorithms.planarity": [[776, "module-networkx.algorithms.planarity"]], "networkx.algorithms.polynomials": [[777, "module-networkx.algorithms.polynomials"]], "networkx.algorithms.reciprocity": [[778, "module-networkx.algorithms.reciprocity"]], "networkx.algorithms.regular": [[779, "module-networkx.algorithms.regular"]], "networkx.algorithms.richclub": [[780, "module-networkx.algorithms.richclub"]], "networkx.algorithms.shortest_paths.astar": [[781, "module-networkx.algorithms.shortest_paths.astar"]], "networkx.algorithms.shortest_paths.dense": [[781, "module-networkx.algorithms.shortest_paths.dense"]], "networkx.algorithms.shortest_paths.generic": [[781, "module-networkx.algorithms.shortest_paths.generic"]], "networkx.algorithms.shortest_paths.unweighted": [[781, "module-networkx.algorithms.shortest_paths.unweighted"]], "networkx.algorithms.shortest_paths.weighted": [[781, "module-networkx.algorithms.shortest_paths.weighted"]], "networkx.algorithms.similarity": [[782, "module-networkx.algorithms.similarity"]], "networkx.algorithms.simple_paths": [[783, "module-networkx.algorithms.simple_paths"]], "networkx.algorithms.smallworld": [[784, "module-networkx.algorithms.smallworld"]], "networkx.algorithms.smetric": [[785, "module-networkx.algorithms.smetric"]], "networkx.algorithms.sparsifiers": [[786, "module-networkx.algorithms.sparsifiers"]], "networkx.algorithms.structuralholes": [[787, "module-networkx.algorithms.structuralholes"]], "networkx.algorithms.summarization": [[788, "module-networkx.algorithms.summarization"]], "networkx.algorithms.swap": [[789, "module-networkx.algorithms.swap"]], "networkx.algorithms.threshold": [[790, "module-networkx.algorithms.threshold"]], "networkx.algorithms.tournament": [[791, "module-networkx.algorithms.tournament"]], "networkx.algorithms.traversal.beamsearch": [[792, "module-networkx.algorithms.traversal.beamsearch"]], "networkx.algorithms.traversal.breadth_first_search": [[792, "module-networkx.algorithms.traversal.breadth_first_search"]], "networkx.algorithms.traversal.depth_first_search": [[792, "module-networkx.algorithms.traversal.depth_first_search"]], "networkx.algorithms.traversal.edgebfs": [[792, "module-networkx.algorithms.traversal.edgebfs"]], "networkx.algorithms.traversal.edgedfs": [[792, "module-networkx.algorithms.traversal.edgedfs"]], "networkx.algorithms.tree.branchings": [[793, "module-networkx.algorithms.tree.branchings"]], "networkx.algorithms.tree.coding": [[793, "module-networkx.algorithms.tree.coding"]], "networkx.algorithms.tree.decomposition": [[793, "module-networkx.algorithms.tree.decomposition"]], "networkx.algorithms.tree.mst": [[793, "module-networkx.algorithms.tree.mst"]], "networkx.algorithms.tree.operations": [[793, "module-networkx.algorithms.tree.operations"]], "networkx.algorithms.tree.recognition": [[793, "module-networkx.algorithms.tree.recognition"]], "networkx.algorithms.triads": [[794, "module-networkx.algorithms.triads"]], "networkx.algorithms.vitality": [[795, "module-networkx.algorithms.vitality"]], "networkx.algorithms.voronoi": [[796, "module-networkx.algorithms.voronoi"]], "networkx.algorithms.wiener": [[797, "module-networkx.algorithms.wiener"]], "digraph (class in networkx)": [[798, "networkx.DiGraph"]], "copy() (adjacencyview method)": [[799, "networkx.classes.coreviews.AdjacencyView.copy"]], "get() (adjacencyview method)": [[800, "networkx.classes.coreviews.AdjacencyView.get"]], "items() (adjacencyview method)": [[801, "networkx.classes.coreviews.AdjacencyView.items"]], "keys() (adjacencyview method)": [[802, "networkx.classes.coreviews.AdjacencyView.keys"]], "values() (adjacencyview method)": [[803, "networkx.classes.coreviews.AdjacencyView.values"]], "copy() (atlasview method)": [[804, "networkx.classes.coreviews.AtlasView.copy"]], "get() (atlasview method)": [[805, 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"networkx.NetworkXUnfeasible"]], "nodenotfound (class in networkx)": [[1046, "networkx.NodeNotFound"]], "poweriterationfailedconvergence (class in networkx)": [[1046, "networkx.PowerIterationFailedConvergence"]], "networkx.exception": [[1046, "module-networkx.exception"]], "networkx.classes.function": [[1047, "module-networkx.classes.function"]], "assemble() (argmap method)": [[1048, "networkx.utils.decorators.argmap.assemble"]], "compile() (argmap method)": [[1049, "networkx.utils.decorators.argmap.compile"]], "signature() (argmap class method)": [[1050, "networkx.utils.decorators.argmap.signature"]], "pop() (mappedqueue method)": [[1051, "networkx.utils.mapped_queue.MappedQueue.pop"]], "push() (mappedqueue method)": [[1052, "networkx.utils.mapped_queue.MappedQueue.push"]], "remove() (mappedqueue method)": [[1053, "networkx.utils.mapped_queue.MappedQueue.remove"]], "update() (mappedqueue method)": [[1054, "networkx.utils.mapped_queue.MappedQueue.update"]], "add_cycle() (in module networkx.classes.function)": [[1055, "networkx.classes.function.add_cycle"]], "add_path() (in module networkx.classes.function)": [[1056, "networkx.classes.function.add_path"]], "add_star() (in module networkx.classes.function)": [[1057, "networkx.classes.function.add_star"]], "all_neighbors() (in module networkx.classes.function)": [[1058, "networkx.classes.function.all_neighbors"]], "common_neighbors() (in module networkx.classes.function)": [[1059, "networkx.classes.function.common_neighbors"]], "create_empty_copy() (in module networkx.classes.function)": [[1060, "networkx.classes.function.create_empty_copy"]], "degree() (in module networkx.classes.function)": [[1061, "networkx.classes.function.degree"]], "degree_histogram() (in module networkx.classes.function)": [[1062, "networkx.classes.function.degree_histogram"]], "density() (in module networkx.classes.function)": [[1063, "networkx.classes.function.density"]], "edge_subgraph() (in module networkx.classes.function)": [[1064, "networkx.classes.function.edge_subgraph"]], "edges() (in module networkx.classes.function)": [[1065, "networkx.classes.function.edges"]], "freeze() (in module networkx.classes.function)": [[1066, "networkx.classes.function.freeze"]], "get_edge_attributes() (in module networkx.classes.function)": [[1067, "networkx.classes.function.get_edge_attributes"]], "get_node_attributes() (in module networkx.classes.function)": [[1068, "networkx.classes.function.get_node_attributes"]], "induced_subgraph() (in module networkx.classes.function)": [[1069, "networkx.classes.function.induced_subgraph"]], "is_directed() (in module networkx.classes.function)": [[1070, "networkx.classes.function.is_directed"]], "is_empty() (in module networkx.classes.function)": [[1071, "networkx.classes.function.is_empty"]], "is_frozen() (in module networkx.classes.function)": [[1072, "networkx.classes.function.is_frozen"]], "is_negatively_weighted() (in module networkx.classes.function)": [[1073, "networkx.classes.function.is_negatively_weighted"]], "is_path() (in module networkx.classes.function)": [[1074, "networkx.classes.function.is_path"]], "is_weighted() (in module networkx.classes.function)": [[1075, "networkx.classes.function.is_weighted"]], "neighbors() (in module networkx.classes.function)": [[1076, "networkx.classes.function.neighbors"]], "nodes() (in module networkx.classes.function)": [[1077, "networkx.classes.function.nodes"]], "nodes_with_selfloops() (in module networkx.classes.function)": [[1078, "networkx.classes.function.nodes_with_selfloops"]], "non_edges() (in module networkx.classes.function)": [[1079, "networkx.classes.function.non_edges"]], "non_neighbors() (in module networkx.classes.function)": [[1080, "networkx.classes.function.non_neighbors"]], "number_of_edges() (in module networkx.classes.function)": [[1081, "networkx.classes.function.number_of_edges"]], "number_of_nodes() (in module networkx.classes.function)": [[1082, "networkx.classes.function.number_of_nodes"]], "number_of_selfloops() (in module networkx.classes.function)": [[1083, "networkx.classes.function.number_of_selfloops"]], "path_weight() (in module networkx.classes.function)": [[1084, "networkx.classes.function.path_weight"]], "restricted_view() (in module networkx.classes.function)": [[1085, "networkx.classes.function.restricted_view"]], "reverse_view() (in module networkx.classes.function)": [[1086, "networkx.classes.function.reverse_view"]], "selfloop_edges() (in module networkx.classes.function)": [[1087, "networkx.classes.function.selfloop_edges"]], "set_edge_attributes() (in module networkx.classes.function)": [[1088, "networkx.classes.function.set_edge_attributes"]], "set_node_attributes() (in module networkx.classes.function)": [[1089, "networkx.classes.function.set_node_attributes"]], "subgraph() (in module networkx.classes.function)": [[1090, "networkx.classes.function.subgraph"]], "subgraph_view() (in module networkx.classes.function)": [[1091, "networkx.classes.function.subgraph_view"]], "to_directed() (in module networkx.classes.function)": [[1092, "networkx.classes.function.to_directed"]], "to_undirected() (in module networkx.classes.function)": [[1093, "networkx.classes.function.to_undirected"]], "from_dict_of_dicts() (in module networkx.convert)": [[1094, "networkx.convert.from_dict_of_dicts"]], "from_dict_of_lists() (in module networkx.convert)": [[1095, "networkx.convert.from_dict_of_lists"]], "from_edgelist() (in module networkx.convert)": [[1096, "networkx.convert.from_edgelist"]], "to_dict_of_dicts() (in module networkx.convert)": [[1097, "networkx.convert.to_dict_of_dicts"]], "to_dict_of_lists() (in module networkx.convert)": [[1098, "networkx.convert.to_dict_of_lists"]], "to_edgelist() (in module networkx.convert)": [[1099, "networkx.convert.to_edgelist"]], "to_networkx_graph() (in module networkx.convert)": [[1100, "networkx.convert.to_networkx_graph"]], "from_numpy_array() (in module networkx.convert_matrix)": [[1101, "networkx.convert_matrix.from_numpy_array"]], "from_pandas_adjacency() (in module networkx.convert_matrix)": [[1102, "networkx.convert_matrix.from_pandas_adjacency"]], "from_pandas_edgelist() (in module networkx.convert_matrix)": [[1103, "networkx.convert_matrix.from_pandas_edgelist"]], "from_scipy_sparse_array() (in module networkx.convert_matrix)": [[1104, "networkx.convert_matrix.from_scipy_sparse_array"]], "to_numpy_array() (in module networkx.convert_matrix)": [[1105, "networkx.convert_matrix.to_numpy_array"]], "to_pandas_adjacency() (in module networkx.convert_matrix)": [[1106, "networkx.convert_matrix.to_pandas_adjacency"]], "to_pandas_edgelist() (in module networkx.convert_matrix)": [[1107, "networkx.convert_matrix.to_pandas_edgelist"]], "to_scipy_sparse_array() (in module networkx.convert_matrix)": [[1108, "networkx.convert_matrix.to_scipy_sparse_array"]], "bipartite_layout() (in module networkx.drawing.layout)": [[1109, 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module networkx.drawing.nx_pylab)": [[1137, "networkx.drawing.nx_pylab.draw_circular"]], "draw_kamada_kawai() (in module networkx.drawing.nx_pylab)": [[1138, "networkx.drawing.nx_pylab.draw_kamada_kawai"]], "draw_networkx() (in module networkx.drawing.nx_pylab)": [[1139, "networkx.drawing.nx_pylab.draw_networkx"]], "draw_networkx_edge_labels() (in module networkx.drawing.nx_pylab)": [[1140, "networkx.drawing.nx_pylab.draw_networkx_edge_labels"]], "draw_networkx_edges() (in module networkx.drawing.nx_pylab)": [[1141, "networkx.drawing.nx_pylab.draw_networkx_edges"]], "draw_networkx_labels() (in module networkx.drawing.nx_pylab)": [[1142, "networkx.drawing.nx_pylab.draw_networkx_labels"]], "draw_networkx_nodes() (in module networkx.drawing.nx_pylab)": [[1143, "networkx.drawing.nx_pylab.draw_networkx_nodes"]], "draw_planar() (in module networkx.drawing.nx_pylab)": [[1144, "networkx.drawing.nx_pylab.draw_planar"]], "draw_random() (in module networkx.drawing.nx_pylab)": [[1145, 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networkx.generators.community)": [[1171, "networkx.generators.community.LFR_benchmark_graph"]], "caveman_graph() (in module networkx.generators.community)": [[1172, "networkx.generators.community.caveman_graph"]], "connected_caveman_graph() (in module networkx.generators.community)": [[1173, "networkx.generators.community.connected_caveman_graph"]], "gaussian_random_partition_graph() (in module networkx.generators.community)": [[1174, "networkx.generators.community.gaussian_random_partition_graph"]], "planted_partition_graph() (in module networkx.generators.community)": [[1175, "networkx.generators.community.planted_partition_graph"]], "random_partition_graph() (in module networkx.generators.community)": [[1176, "networkx.generators.community.random_partition_graph"]], "relaxed_caveman_graph() (in module networkx.generators.community)": [[1177, "networkx.generators.community.relaxed_caveman_graph"]], "ring_of_cliques() (in module networkx.generators.community)": [[1178, 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networkx.generators.internet_as_graphs)": [[1208, "networkx.generators.internet_as_graphs.random_internet_as_graph"]], "general_random_intersection_graph() (in module networkx.generators.intersection)": [[1209, "networkx.generators.intersection.general_random_intersection_graph"]], "k_random_intersection_graph() (in module networkx.generators.intersection)": [[1210, "networkx.generators.intersection.k_random_intersection_graph"]], "uniform_random_intersection_graph() (in module networkx.generators.intersection)": [[1211, "networkx.generators.intersection.uniform_random_intersection_graph"]], "interval_graph() (in module networkx.generators.interval_graph)": [[1212, "networkx.generators.interval_graph.interval_graph"]], "directed_joint_degree_graph() (in module networkx.generators.joint_degree_seq)": [[1213, "networkx.generators.joint_degree_seq.directed_joint_degree_graph"]], "is_valid_directed_joint_degree() (in module networkx.generators.joint_degree_seq)": [[1214, "networkx.generators.joint_degree_seq.is_valid_directed_joint_degree"]], "is_valid_joint_degree() (in module networkx.generators.joint_degree_seq)": [[1215, "networkx.generators.joint_degree_seq.is_valid_joint_degree"]], "joint_degree_graph() (in module networkx.generators.joint_degree_seq)": [[1216, "networkx.generators.joint_degree_seq.joint_degree_graph"]], "grid_2d_graph() (in module networkx.generators.lattice)": [[1217, "networkx.generators.lattice.grid_2d_graph"]], "grid_graph() (in module networkx.generators.lattice)": [[1218, "networkx.generators.lattice.grid_graph"]], "hexagonal_lattice_graph() (in module networkx.generators.lattice)": [[1219, "networkx.generators.lattice.hexagonal_lattice_graph"]], "hypercube_graph() (in module networkx.generators.lattice)": [[1220, "networkx.generators.lattice.hypercube_graph"]], "triangular_lattice_graph() (in module networkx.generators.lattice)": [[1221, "networkx.generators.lattice.triangular_lattice_graph"]], "inverse_line_graph() (in module networkx.generators.line)": [[1222, "networkx.generators.line.inverse_line_graph"]], "line_graph() (in module networkx.generators.line)": [[1223, "networkx.generators.line.line_graph"]], "mycielski_graph() (in module networkx.generators.mycielski)": [[1224, "networkx.generators.mycielski.mycielski_graph"]], "mycielskian() (in module networkx.generators.mycielski)": [[1225, "networkx.generators.mycielski.mycielskian"]], "nonisomorphic_trees() (in module networkx.generators.nonisomorphic_trees)": [[1226, "networkx.generators.nonisomorphic_trees.nonisomorphic_trees"]], "number_of_nonisomorphic_trees() (in module networkx.generators.nonisomorphic_trees)": [[1227, "networkx.generators.nonisomorphic_trees.number_of_nonisomorphic_trees"]], "random_clustered_graph() (in module networkx.generators.random_clustered)": [[1228, "networkx.generators.random_clustered.random_clustered_graph"]], "barabasi_albert_graph() (in module networkx.generators.random_graphs)": [[1229, "networkx.generators.random_graphs.barabasi_albert_graph"]], "binomial_graph() (in module networkx.generators.random_graphs)": [[1230, "networkx.generators.random_graphs.binomial_graph"]], "connected_watts_strogatz_graph() (in module networkx.generators.random_graphs)": [[1231, "networkx.generators.random_graphs.connected_watts_strogatz_graph"]], "dense_gnm_random_graph() (in module networkx.generators.random_graphs)": [[1232, "networkx.generators.random_graphs.dense_gnm_random_graph"]], "dual_barabasi_albert_graph() (in module networkx.generators.random_graphs)": [[1233, "networkx.generators.random_graphs.dual_barabasi_albert_graph"]], "erdos_renyi_graph() (in module networkx.generators.random_graphs)": [[1234, "networkx.generators.random_graphs.erdos_renyi_graph"]], "extended_barabasi_albert_graph() (in module networkx.generators.random_graphs)": [[1235, "networkx.generators.random_graphs.extended_barabasi_albert_graph"]], "fast_gnp_random_graph() (in module networkx.generators.random_graphs)": [[1236, "networkx.generators.random_graphs.fast_gnp_random_graph"]], "gnm_random_graph() (in module networkx.generators.random_graphs)": [[1237, "networkx.generators.random_graphs.gnm_random_graph"]], "gnp_random_graph() (in module networkx.generators.random_graphs)": [[1238, "networkx.generators.random_graphs.gnp_random_graph"]], "newman_watts_strogatz_graph() (in module networkx.generators.random_graphs)": [[1239, "networkx.generators.random_graphs.newman_watts_strogatz_graph"]], "powerlaw_cluster_graph() (in module networkx.generators.random_graphs)": [[1240, "networkx.generators.random_graphs.powerlaw_cluster_graph"]], "random_kernel_graph() (in module networkx.generators.random_graphs)": [[1241, "networkx.generators.random_graphs.random_kernel_graph"]], "random_lobster() (in module networkx.generators.random_graphs)": [[1242, "networkx.generators.random_graphs.random_lobster"]], "random_powerlaw_tree() (in module networkx.generators.random_graphs)": [[1243, "networkx.generators.random_graphs.random_powerlaw_tree"]], "random_powerlaw_tree_sequence() (in module networkx.generators.random_graphs)": [[1244, "networkx.generators.random_graphs.random_powerlaw_tree_sequence"]], "random_regular_graph() (in module networkx.generators.random_graphs)": [[1245, "networkx.generators.random_graphs.random_regular_graph"]], "random_shell_graph() (in module networkx.generators.random_graphs)": [[1246, "networkx.generators.random_graphs.random_shell_graph"]], "watts_strogatz_graph() (in module networkx.generators.random_graphs)": [[1247, "networkx.generators.random_graphs.watts_strogatz_graph"]], "lcf_graph() (in module networkx.generators.small)": [[1248, "networkx.generators.small.LCF_graph"]], "bull_graph() (in module networkx.generators.small)": [[1249, "networkx.generators.small.bull_graph"]], "chvatal_graph() (in module networkx.generators.small)": [[1250, "networkx.generators.small.chvatal_graph"]], "cubical_graph() (in module networkx.generators.small)": [[1251, "networkx.generators.small.cubical_graph"]], "desargues_graph() (in module networkx.generators.small)": [[1252, "networkx.generators.small.desargues_graph"]], "diamond_graph() (in module networkx.generators.small)": [[1253, "networkx.generators.small.diamond_graph"]], "dodecahedral_graph() (in module networkx.generators.small)": [[1254, "networkx.generators.small.dodecahedral_graph"]], "frucht_graph() (in module networkx.generators.small)": [[1255, "networkx.generators.small.frucht_graph"]], "heawood_graph() (in module networkx.generators.small)": [[1256, "networkx.generators.small.heawood_graph"]], "hoffman_singleton_graph() (in module networkx.generators.small)": [[1257, "networkx.generators.small.hoffman_singleton_graph"]], "house_graph() (in module networkx.generators.small)": [[1258, "networkx.generators.small.house_graph"]], "house_x_graph() (in module networkx.generators.small)": [[1259, "networkx.generators.small.house_x_graph"]], "icosahedral_graph() (in module networkx.generators.small)": [[1260, "networkx.generators.small.icosahedral_graph"]], "krackhardt_kite_graph() (in module networkx.generators.small)": [[1261, "networkx.generators.small.krackhardt_kite_graph"]], "moebius_kantor_graph() (in module networkx.generators.small)": [[1262, "networkx.generators.small.moebius_kantor_graph"]], "octahedral_graph() (in module networkx.generators.small)": [[1263, "networkx.generators.small.octahedral_graph"]], "pappus_graph() (in module networkx.generators.small)": [[1264, "networkx.generators.small.pappus_graph"]], "petersen_graph() (in module networkx.generators.small)": [[1265, "networkx.generators.small.petersen_graph"]], "sedgewick_maze_graph() (in module networkx.generators.small)": [[1266, "networkx.generators.small.sedgewick_maze_graph"]], "tetrahedral_graph() (in module networkx.generators.small)": [[1267, "networkx.generators.small.tetrahedral_graph"]], "truncated_cube_graph() (in module networkx.generators.small)": [[1268, "networkx.generators.small.truncated_cube_graph"]], "truncated_tetrahedron_graph() (in module networkx.generators.small)": [[1269, "networkx.generators.small.truncated_tetrahedron_graph"]], "tutte_graph() (in module networkx.generators.small)": [[1270, "networkx.generators.small.tutte_graph"]], "davis_southern_women_graph() (in module networkx.generators.social)": [[1271, "networkx.generators.social.davis_southern_women_graph"]], "florentine_families_graph() (in module networkx.generators.social)": [[1272, "networkx.generators.social.florentine_families_graph"]], "karate_club_graph() (in module networkx.generators.social)": [[1273, "networkx.generators.social.karate_club_graph"]], "les_miserables_graph() (in module networkx.generators.social)": [[1274, "networkx.generators.social.les_miserables_graph"]], "spectral_graph_forge() (in module networkx.generators.spectral_graph_forge)": [[1275, "networkx.generators.spectral_graph_forge.spectral_graph_forge"]], "stochastic_graph() (in module networkx.generators.stochastic)": [[1276, "networkx.generators.stochastic.stochastic_graph"]], "sudoku_graph() (in module networkx.generators.sudoku)": [[1277, "networkx.generators.sudoku.sudoku_graph"]], "prefix_tree() (in module networkx.generators.trees)": [[1278, "networkx.generators.trees.prefix_tree"]], "random_tree() (in module networkx.generators.trees)": [[1279, "networkx.generators.trees.random_tree"]], "triad_graph() (in module networkx.generators.triads)": [[1280, "networkx.generators.triads.triad_graph"]], "algebraic_connectivity() (in module networkx.linalg.algebraicconnectivity)": [[1281, "networkx.linalg.algebraicconnectivity.algebraic_connectivity"]], "fiedler_vector() (in module networkx.linalg.algebraicconnectivity)": [[1282, "networkx.linalg.algebraicconnectivity.fiedler_vector"]], "spectral_ordering() (in module networkx.linalg.algebraicconnectivity)": [[1283, "networkx.linalg.algebraicconnectivity.spectral_ordering"]], "attr_matrix() (in module networkx.linalg.attrmatrix)": [[1284, "networkx.linalg.attrmatrix.attr_matrix"]], "attr_sparse_matrix() (in module networkx.linalg.attrmatrix)": [[1285, "networkx.linalg.attrmatrix.attr_sparse_matrix"]], "bethe_hessian_matrix() (in module networkx.linalg.bethehessianmatrix)": [[1286, "networkx.linalg.bethehessianmatrix.bethe_hessian_matrix"]], "adjacency_matrix() (in module networkx.linalg.graphmatrix)": [[1287, "networkx.linalg.graphmatrix.adjacency_matrix"]], "incidence_matrix() (in module networkx.linalg.graphmatrix)": [[1288, "networkx.linalg.graphmatrix.incidence_matrix"]], "directed_combinatorial_laplacian_matrix() (in module networkx.linalg.laplacianmatrix)": [[1289, "networkx.linalg.laplacianmatrix.directed_combinatorial_laplacian_matrix"]], "directed_laplacian_matrix() (in module networkx.linalg.laplacianmatrix)": [[1290, "networkx.linalg.laplacianmatrix.directed_laplacian_matrix"]], "laplacian_matrix() (in module networkx.linalg.laplacianmatrix)": [[1291, "networkx.linalg.laplacianmatrix.laplacian_matrix"]], "normalized_laplacian_matrix() (in module networkx.linalg.laplacianmatrix)": [[1292, "networkx.linalg.laplacianmatrix.normalized_laplacian_matrix"]], "directed_modularity_matrix() (in module networkx.linalg.modularitymatrix)": [[1293, "networkx.linalg.modularitymatrix.directed_modularity_matrix"]], "modularity_matrix() (in module networkx.linalg.modularitymatrix)": [[1294, "networkx.linalg.modularitymatrix.modularity_matrix"]], "adjacency_spectrum() (in module networkx.linalg.spectrum)": [[1295, "networkx.linalg.spectrum.adjacency_spectrum"]], "bethe_hessian_spectrum() (in module networkx.linalg.spectrum)": [[1296, "networkx.linalg.spectrum.bethe_hessian_spectrum"]], "laplacian_spectrum() (in module networkx.linalg.spectrum)": [[1297, "networkx.linalg.spectrum.laplacian_spectrum"]], "modularity_spectrum() (in module networkx.linalg.spectrum)": [[1298, "networkx.linalg.spectrum.modularity_spectrum"]], "normalized_laplacian_spectrum() (in module networkx.linalg.spectrum)": [[1299, "networkx.linalg.spectrum.normalized_laplacian_spectrum"]], "convert_node_labels_to_integers() (in module networkx.relabel)": [[1300, "networkx.relabel.convert_node_labels_to_integers"]], "relabel_nodes() (in module networkx.relabel)": [[1301, "networkx.relabel.relabel_nodes"]], "__init__() (argmap method)": [[1302, "networkx.utils.decorators.argmap.__init__"]], "argmap (class in networkx.utils.decorators)": [[1302, "networkx.utils.decorators.argmap"]], "nodes_or_number() (in module networkx.utils.decorators)": [[1303, "networkx.utils.decorators.nodes_or_number"]], "not_implemented_for() (in module networkx.utils.decorators)": [[1304, "networkx.utils.decorators.not_implemented_for"]], "np_random_state() (in module networkx.utils.decorators)": [[1305, "networkx.utils.decorators.np_random_state"]], "open_file() (in module networkx.utils.decorators)": [[1306, "networkx.utils.decorators.open_file"]], "py_random_state() (in module networkx.utils.decorators)": [[1307, "networkx.utils.decorators.py_random_state"]], "mappedqueue (class in networkx.utils.mapped_queue)": [[1308, "networkx.utils.mapped_queue.MappedQueue"]], "__init__() (mappedqueue method)": [[1308, "networkx.utils.mapped_queue.MappedQueue.__init__"]], "arbitrary_element() (in module networkx.utils.misc)": [[1309, "networkx.utils.misc.arbitrary_element"]], "create_py_random_state() (in module networkx.utils.misc)": [[1310, "networkx.utils.misc.create_py_random_state"]], "create_random_state() (in module networkx.utils.misc)": [[1311, "networkx.utils.misc.create_random_state"]], "dict_to_numpy_array() (in module networkx.utils.misc)": [[1312, "networkx.utils.misc.dict_to_numpy_array"]], "edges_equal() (in module networkx.utils.misc)": [[1313, "networkx.utils.misc.edges_equal"]], "flatten() (in module networkx.utils.misc)": [[1314, "networkx.utils.misc.flatten"]], "graphs_equal() (in module networkx.utils.misc)": [[1315, "networkx.utils.misc.graphs_equal"]], "groups() (in module networkx.utils.misc)": [[1316, "networkx.utils.misc.groups"]], "make_list_of_ints() (in module networkx.utils.misc)": [[1317, "networkx.utils.misc.make_list_of_ints"]], "nodes_equal() (in module networkx.utils.misc)": [[1318, "networkx.utils.misc.nodes_equal"]], "pairwise() (in module networkx.utils.misc)": [[1319, "networkx.utils.misc.pairwise"]], "cumulative_distribution() (in module networkx.utils.random_sequence)": [[1320, "networkx.utils.random_sequence.cumulative_distribution"]], "discrete_sequence() (in module networkx.utils.random_sequence)": [[1321, "networkx.utils.random_sequence.discrete_sequence"]], "powerlaw_sequence() (in module networkx.utils.random_sequence)": [[1322, "networkx.utils.random_sequence.powerlaw_sequence"]], "random_weighted_sample() (in module networkx.utils.random_sequence)": [[1323, "networkx.utils.random_sequence.random_weighted_sample"]], "weighted_choice() (in module networkx.utils.random_sequence)": [[1324, "networkx.utils.random_sequence.weighted_choice"]], "zipf_rv() (in module networkx.utils.random_sequence)": [[1325, "networkx.utils.random_sequence.zipf_rv"]], "cuthill_mckee_ordering() (in module networkx.utils.rcm)": [[1326, "networkx.utils.rcm.cuthill_mckee_ordering"]], "reverse_cuthill_mckee_ordering() (in module networkx.utils.rcm)": [[1327, "networkx.utils.rcm.reverse_cuthill_mckee_ordering"]], "union() (unionfind method)": [[1328, "networkx.utils.union_find.UnionFind.union"]], "networkx.generators.atlas": [[1329, "module-networkx.generators.atlas"]], "networkx.generators.classic": [[1329, "module-networkx.generators.classic"]], "networkx.generators.cographs": [[1329, "module-networkx.generators.cographs"]], "networkx.generators.community": [[1329, "module-networkx.generators.community"]], "networkx.generators.degree_seq": [[1329, "module-networkx.generators.degree_seq"]], "networkx.generators.directed": [[1329, "module-networkx.generators.directed"]], "networkx.generators.duplication": [[1329, "module-networkx.generators.duplication"]], "networkx.generators.ego": [[1329, "module-networkx.generators.ego"]], "networkx.generators.expanders": [[1329, "module-networkx.generators.expanders"]], "networkx.generators.geometric": [[1329, "module-networkx.generators.geometric"]], "networkx.generators.harary_graph": [[1329, "module-networkx.generators.harary_graph"]], "networkx.generators.internet_as_graphs": [[1329, "module-networkx.generators.internet_as_graphs"]], "networkx.generators.intersection": [[1329, "module-networkx.generators.intersection"]], "networkx.generators.interval_graph": [[1329, "module-networkx.generators.interval_graph"]], "networkx.generators.joint_degree_seq": [[1329, "module-networkx.generators.joint_degree_seq"]], "networkx.generators.lattice": [[1329, "module-networkx.generators.lattice"]], "networkx.generators.line": [[1329, "module-networkx.generators.line"]], "networkx.generators.mycielski": [[1329, "module-networkx.generators.mycielski"]], "networkx.generators.nonisomorphic_trees": [[1329, "module-networkx.generators.nonisomorphic_trees"]], "networkx.generators.random_clustered": [[1329, "module-networkx.generators.random_clustered"]], "networkx.generators.random_graphs": [[1329, "module-networkx.generators.random_graphs"]], "networkx.generators.small": [[1329, "module-networkx.generators.small"]], "networkx.generators.social": [[1329, "module-networkx.generators.social"]], "networkx.generators.spectral_graph_forge": [[1329, "module-networkx.generators.spectral_graph_forge"]], "networkx.generators.stochastic": [[1329, "module-networkx.generators.stochastic"]], "networkx.generators.sudoku": [[1329, "module-networkx.generators.sudoku"]], "networkx.generators.trees": [[1329, "module-networkx.generators.trees"]], "networkx.generators.triads": [[1329, "module-networkx.generators.triads"]], "dictionary": [[1330, "term-dictionary"]], "ebunch": [[1330, "term-ebunch"]], "edge": [[1330, "term-edge"]], "edge attribute": [[1330, "term-edge-attribute"]], "nbunch": [[1330, "term-nbunch"]], "node": [[1330, "term-node"]], "node attribute": [[1330, "term-node-attribute"]], "networkx.linalg.algebraicconnectivity": [[1333, "module-networkx.linalg.algebraicconnectivity"]], "networkx.linalg.attrmatrix": [[1333, "module-networkx.linalg.attrmatrix"]], "networkx.linalg.bethehessianmatrix": [[1333, "module-networkx.linalg.bethehessianmatrix"]], "networkx.linalg.graphmatrix": [[1333, "module-networkx.linalg.graphmatrix"]], "networkx.linalg.laplacianmatrix": [[1333, "module-networkx.linalg.laplacianmatrix"]], "networkx.linalg.modularitymatrix": [[1333, "module-networkx.linalg.modularitymatrix"]], "networkx.linalg.spectrum": [[1333, "module-networkx.linalg.spectrum"]], "networkx.readwrite.adjlist": [[1335, "module-networkx.readwrite.adjlist"]], "networkx.readwrite.edgelist": [[1336, "module-networkx.readwrite.edgelist"]], "generate_adjlist() (in module networkx.readwrite.adjlist)": [[1337, "networkx.readwrite.adjlist.generate_adjlist"]], "parse_adjlist() (in module networkx.readwrite.adjlist)": [[1338, "networkx.readwrite.adjlist.parse_adjlist"]], "read_adjlist() (in module networkx.readwrite.adjlist)": [[1339, "networkx.readwrite.adjlist.read_adjlist"]], "write_adjlist() (in module networkx.readwrite.adjlist)": [[1340, "networkx.readwrite.adjlist.write_adjlist"]], "generate_edgelist() (in module networkx.readwrite.edgelist)": [[1341, "networkx.readwrite.edgelist.generate_edgelist"]], "parse_edgelist() (in module networkx.readwrite.edgelist)": [[1342, "networkx.readwrite.edgelist.parse_edgelist"]], "read_edgelist() (in module networkx.readwrite.edgelist)": [[1343, "networkx.readwrite.edgelist.read_edgelist"]], "read_weighted_edgelist() (in module networkx.readwrite.edgelist)": [[1344, "networkx.readwrite.edgelist.read_weighted_edgelist"]], "write_edgelist() (in module networkx.readwrite.edgelist)": [[1345, "networkx.readwrite.edgelist.write_edgelist"]], "write_weighted_edgelist() (in module networkx.readwrite.edgelist)": [[1346, "networkx.readwrite.edgelist.write_weighted_edgelist"]], "generate_gexf() (in module networkx.readwrite.gexf)": [[1347, "networkx.readwrite.gexf.generate_gexf"]], "read_gexf() (in module networkx.readwrite.gexf)": [[1348, "networkx.readwrite.gexf.read_gexf"]], "relabel_gexf_graph() (in module networkx.readwrite.gexf)": [[1349, "networkx.readwrite.gexf.relabel_gexf_graph"]], "write_gexf() (in module networkx.readwrite.gexf)": [[1350, "networkx.readwrite.gexf.write_gexf"]], "generate_gml() (in module networkx.readwrite.gml)": [[1351, "networkx.readwrite.gml.generate_gml"]], "literal_destringizer() (in module networkx.readwrite.gml)": [[1352, "networkx.readwrite.gml.literal_destringizer"]], "literal_stringizer() (in module networkx.readwrite.gml)": [[1353, "networkx.readwrite.gml.literal_stringizer"]], "parse_gml() (in module networkx.readwrite.gml)": [[1354, "networkx.readwrite.gml.parse_gml"]], "read_gml() (in module networkx.readwrite.gml)": [[1355, "networkx.readwrite.gml.read_gml"]], "write_gml() (in module networkx.readwrite.gml)": [[1356, "networkx.readwrite.gml.write_gml"]], "from_graph6_bytes() (in module networkx.readwrite.graph6)": [[1357, "networkx.readwrite.graph6.from_graph6_bytes"]], "read_graph6() (in module networkx.readwrite.graph6)": [[1358, "networkx.readwrite.graph6.read_graph6"]], "to_graph6_bytes() (in module networkx.readwrite.graph6)": [[1359, "networkx.readwrite.graph6.to_graph6_bytes"]], "write_graph6() (in module networkx.readwrite.graph6)": [[1360, "networkx.readwrite.graph6.write_graph6"]], "generate_graphml() (in module networkx.readwrite.graphml)": [[1361, "networkx.readwrite.graphml.generate_graphml"]], "parse_graphml() (in module networkx.readwrite.graphml)": [[1362, "networkx.readwrite.graphml.parse_graphml"]], "read_graphml() (in module networkx.readwrite.graphml)": [[1363, "networkx.readwrite.graphml.read_graphml"]], "write_graphml() (in module networkx.readwrite.graphml)": [[1364, "networkx.readwrite.graphml.write_graphml"]], "adjacency_data() (in module networkx.readwrite.json_graph)": [[1365, "networkx.readwrite.json_graph.adjacency_data"]], "adjacency_graph() (in module networkx.readwrite.json_graph)": [[1366, "networkx.readwrite.json_graph.adjacency_graph"]], "cytoscape_data() (in module networkx.readwrite.json_graph)": [[1367, "networkx.readwrite.json_graph.cytoscape_data"]], "cytoscape_graph() (in module networkx.readwrite.json_graph)": [[1368, "networkx.readwrite.json_graph.cytoscape_graph"]], "node_link_data() (in module networkx.readwrite.json_graph)": [[1369, "networkx.readwrite.json_graph.node_link_data"]], "node_link_graph() (in module networkx.readwrite.json_graph)": [[1370, "networkx.readwrite.json_graph.node_link_graph"]], "tree_data() (in module networkx.readwrite.json_graph)": [[1371, "networkx.readwrite.json_graph.tree_data"]], "tree_graph() (in module networkx.readwrite.json_graph)": [[1372, "networkx.readwrite.json_graph.tree_graph"]], "parse_leda() (in module networkx.readwrite.leda)": [[1373, "networkx.readwrite.leda.parse_leda"]], "read_leda() (in module networkx.readwrite.leda)": [[1374, "networkx.readwrite.leda.read_leda"]], "generate_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)": [[1375, "networkx.readwrite.multiline_adjlist.generate_multiline_adjlist"]], "parse_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)": [[1376, "networkx.readwrite.multiline_adjlist.parse_multiline_adjlist"]], "read_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)": [[1377, "networkx.readwrite.multiline_adjlist.read_multiline_adjlist"]], "write_multiline_adjlist() (in module networkx.readwrite.multiline_adjlist)": [[1378, "networkx.readwrite.multiline_adjlist.write_multiline_adjlist"]], "generate_pajek() (in module networkx.readwrite.pajek)": [[1379, "networkx.readwrite.pajek.generate_pajek"]], "parse_pajek() (in module networkx.readwrite.pajek)": [[1380, "networkx.readwrite.pajek.parse_pajek"]], "read_pajek() (in module networkx.readwrite.pajek)": [[1381, "networkx.readwrite.pajek.read_pajek"]], "write_pajek() (in module networkx.readwrite.pajek)": [[1382, "networkx.readwrite.pajek.write_pajek"]], "from_sparse6_bytes() (in module networkx.readwrite.sparse6)": [[1383, "networkx.readwrite.sparse6.from_sparse6_bytes"]], "read_sparse6() (in module networkx.readwrite.sparse6)": [[1384, "networkx.readwrite.sparse6.read_sparse6"]], "to_sparse6_bytes() (in module networkx.readwrite.sparse6)": [[1385, "networkx.readwrite.sparse6.to_sparse6_bytes"]], "write_sparse6() (in module networkx.readwrite.sparse6)": [[1386, "networkx.readwrite.sparse6.write_sparse6"]], "generate_network_text() (in module networkx.readwrite.text)": [[1387, "networkx.readwrite.text.generate_network_text"]], "write_network_text() (in module networkx.readwrite.text)": [[1388, "networkx.readwrite.text.write_network_text"]], "networkx.readwrite.gexf": [[1389, "module-networkx.readwrite.gexf"]], "networkx.readwrite.gml": [[1390, "module-networkx.readwrite.gml"]], "networkx.readwrite.graphml": [[1391, "module-networkx.readwrite.graphml"]], "networkx.readwrite.json_graph": [[1393, "module-networkx.readwrite.json_graph"]], "networkx.readwrite.leda": [[1394, "module-networkx.readwrite.leda"]], "networkx.readwrite.multiline_adjlist": [[1396, "module-networkx.readwrite.multiline_adjlist"]], "networkx.readwrite.pajek": [[1397, "module-networkx.readwrite.pajek"]], "networkx.readwrite.graph6": [[1398, "module-networkx.readwrite.graph6"]], "networkx.readwrite.sparse6": [[1398, "module-networkx.readwrite.sparse6"]], "networkx.readwrite.text": [[1399, "module-networkx.readwrite.text"]], "networkx.relabel": [[1400, "module-networkx.relabel"]], "networkx.utils": [[1401, "module-networkx.utils"]], "networkx.utils.decorators": [[1401, "module-networkx.utils.decorators"]], "networkx.utils.mapped_queue": [[1401, "module-networkx.utils.mapped_queue"]], "networkx.utils.misc": [[1401, "module-networkx.utils.misc"]], "networkx.utils.random_sequence": [[1401, "module-networkx.utils.random_sequence"]], "networkx.utils.rcm": [[1401, "module-networkx.utils.rcm"]], "networkx.utils.union_find": [[1401, "module-networkx.utils.union_find"]]}})
\ No newline at end of file
diff --git a/tutorial-34.hires.png b/tutorial-34.hires.png
index de909df7..2f5f646a 100644
--- a/tutorial-34.hires.png
+++ b/tutorial-34.hires.png
diff --git a/tutorial-34.pdf b/tutorial-34.pdf
index 3e2f9346..a4d89b1f 100644
--- a/tutorial-34.pdf
+++ b/tutorial-34.pdf
diff --git a/tutorial-34.png b/tutorial-34.png
index 26de9f96..8225b279 100644
--- a/tutorial-34.png
+++ b/tutorial-34.png
diff --git a/tutorial-35.hires.png b/tutorial-35.hires.png
index 95fa708b..113919bf 100644
--- a/tutorial-35.hires.png
+++ b/tutorial-35.hires.png
diff --git a/tutorial-35.pdf b/tutorial-35.pdf
index 56bd0bd3..c52cfba0 100644
--- a/tutorial-35.pdf
+++ b/tutorial-35.pdf
diff --git a/tutorial-35.png b/tutorial-35.png
index d7651092..a30f20e3 100644
--- a/tutorial-35.png
+++ b/tutorial-35.png
diff --git a/tutorial-36.hires.png b/tutorial-36.hires.png
index 2081abdb..0a623556 100644
--- a/tutorial-36.hires.png
+++ b/tutorial-36.hires.png
diff --git a/tutorial-36.pdf b/tutorial-36.pdf
index a7cb4fd6..d3e66e44 100644
--- a/tutorial-36.pdf
+++ b/tutorial-36.pdf
diff --git a/tutorial-36.png b/tutorial-36.png
index ae2b1233..bea895c3 100644
--- a/tutorial-36.png
+++ b/tutorial-36.png
diff --git a/tutorial.html b/tutorial.html
index 24cc95bf..6ad022a6 100644
--- a/tutorial.html
+++ b/tutorial.html
@@ -6,7 +6,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
-    <title>Tutorial &#8212; NetworkX 3.0rc2.dev0 documentation</title>
+    <title>Tutorial &#8212; NetworkX 3.1rc1.dev0 documentation</title>
   
   
   
@@ -48,14 +48,20 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'tutorial';</script>
     <link rel="canonical" href="https://networkx.org/documentation/stable/tutorial.html" />
     <link rel="search" type="application/opensearchdescription+xml"
-          title="Search within NetworkX 3.0rc2.dev0 documentation"
+          title="Search within NetworkX 3.1rc1.dev0 documentation"
           href="_static/opensearch.xml"/>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Reference" href="reference/index.html" />
     <link rel="prev" title="Install" href="install.html" />
+<script
+  defer
+  data-domain="networkx.org"
+  src="https://views.scientific-python.org/js/script.js"
+></script>
+
   <meta name="viewport" content="width=device-width, initial-scale=1" />
-  <meta name="docsearch:language" content="en">
+  <meta name="docsearch:language" content="en"> 
   </head>
   
   
@@ -97,6 +103,12 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form>
     </div>
+  </div><div class="bd-header-announcement container-fluid" id="header-announcement">
+    
+
+
+<div class="bd-header-announcement__content"><p><a href='https://forms.gle/NUGcBxyjx5onbAgc8'> NetworkX User Survey 2023</a> 🎉 Fill out the survey to tell us about your ideas, complaints, praises of NetworkX!</p></div>
+
   </div>
 
   
@@ -248,7 +260,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -411,7 +423,7 @@
       id="dLabelMore"
       data-toggle="dropdown"
     >
-      v3.0rc2.dev0
+      v3.1rc1.dev0
       <span class="caret"></span>
     </button>
     <ul class="dropdown-menu" aria-labelledby="dLabelMore">
@@ -1061,6 +1073,13 @@ the graph in dot format for further processing.</p>
 <li><p><a class="reference download internal" href="tutorial_full.ipynb">Download this page as a Jupyter notebook (with outputs)</a>.</p></li>
 </ul>
 </section>
+<section id="nx-guides">
+<h2>NX-Guides<a class="headerlink" href="#nx-guides" title="Permalink to this heading">#</a></h2>
+<p>If you are interested in learning more about NetworkX, graph theory and network analysis
+then you should check out <a class="reference external" href="https://networkx.org/nx-guides/index.html" title="(in nx-guides)"><span class="xref std std-doc">nx-guides</span></a>. There you can find tutorials,
+real-world applications and in-depth examinations of graphs and network algorithms.
+All the material is official and was developed and curated by the NetworkX community.</p>
+</section>
 </section>
 
 
@@ -1076,6 +1095,15 @@ the graph in dot format for further processing.</p>
               
 <div class="toc-item">
   
+<form class="bd-search d-flex align-items-center" action="search.html" method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false">
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+</div>
+
+<div class="toc-item">
+  
 <div class="tocsection onthispage">
     <i class="fa-solid fa-list"></i> On this page
 </div>
@@ -1195,6 +1223,11 @@ the graph in dot format for further processing.</p>
    Drawing graphs
   </a>
  </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#nx-guides">
+   NX-Guides
+  </a>
+ </li>
 </ul>
 
 </nav>
@@ -1202,15 +1235,6 @@ the graph in dot format for further processing.</p>
 
 <div class="toc-item">
   
-<div id="searchbox"></div>
-</div>
-
-<div class="toc-item">
-  
-</div>
-
-<div class="toc-item">
-  
 </div>
 
             </div>
diff --git a/tutorial.ipynb b/tutorial.ipynb
index 165472f6..ed98978d 100644
--- a/tutorial.ipynb
+++ b/tutorial.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "e0170922",
+   "id": "40fbf295",
    "metadata": {},
    "source": [
     "## Tutorial\n",
@@ -17,7 +17,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c705cb00",
+   "id": "cef8525c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -27,7 +27,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2a2c4385",
+   "id": "c89a63e1",
    "metadata": {},
    "source": [
     "By definition, a `Graph` is a collection of nodes (vertices) along with\n",
@@ -47,7 +47,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "6a6ae66b",
+   "id": "2d14bc17",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -56,7 +56,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fbd3d137",
+   "id": "86d31597",
    "metadata": {},
    "source": [
     "or add nodes from any [iterable](https://docs.python.org/3/glossary.html#term-iterable) container, such as a list"
@@ -65,7 +65,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "604bea0d",
+   "id": "c94f91f4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -74,7 +74,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "35d340f1",
+   "id": "c3bb8f77",
    "metadata": {},
    "source": [
     "You can also add nodes along with node\n",
@@ -96,7 +96,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0d31f3e7",
+   "id": "02cbbc70",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -106,7 +106,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c6fd9d90",
+   "id": "cb2c969c",
    "metadata": {},
    "source": [
     "`G` now contains the nodes of `H` as nodes of `G`.\n",
@@ -116,7 +116,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "fa1fefb4",
+   "id": "ac9270c8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -125,7 +125,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6cf23cf6",
+   "id": "13828256",
    "metadata": {},
    "source": [
     "The graph `G` now contains `H` as a node.  This flexibility is very powerful as\n",
@@ -143,7 +143,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d260cff6",
+   "id": "a8284de6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -154,7 +154,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e1e43dc6",
+   "id": "ff5cffab",
    "metadata": {},
    "source": [
     "by adding a list of edges,"
@@ -163,7 +163,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "56a65798",
+   "id": "434d2f22",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -172,7 +172,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2151bbf6",
+   "id": "65f9fc56",
    "metadata": {},
    "source": [
     "or by adding any ebunch of edges.  An *ebunch* is any iterable\n",
@@ -185,7 +185,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "7844811a",
+   "id": "54bfa016",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -194,7 +194,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7fd897b2",
+   "id": "302b1072",
    "metadata": {},
    "source": [
     "There are no complaints when adding existing nodes or edges. For example,\n",
@@ -204,7 +204,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "20b019af",
+   "id": "191ec7af",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -213,7 +213,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ca374508",
+   "id": "bafe4169",
    "metadata": {},
    "source": [
     "we add new nodes/edges and NetworkX quietly ignores any that are\n",
@@ -223,7 +223,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3e3c6586",
+   "id": "c0011fb9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -237,7 +237,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "95bf3002",
+   "id": "acde4534",
    "metadata": {},
    "source": [
     "At this stage the graph `G` consists of 8 nodes and 3 edges, as can be seen by:"
@@ -246,7 +246,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "77ea3ed7",
+   "id": "401d89be",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -257,7 +257,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5af92400",
+   "id": "5b28cc93",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -272,7 +272,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "cdea6834",
+   "id": "b66f2b7b",
    "metadata": {},
    "source": [
     "# Examining elements of a graph\n",
@@ -292,7 +292,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0a4ca736",
+   "id": "b44501af",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -304,7 +304,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d6d075b2",
+   "id": "7b82fc28",
    "metadata": {},
    "source": [
     "One can specify to report the edges and degree from a subset of all nodes\n",
@@ -316,7 +316,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "b8b84533",
+   "id": "8ca5a782",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -326,7 +326,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0df09e60",
+   "id": "02b3e41c",
    "metadata": {},
    "source": [
     "# Removing elements from a graph\n",
@@ -343,7 +343,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "b1579224",
+   "id": "a36cce3a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -355,7 +355,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "82858da3",
+   "id": "1e28330a",
    "metadata": {},
    "source": [
     "# Using the graph constructors\n",
@@ -370,7 +370,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "13a5f95e",
+   "id": "9d0879b5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -387,7 +387,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5bcb612c",
+   "id": "b6c57366",
    "metadata": {},
    "source": [
     "# What to use as nodes and edges\n",
@@ -416,7 +416,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9414d971",
+   "id": "4b6b4cc9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -428,7 +428,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d8fc256d",
+   "id": "4ef3c002",
    "metadata": {},
    "source": [
     "You can get/set the attributes of an edge using subscript notation\n",
@@ -438,7 +438,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "de72574c",
+   "id": "3af8cd3d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -450,7 +450,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "83227c2d",
+   "id": "a38aad14",
    "metadata": {},
    "source": [
     "Fast examination of all (node, adjacency) pairs is achieved using\n",
@@ -461,7 +461,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "7d913456",
+   "id": "78900827",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -475,7 +475,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "77281896",
+   "id": "175a41b6",
    "metadata": {},
    "source": [
     "Convenient access to all edges is achieved with the edges property."
@@ -484,7 +484,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "48a57526",
+   "id": "d0230f15",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -495,7 +495,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7ae42a25",
+   "id": "44de1952",
    "metadata": {},
    "source": [
     "# Adding attributes to graphs, nodes, and edges\n",
@@ -517,7 +517,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "462a34df",
+   "id": "303386dd",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -527,7 +527,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "97fff941",
+   "id": "b96ad4a8",
    "metadata": {},
    "source": [
     "Or you can modify attributes later"
@@ -536,7 +536,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9776660a",
+   "id": "55ece8fb",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -546,7 +546,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "224f3c1e",
+   "id": "d0ee2386",
    "metadata": {},
    "source": [
     "# Node attributes\n",
@@ -557,7 +557,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2b229012",
+   "id": "7490d9bc",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -570,7 +570,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fa30a8cf",
+   "id": "aa13f2c9",
    "metadata": {},
    "source": [
     "Note that adding a node to `G.nodes` does not add it to the graph, use\n",
@@ -585,7 +585,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f27dfb23",
+   "id": "086fe04c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -598,7 +598,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "48c77a50",
+   "id": "d79874d3",
    "metadata": {},
    "source": [
     "The special attribute `weight` should be numeric as it is used by\n",
@@ -619,7 +619,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c5739106",
+   "id": "14fab3bc",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -633,7 +633,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2fd3646e",
+   "id": "c7dd6481",
    "metadata": {},
    "source": [
     "Some algorithms work only for directed graphs and others are not well\n",
@@ -646,7 +646,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "dde53331",
+   "id": "07fb35fc",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -655,7 +655,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e44f67a1",
+   "id": "9cda3f7d",
    "metadata": {},
    "source": [
     "# Multigraphs\n",
@@ -675,7 +675,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "feea16bb",
+   "id": "8d607698",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -693,7 +693,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8d615784",
+   "id": "1274128a",
    "metadata": {},
    "source": [
     "# Graph generators and graph operations\n",
@@ -713,7 +713,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "43c8e071",
+   "id": "bf4e008d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -725,7 +725,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4cb0db6d",
+   "id": "673279c6",
    "metadata": {},
    "source": [
     "# 4. Using a stochastic graph generator, e.g,\n",
@@ -736,7 +736,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f0fab8cd",
+   "id": "fd2feef4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -748,7 +748,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "87e08a78",
+   "id": "703ea6be",
    "metadata": {},
    "source": [
     "# 5. Reading a graph stored in a file using common graph formats\n",
@@ -760,7 +760,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5a652d37",
+   "id": "bb8090e6",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -770,7 +770,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9b87f8cd",
+   "id": "973a9b9f",
    "metadata": {},
    "source": [
     "For details on graph formats see Reading and writing graphs\n",
@@ -785,7 +785,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "da7cf48a",
+   "id": "26e8238c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -799,7 +799,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6ad339b8",
+   "id": "1def3479",
    "metadata": {},
    "source": [
     "Some functions with large output iterate over (node, value) 2-tuples.\n",
@@ -809,7 +809,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "7f2fbd1a",
+   "id": "58e06fa5",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -819,7 +819,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "042ddc38",
+   "id": "14a94ada",
    "metadata": {},
    "source": [
     "See Algorithms for details on graph algorithms\n",
@@ -838,7 +838,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "bea11dcd",
+   "id": "07f88ce4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -847,7 +847,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a0e66810",
+   "id": "d9234a34",
    "metadata": {},
    "source": [
     "To test if the import of `nx_pylab` was successful draw `G`\n",
@@ -857,7 +857,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "fbe47396",
+   "id": "43e21e1a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -870,7 +870,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "be4106df",
+   "id": "e7940816",
    "metadata": {},
    "source": [
     "when drawing to an interactive display.  Note that you may need to issue a\n",
@@ -880,7 +880,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9645f407",
+   "id": "bad8ba76",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -889,7 +889,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9d2aad9f",
+   "id": "4b162725",
    "metadata": {},
    "source": [
     "command if you are not using matplotlib in interactive mode."
@@ -898,7 +898,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0372711b",
+   "id": "8a183e56",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -919,7 +919,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ff09dba7",
+   "id": "d91f5713",
    "metadata": {},
    "source": [
     "You can find additional options via `draw_networkx()` and\n",
@@ -930,7 +930,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "35d8b340",
+   "id": "7635ed9d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -941,7 +941,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0b0dbcd5",
+   "id": "22d018cc",
    "metadata": {},
    "source": [
     "To save drawings to a file, use, for example"
@@ -950,7 +950,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4c25a13b",
+   "id": "47c0c750",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -960,7 +960,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a4f599fb",
+   "id": "cc4da952",
    "metadata": {},
    "source": [
     "This function writes to the file `path.png` in the local directory. If Graphviz and\n",
@@ -973,7 +973,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "97a8506b",
+   "id": "34997105",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -985,10 +985,17 @@
   },
   {
    "cell_type": "markdown",
-   "id": "72e1fd01",
+   "id": "e4d99944",
    "metadata": {},
    "source": [
-    "See Drawing for additional details."
+    "See Drawing for additional details.\n",
+    "\n",
+    "# NX-Guides\n",
+    "\n",
+    "If you are interested in learning more about NetworkX, graph theory and network analysis\n",
+    "then you should check out [nx-guides](https://networkx.org/nx-guides/index.html). There you can find tutorials,\n",
+    "real-world applications and in-depth examinations of graphs and network algorithms.\n",
+    "All the material is official and was developed and curated by the NetworkX community."
    ]
   }
  ],
diff --git a/tutorial.py b/tutorial.py
index 5dfb1250..ac452141 100644
--- a/tutorial.py
+++ b/tutorial.py
@@ -442,3 +442,10 @@ nx.draw(G, pos=pos)
 write_dot(G, 'file.dot')
 
 # See Drawing for additional details.
+#
+# # NX-Guides
+#
+# If you are interested in learning more about NetworkX, graph theory and network analysis
+# then you should check out [nx-guides](https://networkx.org/nx-guides/index.html). There you can find tutorials,
+# real-world applications and in-depth examinations of graphs and network algorithms.
+# All the material is official and was developed and curated by the NetworkX community.
diff --git a/tutorial_full.ipynb b/tutorial_full.ipynb
index 4ced0a30..2f8b32f4 100644
--- a/tutorial_full.ipynb
+++ b/tutorial_full.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "e0170922",
+   "id": "40fbf295",
    "metadata": {},
    "source": [
     "## Tutorial\n",
@@ -17,13 +17,13 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "c705cb00",
+   "id": "cef8525c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.638260Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.637581Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.713871Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.713139Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.757629Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.757338Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.854878Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.853992Z"
     }
    },
    "outputs": [],
@@ -34,7 +34,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2a2c4385",
+   "id": "c89a63e1",
    "metadata": {},
    "source": [
     "By definition, a `Graph` is a collection of nodes (vertices) along with\n",
@@ -54,13 +54,13 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "6a6ae66b",
+   "id": "2d14bc17",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.717735Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.717469Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.720797Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.720078Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.858683Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.858248Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.862674Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.861589Z"
     }
    },
    "outputs": [],
@@ -70,7 +70,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fbd3d137",
+   "id": "86d31597",
    "metadata": {},
    "source": [
     "or add nodes from any [iterable](https://docs.python.org/3/glossary.html#term-iterable) container, such as a list"
@@ -79,13 +79,13 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "604bea0d",
+   "id": "c94f91f4",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.724288Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.724055Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.727197Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.726537Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.866109Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.865697Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.870333Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.869413Z"
     }
    },
    "outputs": [],
@@ -95,7 +95,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "35d340f1",
+   "id": "c3bb8f77",
    "metadata": {},
    "source": [
     "You can also add nodes along with node\n",
@@ -117,13 +117,13 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "0d31f3e7",
+   "id": "02cbbc70",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.730395Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.730171Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.733732Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.733066Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.876392Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.874596Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.884758Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.883012Z"
     }
    },
    "outputs": [],
@@ -134,7 +134,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c6fd9d90",
+   "id": "cb2c969c",
    "metadata": {},
    "source": [
     "`G` now contains the nodes of `H` as nodes of `G`.\n",
@@ -144,13 +144,13 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "fa1fefb4",
+   "id": "ac9270c8",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.737057Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.736501Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.739789Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.739114Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.889084Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.887719Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.893518Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.892629Z"
     }
    },
    "outputs": [],
@@ -160,7 +160,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6cf23cf6",
+   "id": "13828256",
    "metadata": {},
    "source": [
     "The graph `G` now contains `H` as a node.  This flexibility is very powerful as\n",
@@ -178,13 +178,13 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "d260cff6",
+   "id": "a8284de6",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.743014Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.742649Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.746184Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.745533Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.897195Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.896625Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.901139Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.900204Z"
     }
    },
    "outputs": [],
@@ -196,7 +196,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e1e43dc6",
+   "id": "ff5cffab",
    "metadata": {},
    "source": [
     "by adding a list of edges,"
@@ -205,13 +205,13 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "56a65798",
+   "id": "434d2f22",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.749490Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.748941Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.752382Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.751758Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.904467Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.904177Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.908308Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.907461Z"
     }
    },
    "outputs": [],
@@ -221,7 +221,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2151bbf6",
+   "id": "65f9fc56",
    "metadata": {},
    "source": [
     "or by adding any ebunch of edges.  An *ebunch* is any iterable\n",
@@ -234,13 +234,13 @@
   {
    "cell_type": "code",
    "execution_count": 8,
-   "id": "7844811a",
+   "id": "54bfa016",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.755577Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.754996Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.758307Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.757689Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.911926Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.911400Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.915530Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.914631Z"
     }
    },
    "outputs": [],
@@ -250,7 +250,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7fd897b2",
+   "id": "302b1072",
    "metadata": {},
    "source": [
     "There are no complaints when adding existing nodes or edges. For example,\n",
@@ -260,13 +260,13 @@
   {
    "cell_type": "code",
    "execution_count": 9,
-   "id": "20b019af",
+   "id": "191ec7af",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.761419Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.760879Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.764128Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.763486Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.919100Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.918584Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.923440Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.922684Z"
     }
    },
    "outputs": [],
@@ -276,7 +276,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ca374508",
+   "id": "bafe4169",
    "metadata": {},
    "source": [
     "we add new nodes/edges and NetworkX quietly ignores any that are\n",
@@ -286,13 +286,13 @@
   {
    "cell_type": "code",
    "execution_count": 10,
-   "id": "3e3c6586",
+   "id": "c0011fb9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.767794Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.767209Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.771405Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.770738Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.926905Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.926618Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.932709Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.931802Z"
     }
    },
    "outputs": [],
@@ -307,7 +307,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "95bf3002",
+   "id": "acde4534",
    "metadata": {},
    "source": [
     "At this stage the graph `G` consists of 8 nodes and 3 edges, as can be seen by:"
@@ -316,13 +316,13 @@
   {
    "cell_type": "code",
    "execution_count": 11,
-   "id": "77ea3ed7",
+   "id": "401d89be",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.774494Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.774133Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.780920Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.780285Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.936167Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.935886Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.944583Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.943675Z"
     }
    },
    "outputs": [
@@ -345,13 +345,13 @@
   {
    "cell_type": "code",
    "execution_count": 12,
-   "id": "5af92400",
+   "id": "5b28cc93",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.785428Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.784881Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.789514Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.788860Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.948211Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.947927Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.953779Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.952878Z"
     }
    },
    "outputs": [],
@@ -367,7 +367,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "cdea6834",
+   "id": "b66f2b7b",
    "metadata": {},
    "source": [
     "# Examining elements of a graph\n",
@@ -387,13 +387,13 @@
   {
    "cell_type": "code",
    "execution_count": 13,
-   "id": "0a4ca736",
+   "id": "b44501af",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.792855Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.792263Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.797376Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.796717Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.957475Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.956980Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.963391Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.962484Z"
     }
    },
    "outputs": [
@@ -417,7 +417,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d6d075b2",
+   "id": "7b82fc28",
    "metadata": {},
    "source": [
     "One can specify to report the edges and degree from a subset of all nodes\n",
@@ -429,13 +429,13 @@
   {
    "cell_type": "code",
    "execution_count": 14,
-   "id": "b8b84533",
+   "id": "8ca5a782",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.800956Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.800494Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.805211Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.804553Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.966483Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.966195Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.974569Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.973692Z"
     }
    },
    "outputs": [
@@ -457,7 +457,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0df09e60",
+   "id": "02b3e41c",
    "metadata": {},
    "source": [
     "# Removing elements from a graph\n",
@@ -474,13 +474,13 @@
   {
    "cell_type": "code",
    "execution_count": 15,
-   "id": "b1579224",
+   "id": "a36cce3a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.809064Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.808676Z",
-     "iopub.status.idle": "2023-01-04T19:40:11.812416Z",
-     "shell.execute_reply": "2023-01-04T19:40:11.811747Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.978014Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.977569Z",
+     "iopub.status.idle": "2023-02-23T15:29:15.984251Z",
+     "shell.execute_reply": "2023-02-23T15:29:15.983120Z"
     }
    },
    "outputs": [],
@@ -493,7 +493,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "82858da3",
+   "id": "1e28330a",
    "metadata": {},
    "source": [
     "# Using the graph constructors\n",
@@ -508,13 +508,13 @@
   {
    "cell_type": "code",
    "execution_count": 16,
-   "id": "13a5f95e",
+   "id": "9d0879b5",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:11.815823Z",
-     "iopub.status.busy": "2023-01-04T19:40:11.815347Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.104032Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.103306Z"
+     "iopub.execute_input": "2023-02-23T15:29:15.988190Z",
+     "iopub.status.busy": "2023-02-23T15:29:15.987903Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.334628Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.333541Z"
     }
    },
    "outputs": [
@@ -543,7 +543,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5bcb612c",
+   "id": "b6c57366",
    "metadata": {},
    "source": [
     "# What to use as nodes and edges\n",
@@ -572,13 +572,13 @@
   {
    "cell_type": "code",
    "execution_count": 17,
-   "id": "9414d971",
+   "id": "4b6b4cc9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.107603Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.107170Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.113447Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.112778Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.338419Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.337993Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.346373Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.345502Z"
     }
    },
    "outputs": [
@@ -602,7 +602,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d8fc256d",
+   "id": "4ef3c002",
    "metadata": {},
    "source": [
     "You can get/set the attributes of an edge using subscript notation\n",
@@ -612,13 +612,13 @@
   {
    "cell_type": "code",
    "execution_count": 18,
-   "id": "de72574c",
+   "id": "3af8cd3d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.116825Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.116229Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.121557Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.120901Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.350619Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.350127Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.357722Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.356822Z"
     }
    },
    "outputs": [
@@ -642,7 +642,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "83227c2d",
+   "id": "a38aad14",
    "metadata": {},
    "source": [
     "Fast examination of all (node, adjacency) pairs is achieved using\n",
@@ -653,13 +653,13 @@
   {
    "cell_type": "code",
    "execution_count": 19,
-   "id": "7d913456",
+   "id": "78900827",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.124912Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.124661Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.130071Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.129387Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.361419Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.361140Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.368820Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.367886Z"
     }
    },
    "outputs": [
@@ -685,7 +685,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "77281896",
+   "id": "175a41b6",
    "metadata": {},
    "source": [
     "Convenient access to all edges is achieved with the edges property."
@@ -694,13 +694,13 @@
   {
    "cell_type": "code",
    "execution_count": 20,
-   "id": "48a57526",
+   "id": "d0230f15",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.134282Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.134029Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.138019Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.137333Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.372031Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.371746Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.376487Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.375749Z"
     }
    },
    "outputs": [
@@ -721,7 +721,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7ae42a25",
+   "id": "44de1952",
    "metadata": {},
    "source": [
     "# Adding attributes to graphs, nodes, and edges\n",
@@ -743,13 +743,13 @@
   {
    "cell_type": "code",
    "execution_count": 21,
-   "id": "462a34df",
+   "id": "303386dd",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.142175Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.141928Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.146445Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.145772Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.379819Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.379537Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.387224Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.386306Z"
     }
    },
    "outputs": [
@@ -771,7 +771,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "97fff941",
+   "id": "b96ad4a8",
    "metadata": {},
    "source": [
     "Or you can modify attributes later"
@@ -780,13 +780,13 @@
   {
    "cell_type": "code",
    "execution_count": 22,
-   "id": "9776660a",
+   "id": "55ece8fb",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.150340Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.150111Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.154460Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.153815Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.390672Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.390390Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.397904Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.396982Z"
     }
    },
    "outputs": [
@@ -808,7 +808,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "224f3c1e",
+   "id": "d0ee2386",
    "metadata": {},
    "source": [
     "# Node attributes\n",
@@ -819,13 +819,13 @@
   {
    "cell_type": "code",
    "execution_count": 23,
-   "id": "2b229012",
+   "id": "7490d9bc",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.158458Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.158224Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.163433Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.162757Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.401446Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.401162Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.407975Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.407077Z"
     }
    },
    "outputs": [
@@ -850,7 +850,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fa30a8cf",
+   "id": "aa13f2c9",
    "metadata": {},
    "source": [
     "Note that adding a node to `G.nodes` does not add it to the graph, use\n",
@@ -865,13 +865,13 @@
   {
    "cell_type": "code",
    "execution_count": 24,
-   "id": "f27dfb23",
+   "id": "086fe04c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.167421Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.167174Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.171564Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.170880Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.411602Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.411311Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.416923Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.415993Z"
     }
    },
    "outputs": [],
@@ -885,7 +885,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "48c77a50",
+   "id": "d79874d3",
    "metadata": {},
    "source": [
     "The special attribute `weight` should be numeric as it is used by\n",
@@ -906,13 +906,13 @@
   {
    "cell_type": "code",
    "execution_count": 25,
-   "id": "c5739106",
+   "id": "14fab3bc",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.174992Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.174416Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.180301Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.179632Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.420565Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.420048Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.430712Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.429747Z"
     }
    },
    "outputs": [
@@ -938,7 +938,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2fd3646e",
+   "id": "c7dd6481",
    "metadata": {},
    "source": [
     "Some algorithms work only for directed graphs and others are not well\n",
@@ -951,13 +951,13 @@
   {
    "cell_type": "code",
    "execution_count": 26,
-   "id": "dde53331",
+   "id": "07fb35fc",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.183469Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.183222Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.186572Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.185862Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.434754Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.434184Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.439535Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.438635Z"
     }
    },
    "outputs": [],
@@ -967,7 +967,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e44f67a1",
+   "id": "9cda3f7d",
    "metadata": {},
    "source": [
     "# Multigraphs\n",
@@ -987,13 +987,13 @@
   {
    "cell_type": "code",
    "execution_count": 27,
-   "id": "feea16bb",
+   "id": "8d607698",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.189609Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.189153Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.196198Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.195537Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.443235Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.442734Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.451526Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.450641Z"
     }
    },
    "outputs": [
@@ -1023,7 +1023,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8d615784",
+   "id": "1274128a",
    "metadata": {},
    "source": [
     "# Graph generators and graph operations\n",
@@ -1043,13 +1043,13 @@
   {
    "cell_type": "code",
    "execution_count": 28,
-   "id": "43c8e071",
+   "id": "bf4e008d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.200234Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.199759Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.204635Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.203925Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.454896Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.454393Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.461601Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.460519Z"
     }
    },
    "outputs": [],
@@ -1062,7 +1062,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4cb0db6d",
+   "id": "673279c6",
    "metadata": {},
    "source": [
     "# 4. Using a stochastic graph generator, e.g,\n",
@@ -1073,13 +1073,13 @@
   {
    "cell_type": "code",
    "execution_count": 29,
-   "id": "f0fab8cd",
+   "id": "fd2feef4",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.207883Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.207432Z",
-     "iopub.status.idle": "2023-01-04T19:40:12.282790Z",
-     "shell.execute_reply": "2023-01-04T19:40:12.281934Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.465145Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.464785Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.478097Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.475533Z"
     }
    },
    "outputs": [],
@@ -1092,7 +1092,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "87e08a78",
+   "id": "703ea6be",
    "metadata": {},
    "source": [
     "# 5. Reading a graph stored in a file using common graph formats\n",
@@ -1104,13 +1104,13 @@
   {
    "cell_type": "code",
    "execution_count": 30,
-   "id": "5a652d37",
+   "id": "bb8090e6",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:12.286273Z",
-     "iopub.status.busy": "2023-01-04T19:40:12.286014Z",
-     "iopub.status.idle": "2023-01-04T19:40:13.102835Z",
-     "shell.execute_reply": "2023-01-04T19:40:13.102018Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.481897Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.481379Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.536664Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.534820Z"
     }
    },
    "outputs": [],
@@ -1121,7 +1121,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9b87f8cd",
+   "id": "973a9b9f",
    "metadata": {},
    "source": [
     "For details on graph formats see Reading and writing graphs\n",
@@ -1136,13 +1136,13 @@
   {
    "cell_type": "code",
    "execution_count": 31,
-   "id": "da7cf48a",
+   "id": "26e8238c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:13.107661Z",
-     "iopub.status.busy": "2023-01-04T19:40:13.107150Z",
-     "iopub.status.idle": "2023-01-04T19:40:13.116823Z",
-     "shell.execute_reply": "2023-01-04T19:40:13.116087Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.541031Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.540700Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.550387Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.549539Z"
     }
    },
    "outputs": [
@@ -1168,7 +1168,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6ad339b8",
+   "id": "1def3479",
    "metadata": {},
    "source": [
     "Some functions with large output iterate over (node, value) 2-tuples.\n",
@@ -1178,13 +1178,13 @@
   {
    "cell_type": "code",
    "execution_count": 32,
-   "id": "7f2fbd1a",
+   "id": "58e06fa5",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:13.120512Z",
-     "iopub.status.busy": "2023-01-04T19:40:13.119980Z",
-     "iopub.status.idle": "2023-01-04T19:40:13.125066Z",
-     "shell.execute_reply": "2023-01-04T19:40:13.124365Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.553893Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.553608Z",
+     "iopub.status.idle": "2023-02-23T15:29:16.562098Z",
+     "shell.execute_reply": "2023-02-23T15:29:16.561243Z"
     }
    },
    "outputs": [
@@ -1206,7 +1206,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "042ddc38",
+   "id": "14a94ada",
    "metadata": {},
    "source": [
     "See Algorithms for details on graph algorithms\n",
@@ -1225,13 +1225,13 @@
   {
    "cell_type": "code",
    "execution_count": 33,
-   "id": "bea11dcd",
+   "id": "07f88ce4",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:13.129246Z",
-     "iopub.status.busy": "2023-01-04T19:40:13.128848Z",
-     "iopub.status.idle": "2023-01-04T19:40:13.520231Z",
-     "shell.execute_reply": "2023-01-04T19:40:13.519480Z"
+     "iopub.execute_input": "2023-02-23T15:29:16.565695Z",
+     "iopub.status.busy": "2023-02-23T15:29:16.565381Z",
+     "iopub.status.idle": "2023-02-23T15:29:17.065924Z",
+     "shell.execute_reply": "2023-02-23T15:29:17.064831Z"
     }
    },
    "outputs": [],
@@ -1241,7 +1241,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a0e66810",
+   "id": "d9234a34",
    "metadata": {},
    "source": [
     "To test if the import of `nx_pylab` was successful draw `G`\n",
@@ -1251,19 +1251,19 @@
   {
    "cell_type": "code",
    "execution_count": 34,
-   "id": "fbe47396",
+   "id": "43e21e1a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:13.524011Z",
-     "iopub.status.busy": "2023-01-04T19:40:13.523640Z",
-     "iopub.status.idle": "2023-01-04T19:40:13.736925Z",
-     "shell.execute_reply": "2023-01-04T19:40:13.736108Z"
+     "iopub.execute_input": "2023-02-23T15:29:17.070577Z",
+     "iopub.status.busy": "2023-02-23T15:29:17.069507Z",
+     "iopub.status.idle": "2023-02-23T15:29:17.446274Z",
+     "shell.execute_reply": "2023-02-23T15:29:17.445345Z"
     }
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 640x480 with 2 Axes>"
       ]
@@ -1282,7 +1282,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "be4106df",
+   "id": "e7940816",
    "metadata": {},
    "source": [
     "when drawing to an interactive display.  Note that you may need to issue a\n",
@@ -1292,13 +1292,13 @@
   {
    "cell_type": "code",
    "execution_count": 35,
-   "id": "9645f407",
+   "id": "bad8ba76",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:13.740421Z",
-     "iopub.status.busy": "2023-01-04T19:40:13.740163Z",
-     "iopub.status.idle": "2023-01-04T19:40:13.743515Z",
-     "shell.execute_reply": "2023-01-04T19:40:13.742943Z"
+     "iopub.execute_input": "2023-02-23T15:29:17.450067Z",
+     "iopub.status.busy": "2023-02-23T15:29:17.449768Z",
+     "iopub.status.idle": "2023-02-23T15:29:17.454467Z",
+     "shell.execute_reply": "2023-02-23T15:29:17.453666Z"
     }
    },
    "outputs": [],
@@ -1308,7 +1308,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9d2aad9f",
+   "id": "4b162725",
    "metadata": {},
    "source": [
     "command if you are not using matplotlib in interactive mode."
@@ -1317,19 +1317,19 @@
   {
    "cell_type": "code",
    "execution_count": 36,
-   "id": "0372711b",
+   "id": "8a183e56",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:13.746478Z",
-     "iopub.status.busy": "2023-01-04T19:40:13.746052Z",
-     "iopub.status.idle": "2023-01-04T19:40:14.034019Z",
-     "shell.execute_reply": "2023-01-04T19:40:14.033407Z"
+     "iopub.execute_input": "2023-02-23T15:29:17.457938Z",
+     "iopub.status.busy": "2023-02-23T15:29:17.457325Z",
+     "iopub.status.idle": "2023-02-23T15:29:18.000610Z",
+     "shell.execute_reply": "2023-02-23T15:29:17.999532Z"
     }
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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aRtHlgpcvX2JqaiqrtrpkyRJE/LO/98SJE1I1WltbW1y9ejUnDkvi4+Nx1apVEvdpA/xZ1hg+fDhnhnrp6enYu3dv1rq8vb0xJSUFRSIRYysWAGDjxo0xIyODEzkI6kVZPx2zZ8/Gx48fq/2rWhEaN25Ma0vr1q3VJsvz588Z1/bs2bNqk4cLiqsPGKIMaBlFPaE9ffoUEf9Y61pbWzM63rlz5wryikQivHDhglj3u/nJysoKFy1apJAG+/XrV5w0aZLESG4AgNbW1rhgwQJOt+39+vVL7P7w6dOnFzgNmjFjBuN3FxcXlbuSJfCHsjMD+cnCwgI7d+6M//zzD7548UIrHE8dPnyY0Y6PHz+qRZaRI0fS5HByctJKBaswUVFRSvUpMjNA4ISixm73798v+O369euMmQNzc3PGliiKovDatWvYsmVLiZ3WzMwMZ86cKfWFTVEU3r9/H3v06CF1jdbd3R23b9/O+ZLEq1evWKPI6enp4Y4dOwrO2759O6vy8+HDB07lIagXLvx0iFOUu3Xrhr6+vhgcHKyRS0qZmZkMI+KpU6eqXI6EhASGQePy5ctVLgeXBAYGsnoolSURmwECpxR9yIOCgmi/b9y4kdEJK1SogAkJCazl3bt3Dzt06CCxExsZGeHEiRPxx48ftLy5ubl48uRJqTMNAH/iul+4cIGXwfPChQtoZmbGqLNEiRJ4/fr1gvOuXLnCUJYMDAwY15BQPODKT4ekVKpUKezduzdu27YNP3z4oDED/Zw5cxjPgqq9aBa1cdLX19daB16fPn3Czp07K9VXyG4CAqeUKVOG1sGK7oWnKIoRIhTgj3GepCnO58+fY8+ePSV2Zn19fRwxYgS+fPkSN27cyGqJXzjp6enhgAED8NmzZ7xcC4qi8J9//mEd8F1dXWlTo69fv2aNRXDw4EFeZCOoH679dMiS7O3tccCAAbh7924MCQlRm3IQGhrKeC5UuV1WJBIxDJf79eunsvq5Qpa4BbIk4meAwDlFX8CXLl1inJORkcG6dj5r1iyp5b979w4HDRqk1ABqaWmJM2fOxPDwcD4uASL+cS08ZswY1vqbNWtG800QERGBjo6OjPMWLlzIm3wEzYArD4RFp7tlTU5OTjh48GDcv38/fv/+XaVtL/olW7t2bZUpJ9euXWNcizt37qikbi7Ij2jIZoeVn1xcXOTyQKjpTsyIMqBlFNW2xW0b+vnzJ9rZ2TE65tGjR2WqJyQkBEeNGiWX561y5crhpk2beA+fmpCQgF5eXqwyDBkyhOafIDU1FevUqcM4b+DAgRozpUvgF1n9xx85cgQHDBggcVD39PTE/v37M6LvyZpcXFxwxIgReOTIEYyIiOC13QEBAYz6Hz58yGud+RR10FOtWjWted6uXLki0TW6nZ0d7t27F/Py8iT2rfxkZGSk8YoAIlEGtI6iATROnDgh9tz79+8zXubGxsb44sULqfXk7zwoukdYXKpZsybevHlTarnKhvkMCQlh+GDPT6tWraKVl5eXxxqFrFmzZipxtETQHBITE9HPz481spyfnx8tEt3Dhw8l9ntLS0tct24dfvz4Efft24c+Pj6sM0+ypIoVK+LYsWPxxIkTGB0dzWmb8/Ly0MXFhVafj48Pp3WwER4ezvha3rZtG+/1Ksv79+8l2k8ZGRnh3LlzGR874vpW4bFRGxQhogxoGbVr16Z1tMOHD0s8f9euXYzO6ezsLHYbXXp6Om7fvl2qoyJxqXnz5nj16lVG5+cizOedO3dYp+1MTEzw9OnTjPMnT57MONfd3V1jt/YQ+IeiKIyLi8OwsDCMi4sTO0iLRCL09/eX+JJ3dXXFs2fPIkVRSFEUfvnyBXft2oX9+/dnnZWTJVWtWhUnTpyIZ86c4aSfrlu3jla+oaEh/v79W+lyJbFgwQJanebm5piSksJrncoQGxuLEydORD09PbH3pU+fPhgaGiqxnPy+tW/fPkb+x48fq6g1ikOUAS2jqOX+3r17peYZN24co3O2aNGC5nc9KioKFyxYIDFKFwCgqakpNmzYkNWff+FUr149PHfuHIpEIk7CfB44cIB1ycLe3r7A10Jh/Pz8GOfa2Njgly9fFLvwBJ0kLS0NlyxZItFvRsuWLfHly5e0fBRF4fv373Hr1q3Yq1cvqc8VWxIIBFirVi2cNm0aXrhwQSHjs9jYWEYMkDVr1nB0dZhkZ2czFKEJEybwVp8yZGdn48aNG9HKykrsPahbty7evXtXrnLz8vIYy0hDhgzhqRXcQZQBLaNZs2a0TlZ4D704srOzGfnyH9Lg4GAcPnw4GhoaShyYypQpg6tXr8b4+HhERExJScG1a9di6dKlJeYrV66cUmE+RSIRzp07lzVPrVq1WI0UL1y4wFA6DA0N8d69e9zcBILO8fPnT9ZdOoVf3CNHjhS7dU4kEuGbN29w06ZN2LVrVyxRooTcyoFQKMT69evjrFmz8MqVKzJ/bQ8ZMoTxTPLlPOn48eMMuTUtDDhFUXjx4kWJs58ODg548OBBhbdCr1mzhlaekZGRUgHXVAFRBrQMT09PWieTdd9qdHQ0q1MeaalWrVp4+PBhzM7OZi03IyMDt2zZolDZbINd4e03aWlpYrc7dunSBVNTUxnyPH/+nPUr7tixYwpfcwIhnydPnmCTJk3E9mFzc3NctWoVZmZmSiwnLy8Pnz9/juvXr8dOnTqxbnuVlvT09LBx48Y4b948vH79ulhHXo8fP2bkZduFxAXNmzen1dOiRQte6lGU4OBgbNOmjdhramxsjAsWLGAdW+Th9+/fjA+stWvXctQKfiDKgJbRvn17Wgdbv369zHkfPnwo8+6ATp064Y0bN2Q2fMnOzsa9e/eKNaKRNeU75oiMjMR69eqxnjNjxgzWL5sfP36gvb0943xt93pG0CwoisITJ05IjApavnx5PHXqlMzPT05ODj569AhXrVqFbdu2VWgro4GBATZv3hwXLVqEt27dKlBIKIrCunXr0s7t2LEj59clODiYIZMkA2dVEhMTg2PHjpU4QzlgwACGYzVl8PHxoZXv4uKi0e6siTKgZXTp0oXWwVauXCk1T1xcHC5fvlyqUZORkRGOGjUK379/r7B8ubm5ePToUaVcdjo5OTGcKwH8cXokznFKcnIyayCmYcOGaYUlL0H7yMjIwBUrVrB6v8xPzZo1U8jpVnZ2Nt67dw+XLl2KrVq1Yqz7y5KMjY3Ry8sLly9fzlhqEwgE+PXrV06vx/jx42l12NnZiZ1RVBVZWVm4fv16iTZODRs2xAcPHnBe98OHDxl1BQQEcF4PVxBlQMvo1asXrXPlRyZk4/Pnzzhu3DiZvjLKlCnDqVYcExOjkDIgLllZWeGNGzdY68rJycF27dox8nh6eqp9MCIUf379+oXDhw+X6Pp46NChGBkZqXAdmZmZGBQUhAsXLsSmTZsq7REP4M8MG1ckJyczljoWLFjAWfnyQlEUnj17VuJMpaOjI/r7+/MWX4KiKMbur86dO/NSFxcQZUDL6N+/P61z/f3337TfKYrC27dvY9euXeX2yz506FClvqJFIhG+fPkSV65cKTZ6oCLJzc1NbNQ1iqJw7NixjDyVK1cWG4+BQOCDFy9eMNbMCydTU1NctmwZJ0G60tLSMDAwEOfOnYuNGjWSuC1OXBIIBNihQwdOIjJu27aNVraenh7+/PlT6XYqwqtXr7BVq1Zi221iYoJLlixRSayGPXv2MK65tC2K6oIoA1pGUcvgmTNnIuKfr+Njx46JXWcvnLy8vPD48ePo6urK+M3X11cueeLj4/HEiRM4dOhQhfdWS0otWrSQuN+66D5qAEBbW1uNfeAIxRuKovDff/9lOPspnJydnfHYsWOcLl8lJydjQEAAzpgxA+vWratQgKaSJUti9+7d0c/PT66IjBRFMZYFe/TowVnbZCUqKgpHjhwpse2DBw9WqZKSlpbG2Dkye/ZsldUvD0QZ0DJGjRpF61jjxo3D9evXo7Ozs8QHXV9fHwcPHkzbD/3u3TvG1J6enp7Y6XjEP1//z549w2XLlqGHhwevQWCGDRsmcZr/9OnTjDzGxsb46NEjTq85gSAvmZmZuGbNGrSwsBDbvz08PHhzRpOQkIDnz5/HqVOnstrSyJLyIzJu374dP378KFZ5uX37NiNv4WihfJOZmYmrV6+WuCPDw8MDnzx5ojKZCjN16lSaLDY2NlJ3m6gDogxoGUWNdKStHVpZWeGcOXPE+kE/d+4cI4+1tTXtyzo2NhaPHj2KPj4+aGtry9vLv3BavXq1xC+nx48fo7GxMSMfmydCAkFdREdH4+jRoyV+rQ4aNIjXoF6If7a6nT59Wmq4cknJwcGBNSJj3759aedVrFiRt3X4wlAUhadOnZIYJ6Js2bJ44sQJtRoRf/r0iSGXNM+x6oAoA1pGv379ZHpwXV1dcfPmzTLtl128eDEjf4UKFXDevHnYqFEjuaccK1SogJMnT8YTJ06gqamp3PmlPSihoaGsSsm6deu4uswEAqe8evWK4SOkcDIxMcFFixbxvo6dm5vL8AkiafZCUnJ2dsbevXsz7BU2bdrEaxsQ//gTYXOklp/MzMxwxYoVmJGRwbssstC6dWuafI0bN1a3SAyIMqAF5OXl4ZkzZ7Bp06ZSH9AmTZrgmTNn5DIGEolE2LFjR4W/GIyNjbFjx464efNmDAkJERuHQJa0detWibImJCSwRhQbM2YM2UJI0GgoisLz589LfC7KlCmDhw8f5vXLevny5Yzn9+3bt3j48GEcPnw4I0y6PElPTw937dql1M4JSURGRuLQoUPF1i8QCHD48OG81a8oZ86cYcgqS8A4VUKUAQ0mNTUVt2zZIvWlKhQKsU+fPnKtlefl5eGDBw9w4cKFCln+V6xYEadOnYpXr16lad+yhPQU1wZ/f3+JMmdnZ7OGLm7Xrh0tzgKBoMlkZWXhP//8I9ElcYMGDXjZ+474x9CuqPOxjRs30s4JDQ3lLCLjyZMnxQZGk5WMjAxcvny5RJ8OzZs3x+fPnytVD1/k5uYyruOoUaPULRYNogxoIJGRkTh37lwsWbKk1AeuQoUKMlvOR0VF4cGDB7Ffv34ylV04mZqaore3N27btg2/ffvGWv7Vq1dRT09PbqPC6tWrS43tTlEUDhs2jJG3Ro0ajJCiBII28Pv3bxw/frzE56Vfv374/ft3zusuukW5QoUKYmcjCkdk7Nevn9R4JOJStWrVcNKkSXJFZKQoCo8dOybRQLp8+fL477//avzM4LJly2hym5iYaNT2Z6IMaBCvX7/GIUOGyOwyGOCPj35x5Obm4r179/Dvv//GOnXqKPQA5ysCr1+/lih7YmIimpmZya0IeHt7y7SksWLFCkZee3t7Th0lEQjq4O3bt9i2bVuxz4iRkRHOnz9faX/5hbl79y6jnsDAQJny5kdkrFSpksJjikAgwNq1a+P06dPx4sWLmJSUxKjn8ePH6OHhIbYMCwsLXLNmjUZa5rPx69cvhsG3KuwrZIUoA2pGJBJhQEAAw8CELdWtWxcHDhxIO9a+fXtaeZGRkbhv3z7s3bu33JHRzM3NsVu3bqzBgSpVqsT6wObj6+ur0N7msWPHSr1Gx44dY1VQNHVKkECQF4qi8PLly1ixYkWxz4q9vT3u37+fE3sCiqKwevXqtPK7desmc/6PHz8y5Bs4cCAnERkPHz7MmLkoqkiMHj0ao6Ojlb4Oqqbozgt3d3eV7LyQBaIMqInMzEzcs2cPVqlSReqD0qVLF7x9+zZSFIV+fn6031q1aoW3b9/GOXPmYM2aNeV+CKtXr44zZ87EmzdvFuzppygKBwwYwDi3c+fOrF/xFEWhm5ubQsqAvb29xOm9e/fuMaJ/CQQCvHDhAm/3hkBQFzk5Oejr64tWVlYSPwru3LmjdF3bt29nvJBlnWmTtHe+cETGjh07KhSRUVxq1aoVvnr1Sum2qwt1+2SQBFEGVMzv379xyZIlUvfrGxsb47hx4/DTp0+0/Dt27KCdJ68bUgsLC+zZsyfu3r1b4t7m9PR01qWFou6PEf/4IVDmARe3fvjlyxe0sbFhnC+vl0QCQduIi4vDyZMnS3y+e/XqJdZ+RxZSUlIY2wrnz58vNZ+8XvW4iMgIAFi1alVctGgR3r59G7OyshRutzqhKAqrVatGa5c6vDWyQZQBFfHhwwccPXq01OhjpUuXxmXLlmFsbGxB3uzsbLx58ybOmjVLIcveWrVq4Zw5c/D27dtyWd3/+PGDVWk5deoU7bywsDCllIGwsDBG3XFxceju7s44d9KkSRpvKEQgcMWHDx8kbvs1NDTEOXPmKGxEO3HiRMb4Iy24l7L+9rOysvDu3bu4dOlSrFOnjkIzioUjMj548ECrdhMVjeMgFArVFsehMEQZ4BGKovDmzZvYqVMnqZ27WrVquG/fvoKptu/fv+POnTuxW7duck+zlShRAnv37o379u1Ter/tnTt3GEYvRQ0KuZ4ZyMrKYg340rlzZ8zNzVWqPQSCNvLff/9JXFIsXbo07t69W+5gQ+/evWOUdezYMbHncxWJ7/v37xLtAuRNZmZm2L59e1yzZg0+efJEo8cJTYvwmA9RBnggOzsbDx8+zHho2FLbtm3x6tWrmJmZidevX8e//vpLJjuCoqlOnTr4999/47179zh/EIpqsgB/tvPkz15waTNAURTDSDK/fVxaUxMI2kZOTg5u3boVra2txT5PNWvWxJs3b8pVbsuWLWllNGvWTOy5Dx8+ZNQZEBAgc12pqak4f/58Vlfi+cnT0xN37typVERGS0tL9Pb2xg0bNuDLly81xkgvn6Ju5e3s7NQebp0oAxySkJCAa9aswTJlykjsqAYGBjhs2DAMCAjAbdu2obe3N5qamiqkEdvZ2WFUVBSv7aIoihEgCeBP9MN8xUPR3QSjR4+m1bVo0SLGOY6OjlL9EBAIukJCQgJOnz5dYlySbt264ZcvX2Qq7+TJk4z8b968YT3Xx8eHdp6Li4tMsxEikQgPHDiA9vb2YmWuWLEiXrp0ibEMmJycjJcvX+YkIuPmzZvx7du3al9qDA4OZsh44sQJtcpElAEO+PbtG06ePFmidyyAPwGA+vfvj6NGjZK4hUhcql+/PmNqrVy5cippY1ZWFuue36lTpyLi//sZkPdBLTwlefDgQcbv5ubmUn0cEAi6yOfPn7FLly4SPzpmzJiBiYmJEsvJzs5mvKTHjRvHOO/379+MnT1r166VKuedO3ewbt26YuW0srJCX19fmb+MuYjIaGtri3369JEakZFPii6FtmjRQuUyFIYoA0rw4MED7Nmzp1RHO7a2tli1alWJU2NsycbGBgcOHIiHDx8ucOcZGBhIO8fBwUFl7f316xfrrMeBAwcQEfHs2bNyP5T5WwSDgoIYzpaEQiFeuXJFZe0jELSR69evM3wGFE6lSpXC7du3S1w+XLhwIS2PmZkZwyhxzZo1tHOMjIxohs5FCQ0Nxd69e4uVS09PDydNmiSzN0Jx5EdknDBhgkJLrPnj6MCBA3HPnj349etXlSgHx48fZ8jx9u1b3usVB1EG5CQ3NxdPnTqFjRs3ltrB5H35CwQCbNSoES5evBgfP37MOv1269YtxoOuSp48ecLYEWFoaIiPHz9mBECRVRn4+PEj677q7du3q7RtBIK2kpubizt37sRSpUqJfdaqVauG165dY83/8+dPxtp84aBheXl5jFDBQ4YMYS0rOTkZ58yZw5hFKJw6duyI79+/5+Va/Pr1C48dO4ajR4/GChUqKKQcODs749ChQ/HgwYO8eTnNzs5GOzs7Wr0TJkzgpS5Z0FllgKIojI2NxbCwMIyNjZWqCaakpKCvr6/E2NmKJFtbW/Tx8cGjR49K1LLzefDgAS2/paUlV5dEZtim8+3t7dHS0pJ2jG0/cdGYCAcPHkQXFxfGeX/99ZfK20UgaDtJSUk4a9YsiS7Nvb29Gf5LEJHhebRq1aoF4+Lly5cZ5Tx+/JiWPy8vD/fs2SMxdkGVKlVUPtsXHh6udERGV1dXHDlyJPr7+3MaEXHBggW0eszNzdUWa0XnlAFx4XXd3NzQ19eXsb4WHh6Os2bNUsjFJlsSCoXo4eGBy5Ytw2fPnslt5fr06VNaecbGxhxeHdkp6oGMLb148YLxtVE0ljqbf/MePXponPUvQb3Iq7zrOiEhIdijRw+xz6a+vj5OnToV4+PjC/LcuHGDcd6tW7cQERm+DurWrUu7B0FBQVirVi2x9VlbW+PWrVs1wh8AFxEZK1WqhOPGjVM6ImN4eDhjmXnt2rVq6ec6pQxICq+bf8zMzAyvXr2KL168wIEDB0q02JU12dnZ4dChQ/HEiRO0h08RXr9+TStbT0+Po6sjH7m5uazhhPNTv379EBEZNgaSrIkB/oRuTU9PV0ubCJqHvMo7gY4sL+ktW7ZgTk4OUhTFUM779OmDX79+ZYyXe/fuRcQ/Skf37t0lKh3Tpk3TqOh8haEoCj9//ow7d+5UOiLj5MmT8ezZs3KP8ZKunyr7uc4oA7KG11Vk20rRpKenh82aNcOVK1fiixcvOP3K/fDhA6M+eR2NcEVsbCzrsolQKMTPnz8jIjKsiCU9bOXKleN9myRBe5BHeSeIJy8vD/fu3ctYny6cKleujFeuXEFfX1/Gy7zonvgSJUrgr1+/cObMmRKXI7p06cK6HKHJ5Edk3Lp1K/bq1UuiTwdJ7xBpERkLs2rVKollqaqf64QyoGh4XXmSg4MDjhgxAk+dOsWrFhcSEsKoW50hPP/77z/WDnz79m1EROzQoQPtt6I2A/nJ0tIS3717p7Z2EDQLWZV3oVCIenp6RCGQgeTkZJw7d65Ew77WrVszDJ+L2v54eXlJNFSsXr26WENFbUMkEuHr169x06ZNSkVkbNCgAc6ePRv/++8/mvO0/H4uSxl893OdUAYUdYgjKenr62PLli1xzZo1+Pr1a5Wt7fz48YMhi7oMThARR4wYwXp9rK2tcdGiRYxAKGz3QV9fX2MidxHUj7zKu1AoRDMzM7JkICOhoaHYp08fsddT0bGyVKlSuGPHDo12BawseXl5+OzZM1y3bp3CERn19fWxSZMmOGPGDDQ2NtaYfi5ARIRiDCKCu7s7hIaGgrJNdXR0hI4dO0LHjh2hdevWUKJECY6klJ3o6GhwcHCgHYuLiwMbGxuVy/L582eoVq0aiEQipcrZu3cvjBw5kiOpCNqOn58fTJ8+Xa7nVSAQwIoVK2D06NE8Sla8ePz4MSxYsACCg4OVKsfAwABGjx4N06dPV8uYqE5yc3PhzZs3cP/+fXjw4AE8efIEsrKyeKtPIBCAr68vTJkyhfuyi7syEBcXB7a2tgrnb9asGXTt2hU6duwI1apVA4FAwKF08pOQkMB48f/69YuhIKiC/v37w8mTJwv+1tPTk1sxaNq0Kdy/f59r0QhaCpfKO4FQ3BAIBODq6gohISGcv4uKvTLw/ft3cHFxUTh/WFgYlC9fnjuBlCQ1NRUsLS1px75//w7lypVTqRyvX7+GOnXq0I6NHz8edu7cKdcgbmRkBNHR0WBlZcWxhARtRFnlnUDQBfiYDRZyWpoGYm5urlR+CwsLjiThBkNDQ8ax3NxclcuxcOFC2t8lSpQAZ2dnucvJycmBw4cPcyUWQctJS0tTtwgEgsaTmprKeZnFXhmwsbEBNzc3uadUBAIBuLm5gbW1NU+SKYaBgQHjWE5OjkplePToEVy+fJl2bMaMGbBv3z6Fytu8eTOZEiYAgPLKO4GgC/DxkarPeYkahkAggMmTJ8P06dPlzjtlyhS12wgURSgUMtbmVakMICL8/ffftGO2trYwePBgWLRokULlffv2jdUWgqB75CvvitgMGBoawpkzZ6BRo0Y8SVf8SEhIgPXr18PBgwcVMgQuX748LF68GDp16qRxY6Umg4jQqFEj+PHjh9yGsq6urvx8pPKyR0HDkDe8rqZvVSq67/fp06cqq/v69euM67Vp0ya8d++eUls1w8LCVNYGgmaj7Fbg/v374/fv39XdDI0mOzsbN23axBogTJHUqlUrfPXqlbqbpVUo0s8FAgH6+fnxIo9OKAOIiOfPn5dZEdDT08PAwEB1iyyWoo4v7t+/r5J6KYrChg0bMvYWt2/fXunBRNkwpoTiAxdOwoyNjXH+/Pk0By+EP8/wpUuXsGLFimKvXdGopPK8qEaNGkW8iMqIpvnTKPY2A/l8//5d4u8CgQAEAgGYmJjAlStXoF27dqoRTAGK2g2oapng4sWL8PTpU9qxuLg4CAwMVLhMTbXNIKgPKysrOHPmDAgEAhAKFRuisrKyYOXKlVCxYkU4ePAgUBTFsZTax9u3b6Fdu3bQpUsX+PLlC+N3Y2NjmDx5MsMguejyXfv27cHDw4ORHxFh79694O7uDmvWrOF1v31xQJ5+LhQKQSAQwNmzZ/nbecWLiqFhZGVlMQLmFJ1qd3NzQz8/P6l+pDWBom1RxSxGXl4ea6hhZROf014E7UZabAJ5+lndunXxzp076m6SWvj9+zeOGzdO4hdo/tLK/PnzacfNzc1x+fLltGOGhoYYHR2Nx48fx7Jly4ots3z58njq1CkSYVIKssbg4Huc1wllYMeOHYyOeu/ePYyLi8OwsDCMi4vTqg5bNDjQpUuXeKsrISEBN23ahA4ODlIHXAsLCzQwMJBroDYyMtJY2wyC+klMTEQ/Pz/WqIUzZsxAMzMzVgVTXH/r3bs3hoaGqrtZKiErKwvXr1+PlpaWYq9Hw4YN8cGDB4j4x46gaCCxCRMmYGxsLGPpYPXq1YiImJGRgStWrGC9D/mpWbNm+Pz5c3VeCo1HUj9X1UdqsVcGcnJysFy5crQL3KpVK3WLpRRF1/vOnDnDafkUReHjx49x2LBhjKAlbKlevXq4d+9eTEtLkznATH6aN28ep7ITiicURbEq70FBQaxr3EVD8Rb9sp0zZ45aY3rwCUVReO7cOcaLpXBydHTEI0eO0CKqHj9+nHFefvCwIUOG0I6XK1eOFi01MjIShw8fLlYREwgEOGzYMIyMjFT59dAmxPVzVVDslYH9+/czOubNmzfVLZZSVKtWjdae48ePc1Juamoq7t69G+vUqSP1JW5oaIgjRozAZ8+eMcqRNO1VNJ04cYIT2Qm6y7lz51iVzylTpmCVKlXE9r3SpUvjnj171BYCnA9evXqFrVq1EttmExMTXLJkCaalpTHyNm/enHZuy5YtC3578uQJoyy2Gcnnz58zyimczMzMcPny5ZiRkcHnZSAoQLFWBnJzc7FChQq0ztikSROtWhJgo+jL+vDhw0qV9/btW5w4caLE6cSiXwUJCQkSyxQ37VU0caXIEHSbAwcOMPqWUCjE48eP45YtWyTGpa9VqxYGBQWpuwlKER0djaNGjZKofPv4+ODPnz9Z8wcHBzPOP3nyZMHvFEVhvXr1aL936NCBtSyKovD06dOM5czCydnZGY8fP671Y3FxolgrA/7+/oxOeOXKFXWLpTSNGjWitWnv3r1yl5GVlYVHjx7FZs2ayaQAFE7yhBumKAovXrxIlAEC72zcuJHRvwwMDPDatWuYkJCA06ZNQ319fbF9sXv37hgSEqLuZshFZmYmrl69mhEqvHDy8PDAJ0+eSCxn3LhxtDz29vaYnZ1NO2ffvn2Msr9+/SpRtjVr1kiV7fHjx5xcC4JyFFtlQCQSMaYI69evXyw00aIv8O3bt8uc9+vXrzh79mwsVaqU1Je+s7MzwzCoVatWcl/DT58+ia3j2LFj8jafQBBLUWt4gD9T048ePULEP33R29tbbH80MDDAmTNnavyuIi6/vpOTkxnP+cKFCxnnpaenM5wUzZw5U6qsUVFRSs1aEFRDsVUGTp8+zehw58+fV7dYnODl5UVrl7Stebm5uXju3DmZnAMJBAL09vbGgIAAXLZsGeP3fMtjeUhKSiLKAEElUBSF48ePZ/SzkiVL4tu3bwvOu3btGlavXl1svyxVqhTu2LEDc3Nz1dgadrhel9+6dSstv56entgX8/Tp02nnWltby1yPLPYMixcvZrVnIPBPsVQGKIrCWrVq0TpajRo1aJaz2kyHDh1obVu/fj3reZGRkbh06VJ0cnKSqgTY2dnh/PnzC9y4JiQkMDwddu7cWSF5KYoS69Xs6NGjCl8HAoENkUiE/fv3Z/Q1BwcH2rbC3Nxc3LFjh8RZsurVq+O1a9fU2Jr/JzIyEocNGybxC1tei32KorBq1aq0Mnr06CH2/C9fvjDqPHjwoFz1KbLTgcA/xVIZYFujLmwMo+106dKF1raVK1cW/CYSifDatWvYs2dP1NPTk6oEeHp64qlTpxjrg/PmzWOcq4zv8aLbO4kyQOCT7Oxs7NixI6O/ubm5MdzlJiYm4syZM9HAwEDsc+Lt7Y2fPn1SS1syMjJw+fLlvOzlv337NqOsGzduSMzTrl072vkNGzaUu96srCz8559/JBotN2jQQKGZSIJiFDtlgKIobNCgAa1TVa5cuVhtH+rVqxetfUuWLMG4uDj8559/GLsn2JKVlRVOmzYNP378yFp+VFQUmpqa0vL069dPKZmLxjQgygCBb9LT07Fp06aMPlezZk1WR1chISHYvXt3sc+Nvr4+Tps2TepOGq6gKEomL3+nT59W2BaqT58+tPIqVaoktSy2OC9sW4xlISYmRmbviAR+KXbKwNWrVxmdSdmtd5rGgAEDaO2rXr26TMFFGjZsiAcOHMD09HSJ5U+ZMoWWTygUKv1V1LVrV1aZ/P39lSqXQJBEYmIi1qxZk9HvmjRpInZtOigoiLHMWDhZW1vjli1bMCcnhze5nzx5gh4eHmJlMDc3x9WrV2NmZqbCdURGRjJ2V/j6+krNl5ubi87OzrR8w4cPV1gOxD9bG9u0aSO2vSTwFP8UK2WAoijGl4Cbm5tGGgEpw8CBA6W++POTqakpjh49Gl+8eCFT2T9+/EBDQ0NaGSNGjFBa5tGjRxNlgKAWoqKiWNeoO3TowFgeyycvLw/37NnDcM9bOFWpUgX/++8/TmX9+fMn+vj4iK2Ty8iAS5cupZVtYmIis2vwFStWMF7W8fHxSskjS0RFBwcHPHDgALEn4IFipQzcunWL0XkU2YOvqbx58wbHjRsnca90fqpWrRpu3bpV7i1SI0eOpJVjYGDAyRTdwoULWeU8cuSI0mUTCNIIDQ1lBPjKn4KWtISYnJyMc+fOZSjIRZWK9+/fKyVfWloaLl68mBFArXBq1aqVUnY7hcnJyWFcj1GjRsmcPyoqimFjsWHDBk5ky87ORl9fX8Y2xsJJlwNP8UWxUgaKbrkrW7asWM1fW8jMzMTDhw9LnDLMT4aGhjhw4EC8d++eQmuInz9/ZhgdTp48mZN2FN2+RJQBgqp5+/YtlixZktEHx48fL/V5+fbtG/bu3Vvss6enp4eTJk3CuLg4uWQSiUR45MgRdHR0FFu2m5sbnjt3jlMfKWfOnGHU8/LlS7nKKLpjo0KFCpx+scfFxeGkSZMkGkLrUuApvik2ysCDBw8YHWXbtm3qFkthvnz5gjNmzJDoRjU/WVhY4Nq1a/H3799K1Vn04TYxMeFkOhIR8d9//2WVvbjZcxA0m0ePHrFa5c+fP1+m/Hfu3MG6deuKfRatrKxw06ZNMn2EPHz4UKxhLQCgpaUlrl+/HrOyspRtNoPWrVvT6vLw8JC7jHv37jFk5iPM7vv371l3hhT+CCrOgadURbFRBop2FgcHB6WMa9RBTk4OnjlzRqIhDVvy8fFRuu7Xr18zyp07dy4HrfoD28BBlAGCOrh27RrrNkJZp7lFIhEeOHBAYljvihUr4qVLl1i/5r9//87qByE/CYVCHDduHMbExHDddERE/PjxIyczdBRFYY0aNWjldO3alQeJ/3DlyhWdCzylSoqFMvDs2TNGx9i4caO6xZKZnz9/4qJFiyQOLoWVnKLuiPv376+0DEV9F1haWiptEFSYkJAQ1vYcOnSIszoIBFk5ffo063a2/fv3y1xGamoqLliwQGKY7zZt2mBwcLBC5/NF0d1CpUqVUvjDaceOHQxFhs9tgDk5OToReEodFAtloOjeYFtbW6nb59SNSCTCq1evYrdu3STusS08SJw5cwZzcnIYVsA9e/ZUSpZHjx4x6lu+fDlHLf1DSkoKUQYIGsWePXtYv8rPnTsnVzmyfOl7enpK3JkgaSaBS9LS0hiOfubMmaNweSkpKYxARH///TeHErNTXANPqROtVwbevHnD6ARr1qxRt1hi+f37N65duxZdXV2lKgDW1tY4Y8YM/Pz5M62MVatW0c7z9vZWSqaihpelSpXClJQUpcosCkVRDEdGAPK5MiUQuGbt2rWMPmloaIg3b96Uu6wHDx5ItAFgS/LYGHDB7t27afULBAKlDfAmTpxIK7N06dK82DmwUVwCT2kCWq8M9O3bl3bzS5YsyfmLTFkoisJ79+7hwIEDJW5Ryk8eHh54+PBhsQFA/vnnH9r57du3V1i2GzduMOrna4nFxcWFKAMEjWPOnDmMfmlubo5Pnz6Vu6z83QH29vYSn3GhUIgTJkzA2NhYHlrEDkVRWLt2bZocisYbKcy7d+8Y7VN1ADJtDjylKWi1MvDx40dG0I6lS5eqW6wCkpOTcevWrRI7aeHBZ9y4cfj69Wup5W7evJmW19PTUyH5KIpifMk4OjryZnjJtj3ywIEDvNRFIMgKRVGsTrFsbGzww4cPcpWV75dAUpyD/MSl3wBZePjwIUOGK1eucFJ20WiEzZo146RcedC2wFOahlYrA4MHD6bdaEtLS5k9aPHJy5cvcfTo0RIDi+SnGjVq4Pbt2+Wazdi5cyetjKZNmyok54ULFxjy7Nq1S6GyZIHN7ztRBgiaQF5eHsNPPwCgk5OTTAZx+R4L7ezspD7zhVO+R8Ho6Gje2zho0CBa3S4uLpz5BTh16hSjbW/evOGkbHnR9MBTmorWKgNfv35lOKOQda8wH6Snp+OBAwdkWjM0MjLCwYMH44MHDxQyGNq3bx+tPEWiholEIsa2IDc3N179rY8bN45xLeSx3iYQ+CQrKwvbtm3L6KPu7u4St/nJEstgxowZ2LhxY7HnWFhYKB1rQBIxMTGMJcp169ZxVn5OTg5jaWTs2LGcla8ImhZ4StPRWmVg1KhRtBtrZmam0vW3fD59+oTTpk2T6Dqz8Mt2/fr1Sst55MgRWrm1a9eWu4xjx44x5OM7TsDixYsZde7bt4/XOgkEeUhNTWV9adepU4dhhPb161fs0aOHxJfN1KlTC7bo5kchLBrkp3BSNgqhOFavXs34IOF6vFy0aBFjTNYEwz1NCDylDWilMvDjxw/GFNDMmTNVVn92djaeOnUKPT09pSoAenp62LNnT7x27RpnU3InT56k1VG1alW58ufk5DBCHVevXp1XZx2JiYms7lxtbW3R19dXI5Z3CARExPj4eFY7n+bNm2NGRgYmJSUpNQ2dkZGBy5cvl7iM2Lx5c3z+/Dkn7cnLy8Ny5crRyh8yZAgnZRfm58+fjNnaLVu2cF6PIqgr8JQ2oZXKwIQJE2g30djYmDO3uZL48eMHzp8/X6Z1QUdHR1yyZAlGRERwLsfZs2dpdbm7u8uVn21/tbx7q+Xh6tWraGZmxjD2BPizZioQCNDMzAyvXr3KmwwEgjxERkay7n6pUaOGRAO1atWqyWygFhkZicOGDRNblkAgwGHDhmFkZKRSbbl06RKj7MePHytVpjh69uzJeMHy7TtBHlQVeEob0TplIDIyEo2MjGg3j6tgOmzk5eVhQEAAent7y+QcqH379nju3Dlet7BcvnyZVme5cuVkzpuZmYlOTk60/A0aNODtgb169Srq6elJvXZCoRD19PSIQkDQGL5+/Sp1i2B+Umbr2vPnzxleRQsnMzMzXL58uditxtIo6qq9Xr16vD3vN2/eZMh/69YtXupSBr4CT2kzWqcMTJ8+nXbTDA0N8efPn5zXEx0djatWrcLy5ctLHQhsbGxw1qxZ+PXrV87lYOPatWu0+h0cHGTO6+vry5Cfr602iYmJaGZmJpMSla8QmJmZkSUDgsZw4cIFicsBBgYGOGPGDKX7LEVRePr0aYnjTdmyZfH48eNyvci/fv3KmJHj006HoiisVKkSrb4+ffrwVp+ycBl4StvRKmUgJiaGEe+bS4tViqLw9u3b2K9fP5n2CTdr1gz9/f1VHhDp1q1bDGVEFlJTU9HW1paWt1WrVrx9Jfj6+rIuDUhKAoEA/fz8eJGHQKAoCmNjYzEsLAxjY2PF9n1Z3N1WrlyZc3e3mZmZuHr1ajQ3Nxdbr4eHBz558kSm8mbOnMl4ufHtqt3Pz49Wp76+vtJLHXySH3hK0iyQLO6iZe1bmopWKQNz585lTOVwEcs6MTER/fz8JEbEyk8WFhY4YcIE3oOJSKJouGZLS0uZ8q1cuZLRngcPHvAiI0VR6OLiopAy4ObmpnUPEkGzSUxMRF9fX3Rzc6P1Nzc3N5oBqyyBcAonvhTXqKgoHDVqlMTnx8fHR+KsaEZGBqMd06dP50XewiQmJjJcjy9ZsoT3epUlNTUV58+fL3cgKVn7lqajNcpAfHw8Q1seNmyYUmU+e/YMR4wYwZhtYEu1a9fGXbt2YWpqKkctUk7uwrIZGxtLzZOQkIAlSpSg5VPUFWm+Bvz69WsMCAjAXbt24aJFi3DEiBHYvn17rF69OiMYirxJl9bqCPxS2IC16Mu1sAHrihUrJH4QWFpasr6cFQn/KyuvXr1iePcrnExMTHDx4sWYlpbGyHvw4EHG+UXjnPBFUY+OZcqU0Zqte7KGmP79+7fMfUsbbKG0RhkouodVKBQq1LHT0tJw7969WK9ePakvJGNjYxw6dCg+fvxYo75UiwZnEgqFUvP8/fffjPaxuULNzc3F8PBwfPToEZ4+fRp9fX1x1qxZOGDAAGzRogW6uroyDDj5SGFhYdxfOILOIasBq6RkaGiIc+bMweTkZEbIXoA/M5QXL17krQ0UReG5c+cYX56Fk6OjIx45coS2fbmoA7S2bdvyJmNRXr16xZDx33//VVn9XCAt8JSpqSkKBIJiYxytFcpAUlISw6nPgAED5Crj/fv3OHnyZMbXMVuqWLEibty4scBZiKbx4cMHhsySfARER0czpu0aNmyIq1evxokTJ2L37t2xfv366ODgoNSgyWUiMwMEZZHXgJUt9e7dG799+0Yrl225zdjYGO/cucNre7KysnD9+vUSZ90aNmyIDx8+ZMweAgCeP3+eV/mK0qRJE1r9Xl5eKq2fC/IDTzk6Oio1nmmDcbQAERE0nFWrVsH8+fNpx969ewfVqlWTmC87OxvOnTsHO3bsgLt370o8V19fH7p37w7jx48HT09PEAgESsvNF9++fYMKFSrQjv38+RPi4+MhIiICIiMjaf8+f/4cEhIS1CStfAgEAnB1dYWQkBCNvgcEzcfPzw+mT58Oigxx1atXh5UrV4KHhwfjN0SExYsXw86dO2nHzc3N4fz581CzZk2FZZaF2NhYWLduHRw+fFhs28qWLQvh4eEFf5cpUwaeP38O+vr6vMpWmH///RcmTJhAO3b//n2oWLGiymTgivT0dNi2bRts3boVsrKyFCpDIBCAr68vTJkyhWPpuEHjlYG0tDQoX748xMfHFxzr1asX/Pvvv2LzhIWFwe7du2Hfvn0QGxsrsXxnZ2cYM2YMjBw5EhwcHDiTmytyc3MhOjqa9nL/+PEj7N69W92igUAgADs7O3B0dARHR0dwcnKi/Xvz5k1Ys2aNXIOxpj8wBO0AEcHd3R1CQ0MVUgYIBK7R9A8djVcGNmzYADNnzqQde/nyJdSpU4d2TCQSwZUrV2DHjh1w9epViQOAQCCADh06wPjx46FTp06gp6fHi+zSSEtLg8jISNqXfNGv+piYGLUMZoaGhmJf8vn/d3BwAAMDA7FlJCUlgZOTE2RmZgJFUVLrFAqFYGJiAhEREWBlZcVhawi6RlxcHNja2qpbDAKBQVxcHNjY2KhbDAaqmzOSAiJCfHw8pKWlgbm5OdjY2EBWVhasX7+edp63tzdNEYiOjoa9e/fC7t274efPnxLrsLW1hZEjR8KYMWPAxcWFl3YA/GlLXFwc68u98LHk5GTeZJBEiRIlWF/uhf8tVaqU0tqrlZUVnDlzBjp37gxCoVCiQiAUCkEgEMDZs2eJIkBQmrS0NHWLQCCwkpqaSpQBNpKSkuDQoUOwZcsW+PbtW8FxNzc3qFWrFsTExNDOX7BgASAi3Lp1C3bs2AHnz5+HvLw8iXW0aNECxo8fDz169AAjIyOl5M3NzYWoqCiJL/lfv35Bdna2UvUoQv60ff4L/f379/D169eC342NjeHdu3fg5uamMpnat28PAQEB0KtXL8jIyAAAoM105CscJiYmcPbsWWjXrp3KZCMUX8zNzdUtAoHAioWFhbpFYEWtywSBgYESXxJFRWvVqhV07doVdu7cCV++fJFYtqWlJQwdOhTGjRsHVatWlUme/Gl7cVP2kZGRap+2d3JyAnt7ezh9+jTt9zt37oCHh0fBtP2bN2+gdu3atHPmzJkDa9asUZXINJKSkuDw4cOwefNmhtI3ZcoUGDp0KJQoUUItshGKH3zaDDg6OkKzZs2gadOm0KxZM3BycoL4+Hjo2rUrhISE0M5t2rQpHD9+HIyNjTmVQRxDhgyBq1evSj3PwMAAxo0bB9OmTeP95XTz5k0YMGAA7djly5ehYcOGvNYrKzk5OfDq1St48OABPHjwAJ49e6awkaAkiM2AGAIDA6Fz586AiDKtJwP8eSHm5ORIPKdevXowfvx46N+/P5iZmQHA/0/bS3rJR0ZGqnXaXty6fP6/NjY2BR2IoiiGncP79+9pSk/Xrl3h0qVLBX9bWlpCWFgYWFtbq6ZRYkBESEhIgNTUVLCwsABra2uNfDAI2o8yuwnkwc3NDTw9PaFmzZqwdu1aiIyMpP3evXt3OH36NO+W/OHh4eDi4kIbTydOnAhBQUHw8eNH1jylS5eGlStXwvDhw3mznaIoqkAxy2fQoEHg7+/PS33SyMvLgxcvXsCtW7fg1q1bcP/+/YIPUlmRtuzJhqYbR6tFGZDXsEwaxsbG0KZNG2jatCkYGRkxXvKRkZFSlQg+EAgEYG9vL3V9Pl9pkQcDAwPa8sirV68KZgIeP37M2BK1bNkyWLhwoVLtIRC0CUUMWI2NjWH16tXw5MkTuHXrFkRFRcldr56eHohEItqxYcOGwb59+0AoFMpdnqzMnz8fVq1aVfC3hYUFREZGgrGxMezatQsWL14sdotxrVq1YNOmTeDp6cmLbP/88w/MmjWr4G9DQ0P4+fMnlC5dmpf6CiMSieDNmzcFL/+7d+9CamqqXGXo6elB/fr1wdPTEzw9PaFatWpQqVKl4mUczbsnAxYUCWDDlvT09NTmFMfIyAhdXV2xefPmOGDAAJw5cyb6+vri6dOn8eHDhxgeHs6r+82iToQKBy7x8vKi/VaqVClMSUnhTRYCQVORN4R2YGBgQV6KovDTp0+4fft27NOnDyPIl7ypS5cuvDnTysrKwtKlS9PqmzhxIu2c+Ph4nDp1qsTgS927d+c8+BIiYlxcHMNz6apVqzivB/GPo6Dg4GD08/PD7t27Y8mSJeW+VwKBAOvWrYszZszAgIAATE5OZtSjTN/SRFSuDFAUhW5ubpwoA3wlKysrrFatGrZv3x5HjBiBCxcuxF27duHly5fx9evXGhGRqqgnxfv37yMi4o0bNxjt2bBhg1plJRDUiaz+46UN1hRF4du3b3Hz5s3Yo0cPhV8yderUwb/++gsvXbrE+pJRhGPHjjHqevfuHeu5nz59Qm9vb7EyGhgY4MyZMzEpKYkT2fIZOnQorZ6yZctK9JwqKxRF4cePH3Hbtm3Yu3dvLFWqlELjfs2aNXHq1Kl4/vx5TEhIkKlurvqWJqByZSA2NlZtL3mBQIAODg7YoEED7N69O06cOBFXr16Nhw8fxqCgIPz8+TNrwA9NpOhXSlBQEFIUhY0aNaIdd3R0xIyMDHWLSyColfzIpGyR5fz8/BR68YlEInz58iVu2LABvb29FQrOJRQKsWHDhjhnzhy8evWqwuNPs2bNaOW2bNlSap5r165h9erVxcpma2uLO3bswNzcXIVkKsqTJ08YdSgS04GiKAwJCcHdu3fjgAEDJIYelpSqVKmCEyZMwNOnT+Pv378VbhcffUsdqNxm4Pv377zs8TcyMpLoIMfR0RHs7e0lOsnRJpycnGiGSlevXoWcnBzo2rUr7bydO3fC2LFjVS0egaCRII8GrHl5efDq1SsICgoqMExLT0+Xqwx9fX1o2LAheHp6gpeXF3h4eICJiYnEPMHBwVCrVi3asZMnT0Lfvn1lknnv3r2wcOFCiIuLYz2nevXqsHHjRmjbtq3sDWEBEaFBgwbw4sWLgmMdOnSA//77T2reHz9+FKz5BwUFQUREhNz1V6hQoeC6tmrVCuzt7eUuQxJ89i2VoGrtQ9mZgUGDBuGiRYtw165dGBAQgK9fv8a4uDi1T9urmvLly9Ouy4ULF7BGjRq0Y66urloTNpRAKG7k5OTggwcPJE7JS0uGhobYsmVLXLJkCd65cwezsrIY9YwbN46Wx97eXu7nPjExEWfMmIEGBgZiZfH29sZPnz4pdU3279/PKPfr16+M8yIiIvDIkSM4YsQIdHFxUejalS9fHocPH46HDx/Gnz9/KiW3LqA1NgMCgQDd3Nx07qUvjooVK9Kuz7Rp0xjXjM846wQCQXaWLFmi1EdQfjIxMcE2bdrgypUr8eHDhxgbG4tmZma0cxYtWqSwnCEhIdi9e3ex9evr6+O0adNkXlMvSnp6OsPWYsaMGRgdHY0nTpzAsWPHMsY2WZOjoyP6+Pjgvn37MDQ0VOFroKtozW4CgUCAfn5+6hBXI6lWrRrt+tjZ2dH+rlatGifGOQQCQXkoisIpU6YwxjUzMzMcOXIkenh4SLTyF5eKWugLhUJOvoKDgoKwVq1aYuu1trbGLVu2KDTz+NdffzFkVuTlX7p0aezXrx/u2rULv3z5Qj4UlUQtyoC8cca1IRa0qkhMTERfX180NDSUeM3Onj2rblEJBEIhRCIR+vj4MJ5VOzs7DAkJwdTUVPzvv/9w9uzZ2KBBA4VekgYGBtilSxfcuHEjvnr1CkUikcLy5uXl4Z49exhbFgunKlWq4H///Se1rMTERLxw4QJOmzYNK1eurNDL39raGnv16oVbt27F9+/fk5c/x6hFGUD8syVDls6uLXs0VUHhbSySrpm7uzt5UAgEDSQnJwe7dOnCeGbLly+PERERtHOTkpLw4sWLOH36dKxdu7ZC27Gtra2xZ8+euGXLFnz37p1C40JycjLOmTNH4gdIx44d8cOHDwV5UlJS8MqVKzhr1iysX7++QopNiRIlsGvXrrhp0yZ8/fq1UooNQTpqjU3Qvn17uHbtGutv+VaYpqamJIANyOe+WSgUwpUrV6B9+/Yqko5AIMhKZmYmdOjQAe7evUs7Xq1aNbh7965Yl+EJCQlw586dgt0K79+/l7vu0qVLQ6tWrcDLyws8PT3B3d1dZov30NBQmDNnDvz777+svwuFQqhTpw4IBAJ49eoVwwujNExNTaFly5YFstWuXVtt4eV1EbUpA7m5uWBvby/WPSYJYPP/KOJWVeNdXxIIOkxycjJ4enrCq1evaMcbNWoEN27ckBp18devX1C2bFm5X7hFKVOmTIGLXS8vL5m2fd+9exemTp0Kr1+/VqruosHohg4dCgcPHlSqTIISqGtK4vr166xTQ/b29vjr1y8yzV0IYnBJIBQ/YmJiWC3n27Rpw7qFsDBFdyeYmprihw8f0N/fH0eOHImurq4KrcuXK1cOhw0bhocOHcLw8PCC+rKzs/H+/fu4fPly9PLyQmNjY7nLNjIywlatWuHSpUvx7t27uHTpUtrvxsbGvLlrJkhHbcpA0b2x+WnLli3qEknjyMnJwYiICHRycpL7wSNbMQkEzefHjx+sz3fv3r3F7gbKycnBMmXK0M4fPXo0a9kHDx7EIUOGoLOzs0LKgbW1NTo6OjJ2LciTXFxccN++fQxPqNHR0Qy/Bv/88w8v15kgHbUsE4hEIihTpgz8/v2bdtze3h5CQ0OletzSZvLy8uD3798QExMDMTExEB0dLfb/8fHxStcXFxcHNjY2HEhOIBD44OPHj9C8eXPG8z5q1CjYvXs3Y03/zJkz0Lt3b9qxwlFL2UBECA0NLfDip2hERkkUnfYvjFAohDFjxsCyZcvA1ta24PjAgQPh+PHjBX+7ubnBly9feI3uSGBH5coAIsKlS5egW7dujN82bNgAf/31lyrF4YS8vDyIjY2V+nKPiYmB+Ph43uOrFyYsLAzKly+vsvoIBIL8PH/+HDw9PSEtLY12fPbs2bB27VpARIiPj4e0tDQYPHgw3L9/v+AcDw8PePjwoVz1iUQiCAgIAH9/f3jw4AFERUUpNC4ZGxtDlSpVoFOnTjB69GiIiIiA6dOnw7Nnz1jPt7S0hIULF8LkyZPByMgI7t+/D82bN6edc/LkSWjYsCGYm5uDjY2Ndrn01WJUpgwkJSXBoUOHYMuWLfDt2zfG79bW1hAeHg5mZmaqEEcqeXl5EBcXJ/XlHhMTA3FxcSp9wcsDmRkgELSDW7duQceOHSE7O5t23NvbGz5+/Mg6bgIAHDlyBHx8fCSWjYjw+fPnAt/+t2/fFhuLQFEEAgHUrl0bPD09QSAQwLFjx8TOPri5ucE///wDXbt2hdq1a8Pbt2/Fnjd58mQYOnQoMYbmGZUoA4GBgdCrVy/IyMgAAGB9cRoaGsLFixd53Q4nEolYv+DZXvSa/IKXBYFAAK6urhASEkI0awJBS7hw4QL06tVLrl0Cly5dAm9vb9oxRIRv374VLAncvn1boWUBOzs7MDY2ht+/f0NmZqZcefX09MDe3h5iYmIgLy+P9RxPT0+wt7enLRUUpvAW8zNnzpDt0jzCuzIg6/54oVAIAoEAAgIC5LrhIpFI5i/42NhYjXnBC4VCKF26NNjZ2YGdnR3Y29uL/f/Ro0fhr7/+kkt2gUAAvr6+MGXKFB5bQSAQuObQoUMwbNgwmc/X09ODgIAAqFy5Ms0m4OfPn3LXnR/Zz9PTE1q1agUODg4A8Gem9OXLlwVlKxKRURkUfT8QZIdXZUDR/fE/fvyAvLw8mYzs4uLiZCpbFQiFQrC1tZX4Ys//v42NjcwONYifAQJBd0hKSgI7OzvIycmROY8k4z1JlCtXjhbW19nZWaZ8ubm58OzZs4Jlh4cPH0JWVpbc9csDGdf4hVdlwM/PD6ZPny53J1W0Y/NB/gteli94eV7w8iLvDMuVK1d03msjgaCNKDpuyoKjo2PBl7+np6dMToZkISsrC548eVIwc/D48WO5lBlZITOe/MGbMoCI4O7uDqGhoRrzYs9HIBAUvOClfcWXKlVKY1xiSrK9IO6bCQTth+txs3Tp0rSXvzzuh5UhIyMDHj58WKAcPHv2TKzdgDwQWyj+4E0ZiIuLo+0n5RuBQAClSpWSaYq+VKlSoK+vrzLZuCQpKQkOHz4MmzdvplkXE/fNBIL2o+y4aWVlBV5eXgX+/atUqaIRL820tDS4f/9+wbLCixcvlFJ2yC4p7uFNGfj+/bvSU1D5L3hZv+C19QWvCIgICQkJkJqaChYWFmBtba0RDz2BQFAcZcfNb9++gaurK4cS8UNwcDDUqlVL4fzEfwr38Pb2lBZoQxrv3r2DSpUq6dQLXh4EAgHY2NgQ7ZhAKEYoO25qy6xgmTJllMpvYWHBkSSEfHjz+WhjYwNubm5yf60KBAJwc3ODqlWrEkWAQCDoFMqOm+LCH2sautJObYI3ZUAgEMDkyZMVyjtlyhQy5U0gEHQOXRk3daWd2oRG+hkg+0gJBIKuoivjpq60U1vgNTSUlZUVnDlzBgQCgdQoVPn748+ePUtuNIFA0Fl0ZdzUlXZqC7zHiWzfvj0EBASAiYkJCAQCxvRO/jETExPiKIdAIBBAd8ZNXWmnNqCSoNHt27eHiIgI8PX1ZWx7cXV1BV9fX4iMjCQ3mkAgEP6HroybutJOTUdlIYzzIfvjCQQCQT50ZdzUlXZqIipXBggEAoFAIGgWKlkmIBAIBAKBoLkQZYBAIBAIBB2HKAMEAoFAIOg4RBkgEAgEAkHHIcoAgUAgEAg6DlEGCAQCgUDQcYgyQCAQCASCjkOUAQKBQCAQdByiDBAIBAKBoOMQZYBAIBAIBB2HKAMEAoFAIOg4RBkgEAgEAkHHIcoAgUAgEAg6DlEGCAQCgUDQcYgyQCAQCASCjkOUAQKBQCAQdByiDBAIBAKBoOMQZYBAIBAIBB2HKAMEAoFAIOg4RBkgEAgEAkHHIcoAgUAgEAg6DlEGCAQCgUDQcYgyQCAQCASCjkOUAQKBQCAQdByiDBAIBAKBoOMQZYBAIBAIBB2HKAMEAoFAIOg4RBkgEAgEAkHHIcoAgUAgEAg6DlEGCAQCgUDQcYgyQCAQCASCjkOUAQKBQCAQdByiDBAIBAKBoOMQZYBAIBAIBB2HKAMEAoFAIOg4RBkgEAgEAkHHIcoAgUAgEAg6DlEGCAQCgUDQcYgyQCAQCASCjkOUAQKBQCAQdByiDBAIBAKBoOMQZYBAIBAIBB2HKAMEAoFAIOg4RBkgEAgEAkHHIcoAgUAgEAg6jr6qK0REiI+Ph7S0NDA3NwcbGxsQCASqFoNAIBCKBWRMJXCBymYGkpKSwM/PD9zd3cHW1hZcXFzA1tYW3N3dwc/PD5KSklQlCoFAIGg9ZEwlcIkAEZHvSgIDA6FXr16QkZEBAH802QIB/qfBmpqawpkzZ6B9+/Z8i0MgEAhaDRlTCVzDuzIQGBgInTt3BkQEiqLEnicUCkEgEEBAQADpvAQCgSAGMqYS+IBXZSApKQmcnJwgMzNTYqfNRygUgomJCURERICVlRVfYhEIBIJWQsZUAl/wajNw6NAhyMjIkKnTAgBQFAUZGRlw+PBhPsUiEAgErYSMqQS+4G1mABHB3d0dQkNDQZ4qBAIBuLq6QkhICLGIJRAIhP9BxlQCn/CmDMTFxYGtra1S+W1sbDiUiEAgELQXZcdUb29v8PLygqZNm0KdOnXAwMCAQ+kI2g5vysD379/BxcVF4fxLliyBCRMmKNX5CQQCobig7JhaGBMTE2jYsCE0bdoUmjZtCh4eHlCyZElOyiZoJxo7MwAAoK+vDx06dAAfHx/o2rUrmJiYcCQdgUAgaBdcjKmSqFatWoFy0LRpU3B1dSXLCjqExtkMiMPCwgJ69eoFgwcPhpYtW4Kenh4HUhIIBIJ2gIhQoUIFCA0NVUl9dnZ2NOWgTp06YGhoqJK6CaqH162Ffn5+MH36dE6UgcI4OjrCwIEDwcfHB2rWrMlp2QQCgaCJZGVlQb169eDDhw8K5TcwMIBSpUpBVFSUQvmNjY0LlhaaNGkCTZo0AWtra4XKImgeGudnwNDQEDp37gxXrlyBzMxMqXlq1KgBPj4+MHDgQHBycuJCbAKBQNAoMjMzoXv37nDt2jWly+rTpw/06tULXr16BQ8ePIBnz55Bdna2QmVVqVKFNntQoUIFsrSgpWicB8IrV65Au3btICUlBc6dOwf+/v5w8+ZNqbMLAoEAPD09wcfHB3r16gWWlpZcN4VAIBBUTnp6OnTt2hWCgoLkyicQCMSOm66urnDs2DFo1KgRZGdnw8uXL+HBgwcFKTY2ViFZS5cuDU2aNClQDurWrQtGRkYKlUVQLSqPTVC0usJ+tM+ePQvt2rVj5I+MjITjx4+Dv78/vHnzRmp9xsbG0LVrVxg8eDC0b9+ebKEhEAhaSWpqKnTu3Bnu3btHO25qagqICFlZWQAgPjaBv78/XLhwAQ4ePMgoW09PD5YtWwZz5syh2WAhInz9+hUePHgADx8+hAcPHii8NGFkZAQNGjQoUA6aNGlCtoxrKqgiEhMTcd68eQgAtOTs7Ix+fn6YlJQkUznBwcE4Z84cdHJyYpTFlkqVKoUTJ07ER48eIUVRPLeSQCAQuCEpKQk9PDwYY5qVlRU+efIEExMT0c/PD93c3Gi/u7m5McbU48ePo6WlJesY2bJlSwwPD5coS3x8PF6+fBnnzZuHLVq0QGNjY5nGX7ZUuXJlHDlyJO7fvx8/f/5MxmUNQSUzA/l8/PgRqlatSjv2/v17xjFZoCgK7t69C0eOHIF///0XUlJSpOapUKEC+Pj4wKBBg6BChQpy10kgEAiqIDExEdq3bw/Pnj2jHbe2tobr169D3bp1C44hIiQkJEBqaipYWFiAtbU167r99+/fYdCgQfDw4UPGbyVLloS9e/dCz549ZZIvJyenwOYgP8XExMjZyj+UKlWKtrRQv359srSgBtSuDHz48AGqVKmiVLmZmZlw+fJl8Pf3hytXrkBeXp7UPI0bNwYfHx/o168flCpVSqn6CQQCgSvi4uKgbdu28Pr1a9pxW1tbuHHjhlI7qPLy8mDFihWwfPlyVhuuMWPGwMaNG8HMzEyuchERQkNDacrB+/fvFZLR0NAQ6tevT1taIM7n+KdYKAOFiYuLg9OnT8ORI0fg0aNHUs/X19eHjh07go+PD3Tp0oU4NiIQCGrj9+/f0KZNG3j79i3tuL29Pdy8eVOhWVQ27t+/D4MGDYLw8HDGb5UrV4bjx49D7dq1laojMTERHj16VKAcPH36VKYdYmxUrFiRtmuhUqVKZNcCxxQ7ZaAw3759g6NHj8KRI0fg69evUs+3sLCA3r17g4+PD3FsRCAQVEpUVBS0bt0aPn78SDvu6OgIQUFBULFiRU7rS0pKgrFjx8KpU6cYvxkaGsKaNWtg6tSpIBRyE9w2NzcXXr9+TZs9UNTngY2NDWNpwdjYmBM5dZVirQzkg4jw9OlT8Pf3hxMnTkBcXJzUPI6OjjBo0CDw8fGBGjVq8CofgUDQbSIiIsDLywtCQkJox8uWLQtBQUHg5ubGS72ICAcPHoTJkydDeno64/f27dvDwYMHwd7enpe6v3//TlMO3r17p5CTOkNDQ6hXrx5taaF06dKcy1yc0QlloDC5ublw7do18Pf3h/PnzxdszZFEzZo1CxwbOTo6qkBKAoGgK/z48QO8vLwYboZdXFwgKCgIypcvz7sMX758gYEDB8KLFy8Yv5UuXRoOHjwIHTt25F2OpKQkePz4cYFy8OTJE8jIyFCorAoVKtCWFipXrszZLEdxROeUgcKkpKTA2bNnwd/fH4KCgmRybOTl5QU+Pj7Qs2dP4tiIQCAoRWhoKHh5ecGPHz9oxytUqABBQUHg7OysMllycnJg4cKFsG7dOtbfp06dCmvWrFHpdHxubi68efOGNnvw69cvhcqytrYGDw+PAuWgQYMGxEasEDqtDBRGEcdG3bp1g8GDB0O7du2IYyMCgSAXISEh4OXlBREREbTjlStXhps3b0KZMmXUIteNGzdgyJAhrOv5tWrVgmPHjnFmyCgviAg/fvwocIb04MEDCA4OVmhpwcDAAOrWrUubPbCzs+NBau2AKAMsvH37Fvz9/eHo0aMQGRkp9fxSpUpB//79wcfHBxo2bEisXAkEgkQ+fvwIrVu3Zrxwq1WrBjdv3lT7Syk2NhZGjhwJly5dYvxmYmICmzZtgjFjxmjEWJeSkkJbWnj8+DGr/YMsuLm50ZSDKlWq6MzSAlEGJCASiWiOjVJTU6XmyXds5OPjw5vRD4FA0F7evXsHrVu3ht+/f9OO16pVC65fv64xe+oREXbs2AEzZsxgta3q3r077N27V+PcC+fl5UFwcDBtaaHo7IuslCxZkrG0YGpqyrHEmgFRBmQkMzMTLl26BP7+/vDff//J5NjIw8MDfHx8oG/fvsSxEYFAgNevX0ObNm0gPj6edrxevXpw7do1jQwJ/O7dOxgwYAC8e/eO8VuZMmXA398fPD091SCZ7ISHh9OUg+DgYJki6RZFX18f6tatS9vW6ODgwJmciAjx8fGQlpYG5ubmYGNjo7rZF94dHhfiw4cPDD/VHz58UKUInBAbG4tbt27Fxo0by+SLW19fH7t06YInT57EjIwMdYtPIBDUwLNnz7BkyZKM8aFx48aYmJiobvEkkpGRgZMnT2Yd3wQCAc6bNw9zcnLULabMpKSk4LVr13Dx4sXYtm1bNDc3VzjWgouLC/r4+OCOHTswODgYRSKR3PIkJiair68va5wJX19flfQPogwoSUhICC5ZsgQrVKggU8extLTEESNGYFBQkEKdhkAgaB8PHz5kDRTUrFkzTE5OVrd4MnPp0iUsVaoU69jWoEEDDAkJUbeICpGXl4evXr3CrVu34oABA7Bs2bIKKwclSpTADh064PLlyzEoKAjT0tIk1n316lU0MzNDgUCAAoGAoWgJBAI0MzPDq1ev8noNiDLAERRF4ePHj3HixIloY2MjU6dxcnLCOXPm4Nu3b9UtPoFA4Il79+6xfnl6enpiamqqusWTm1+/fmHbtm1ZxzRzc3M8dOhQsYhE+PPnTzxx4gROnjwZ69ati3p6egopB3p6eli/fn2cOnUqnjp1CiMjIwvquHr1Kurp6aFQKJRYhlAoRD09PV4VAqIM8EBOTg5eunQJ+/XrJ3Ooz1q1auH69esxIiJC3eITCASOCAoKQlNTU8bz3rZtW0xPT1e3eAojEonwn3/+QQMDA9bxbMCAATKHpdcWUlNT8caNG7h06VJs164dWlhYKDx7UL58eezTpw8aGhoyZgMkKQRmZma8LRkQZYBnkpOTcf/+/ejl5SXTTRcIBNimTRs8ePAgpqSkqFt8AoGgIIGBgawfA506dcLMzEx1i8cJL168wIoVK4p94T18+FDdIvJGXl4evn79Grdt24YDBw7EcuXKKawcyJoEAgH6+fnx0h6iDKiQnz9/4rp167BGjRoy3XgTExPs378/Xr58WauMcwgEXScgIACNjIwYz3S3bt0wKytL3eJxSmpqKo4cOVLsFPmyZcswLy9P3WKqhIiICDx16hROnToV69evr/DSgiRlwM3NjZdlGLK1UE0EBwcXODaSxb2mra1tgWOjBg0ayLXdBNW5XYVA0DEuXLgAffr0gdzcXNrx3r17w7Fjx4qdt9L88eXkyZPw999/Q0pKCuOc5s2bg7+/P5QtW1YNEqqP9PR0ePr0acGWxkePHkFycrLS5cbFxXHv34Fz9UICuj4zwEZeXh7evHkThw8fLvMalLu7Oy5duhS/fv0qsWxN2K5CIOgSp06dQn19fcYzO2DAAMzNzVW3eJwibnwRZydlZWWFp06dUrfYakUkEmFwcDCuWLFCqRmCsLAwzmUjyoAGkZ6ejidOnEBvb2/WAYUteXh44Pbt2zEuLo5WlqZsVyEQdIWjR4+yWoUPGTKk2E2TSxtfJI1ZI0aMkLrdrrgTGxurlDJQdLznAqIMaCi/f/+W27FR165d8dSpU3jx4kWN2a5CIOgCBw8eZH0Jjho1qtj5E5F1O5wkpaBixYr44sULdTdFbVAUhW5ubjLvJCh8TfmyGSDKgBbw5csXXLx4MWM6jovE93YVAqG4s3v3btZBfcKECcVOEUhMTEQzMzOpikDh8UXcLKeBgQGuX7++2F0jWfH19VVIGeBrN4FuhGPSctzd3WHJkiUQEhICjx49ggkTJnBmPEJRFGRkZMDhw4c5KY9A0CW2b98OY8aMYYTQnTZtGmzdurXYRbw7dOgQZGRkyOzXn6IoEIlEMGjQIDA3N6f9lpubC7NmzYIOHTqwhksu7gwdOhQMDQ1lPl8oFIKpqSkMGTKEF3mKV08t5ggEAmjcuDFs27YNfv36BRcvXoS+ffuCkZGR0mVv3rxZoZjgBIKu4uvrCxMnTmQcnz17NmzcuLHY7dhBRNiyZYtCeR8/fgwvX76EBg0aMH67fv061KxZEy5fvqysiFpFdHS0zOcKhUIQCARw9uxZsLKy4kcgXuYbxECWCfghKSkJ9+3bh02bNtU4oxQCoTiydu1a1mdo4cKFxcIVLxuhoaFKjy85OTk4b948sdPjkyZN0olgbpmZmVizZk2ZlgXyjb0DAwN5lYnMDBQDLC0toU6dOgwfDvKSmprKkUQEQvFl+fLlMGfOHMbxZcuWwbJly4rVjEBOTg5cvHgR+vXrB5UrV1aqrNTUVDAwMIBVq1bBzZs3wdHRkXHO1q1boWHDhqzhkosTs2bNguDgYNoxtlmTcuXKga+vL0RGRkK7du34FYpXVaMIZGaAW0JCQnDZsmVYuXJlTowJycwAgSAeiqJwwYIFrM/OmjVr1C0eZ4hEIrxz5w6OGTOGNeQyV+NLXFwcdu/enfVcY2Nj3LZtW7GcZTl37hyjvdWqVcMfP34wjsfExKhMLqIMaBm/fv3CTZs2YYMGDTh7SPncrkIgFAcoisLZs2ezPj8bN25Ut3ic8ObNG5w9ezY6OztzNrZIG18oisKdO3eiiYkJa94uXbpgbGysGq4GP4SHhzMULBMTE3z37h3+/v2b0f7fv3+rTDaiDGgBiYmJuG/fPmzdurXMW3rkfVj52q5CIGg7FEXhtGnTWJ+drVu3qls8pfj+/TuuWrUKq1evLtNYocj4I8v48v79e7Fr6A4ODnj9+nUVXRH+yM3NxWbNmjHat2vXLkREogwQZYCdjIwMPH36NPbo0QMNDQ1leujKly+Pf/31F5qYmMj10AqFQgwNDVV3kwkEjUMkEuGECRNYX3C7d+9Wt3gKERsbi9u3b2d9MYlLzZo1wx07duC3b98KPA/KOrbI6sckMzNTrNIlEAhw9uzZmJ2dzf8F4olFixYx2tWnT5+CGROiDBBloIDc3Fy8evUqDhkyROY4Bba2tjhp0iR8+PBhQaeS1UNY4VSvXj3ieIhAKIRIJMJRo0axvpgOHjyobvHkIj09HY8fPy6Xq/Pq1avj6tWrGX7wL168KNeHhrxW8AEBAWhrayt2nPr8+TOHV0Y13Lp1i6FAlStXjjbmEmVAx5UBiqLw4cOHOGnSJCxdurRMD5iFhQUOHToUAwMDxQY/UcR3eOPGjTElJUXFV4BA0Dzy8vJw6NChjGdET08Pjx49qm7xZCI3Nxf/++8/9PHxQTMzM5nGFmdnZ5wzZw6+efNGbLm7d++WWRlo3769QrJHRUVh+/btWcs0MzPD/fv3a42NU2xsLJYpU4bRjx49ekQ7jygDOqoMvH37FufNm4fly5eX6aEyNDTEHj164OnTp2Xeh5uYmIh+fn6sUQsXLVrE6KAAf6YDdT2ICEG3yc3NxYEDBzKeDX19fY2PukdRFD569AgnTZok9uu6aCpZsiSOHTsW79y5I9U1sEgkwooVK9LyizP+yx+3fv36pVBbRCIRbtq0Sewyad++fTV+NpOiKPT29mbIvnr1asa5RBnQIWUgLCwMV69ejTVq1JDpIRUKhdi6dWvct2+fUp2eoiiMi4vDsLAwjIuLK9Cov3z5gg4ODox6vby8dMLxB4FQlJycHOzduzfjmTAwMMDz58+rWzyxfPz4ERcsWICurq4yjS3GxsbYt29fvHDhglzr8Gzb4v7777+C8eX9+/doYGBA+33u3LlKte3ly5dit0+XLVsW7927p1T5fOLr68uQuU2bNqxKF1EGirky8Pv3b9y2bZtc3gEbNmyIvr6+CmvU8vDhwwfW5YkOHTpgVlYW7/UTCJpCVlYWduvWjfEsGBkZYUBAgLrFYxAREYH//PMP1q1bV+aPi3bt2uGhQ4cUXg5s0qQJrcyaNWsyputHjx5NO6dEiRJKLz+mpaXhmDFjxLZr8eLFYpdM1cWLFy8YilHp0qUxKiqK9XyiDBRDZSAlJQUPHz6MHTt2RD09PZke1EqVKuGyZcswJCRE5fIGBwejjY0NQ6YuXbpotfUugSArmZmZ2KlTJ9YvaL7dwMpDYmIi7t27F728vGS26G/YsCH6+fmJfQnJyv379xllHzlyhHHep0+fGLJt2LBBqbrzOXPmjFhHSE2aNGEYO6qLlJQUdHd3Z8goqS8RZaCYKANZWVl4/vx57Nu3r8Q1tMLJ0dERZ86ciS9fvlS7MczLly/RysqKIWOvXr00TuMmELgkPT0d27Zty+j7pqamGBQUpG7xMDMzE8+cOYM9e/ZEIyMjmcaWihUr4tKlS/HLly+cyVF01sTZ2RlzcnKUPldewsPDsWXLlqzttrS0xOPHj3NSjzIMHjyYIdvs2bMl5iHKgBYrA3l5eXjz5k0cNWoU64uULVlbW8tsrKNqnjx5wrqlsX///piXl6du8QgEzklNTcVWrVox+ry5uTnevXtXbXLljy0jRozAEiVKyDS22Nvb47Rp0/DZs2ecf1x8/PiR8bUvyfPigwcPZJpFUJS8vDxcuXKl2JnXYcOGqW1n1KFDh1hnZ6QpQ0QZ0DJlgKIofPbsGU6fPp3V+I4tmZqa4oABA/DSpUsaP+1+//591m1IQ4cO1TjlhUBQhpSUFFbHO5aWlvjw4UOVy0NRFL548QL/+usv1p0+bMnCwgKHDRuG169f51VhL+pvQRY7gKL2BTVq1OBcSXn8+LFYo8kKFSrg06dPOa1PGp8/f2aMn5aWlvjt2zepeYkyoCXKwKdPn3Dx4sWs60BsSV9fH729vfHYsWNat1Xv1q1brEsdo0ePVvtyBoHABYmJidi4cWNGH7eyssJnz56pVJavX7/KFXDM0NAQu3fvLtc2Y2WIiopibO+bN2+e1HxsOw+uXr3KuXzJycms0/L54/DatWtV8iGTlZWFderUYchw4sQJmfITZUCDlYGIiAjcsGED1qtXT6aHFACwRYsWuHPnTq2PAHjt2jXW9clJkyYRhYCg1cTHx2P9+vUZfdvGxgZfvXqlEhliYmJw8+bNrAoJWxIIBNiqVSvcs2cPJiQkqETGfP7++2+GMiLLTic2nwStW7fmTU5/f3+xnlu9vLwwIiKCt7oREadOncqod9SoUTLnJ8qAhikD8fHxuHv3bmzVqpXM1rq1a9fGdevWYXh4uLrF55SAgADG1hgAwBkzZhCFgKCVxMbGYu3atRl9unTp0vj27Vte687fZdShQweZdxnljy0/f/7kVTZJMhe1hxo5cqTM+dm8Fb548YI3eb99+4aNGjVivZY2Nja8+Ypgc9FcpUoVTE9Pl7kMogxogDKQnp6OJ06cwK5du7K+/NiSm5sbLliwAN+/f69u8Xnl3LlzrAPX33//TRQCglYRHR3NGp3PwcGBt3EoOzsbL126hP3795d5l1H58uXx77//1oixZdOmTQz5Pn78KHP+zMxMtLOzo+Xv378/jxL/cRy1YMECsR9z48ePZyyvUBSFsbGxGBYWhrGxsXKNbREREYyt2UZGRhgcHCyX3EQZUJMykJOTgwEBAXL57bazs8OpU6fikydPdOpFePLkSdagR0uXLlW3aASCTERGRrKuyTs5OXG6/Q7xz/T4vXv3cNy4caz+OyQlR0dH3LRpk0a42c3JycGyZcvS5Ovatavc5axcuZJWhp6enkqipN6+fRudnJxYr3PVqlXxzZs3mJiYiL6+vqwu2319faXeh7y8PNZtjtu3b5dbXp1XBlSp/eY/pOPHj5f5IbW0tMThw4fzbq2r6Rw5coRV016zZo26RSMQJBIeHo4VKlRg9N1y5crJZOUtK2/fvsW5c+diuXLl5FIACqf8wGJmZma8GNvJg7+/P0O++/fvy11OQkIC44Nr8uTJPEjMJD4+Hnv27Ml6rQ0MDNDQ0FBsMDdZ7sPSpUsZ5fbs2VOhj0WdUQYSExNx3rx5jMY6OzvLpIEpCkVR+ObNG5wzZw5DyxWXjIyMsHfv3nj27FnMzMzkRS5tZN++fazXa9OmTeoWjUBgJSwsDF1cXBh91tXVFb9//650+T9+/MA1a9ZgzZo1ZRpb8mfYpNkjCYVC1NPTU5tCQFEU1qpViyaTh4eHwuVNmzaNVpapqanKjKwpisI9e/agqamp3MqZpPtw9+5dxoxp2bJlFTbw1AlloHA4XVVpwt++fcMVK1ZgtWrVZL7p7dq1w4MHD2JSUhJnchQ3tm/fznr9FJkWIxD45OvXr6wfABUrVlTKIC8+Ph537tyJLVq0kPml0qRJE1y3bh2ampqyLrmJG5PMzMzUsmQQGBjIkOfs2bMKl/f9+3eG7dGyZcs4lFg6Hz9+ZDUeVeQ+xMXFMZYg9PT0FJo5yUfdyoA+8ExgYCB07twZ8I/iwfg9/1hmZiZ07twZAgICoH379grVFRMTA6dOnYJjx47B48ePZcrTuHFjGDhwIPTt2xfs7OwUqleXGD9+POTk5MC0adNoxydMmACGhoYwcuRI9QhGIBTiy5cv4OXlBZGRkbTjVapUgZs3b4KDg4Nc5WVkZMClS5fg2LFj8N9//0Fubq7UPFWqVIFBgwbBwIEDwcXFBfz8/CAzM5N1HGSDoijIyMiA7du3w+jRo+WSV1lWrlxJ+9vV1RU8PDwgNjZWofJMTU2hW7ducPbs2YJjfn5+MHToUDAxMVFKVlmxsbGBS5cuQf/+/eHBgwcy58u/D4cPH4YpU6YAIsLIkSMhIiKCdt7SpUuhadOmXIutOvjUNBITE9HMzIxXTTg5ORkPHjyI7dq1k7meqlWr4sqVKzldL9Q11q5dyzrLc/jwYXWLRtBx3r9/j/b29oz+WaNGDYyJiZG5nNzcXAwMDMQhQ4agubm5TGNLfryRV69e0daNKYpCNzc3mbcrk6RZSSAQoJubG1IUhVu2bGH87uXlpbRNmbpnBnhVBnx9feXu/AKBAP38/CSWmx+4o1evXjIH7ihbtizOmTMH37x5o1M7AfiEzXhGKBTK7HGLQOCa4OBgtLW1ZfTL2rVrY2xsrNT8FEXhkydPcMqUKYwtceKSlZUVjho1Cm/duiX2hRAbG6v2FxpJyqdbt24xvDHa2tpiZGSk0n232CoDimrChTWwwuTl5eH169dx+PDhaGlpKVNZpUqVwgkTJuC9e/eIX30eoCiK4Z0M4M/amTLriwSCIrx8+ZJ1l1CDBg2kGnV9/vwZFy1axLrrgC3lGxmfO3cOs7KypMoWFham9hcZScontjgIV65c4aT/FltlQFlNOC4uDimKwsePH+PUqVNZp/3YkpmZGfr4+OCVK1c4C5lJEA9FUThjxgzGfTAwMMDLly+rWzyCjvD06VPWyKEeHh5iDYJ//fqFGzduZHVNzJaEQiG2adMG9+/fL7eRMZkZKJ5pxowZXHRfRFS/MiBAlNGaRU6+f/8OLi4uCuefNGkSXLlyBUJDQ6Wea2BgAB07doSBAwdCly5dwNTUVOF6CfKDiDB16lTYsmUL7biRkRFcvHgR2rVrpybJCLrAw4cPoWPHjpCSkkI73rx5cwgICAALC4uCY8nJyXD27Fk4duwYBAUFAUVRUsuvX78+DBw4EPr37y+34WE+iAju7u4QGhoqswFhUWrVqgVz584FLy8vEAgECpUhicTERKhduzZkZmYWHBs9ejTDmFBZzpw5A+PHj6cdu3jxIjRu3JjTevJ5//49rF27Fq5evapwGQKBgHHf6tevDw8ePABDQ0NlRQQAgNjYWChdujTt2O/fv8HW1paT8qXCl5bBtyYsEAjQ09MTd+/ejfHx8Xw1gyAjFEXhmDFjGPfJ2NgYb926pW7xCFqOOHexd+7cYTXu8/LyKogWmpWVhefOncPevXvLbGPk5uaGixYtwk+fPnHWBkVsqNhS06ZNeXmmVqxYQatHT0+PE18MRcnJyWE4ZurSpQvn9Xz8+BH79evHy/vHwsICQ0JCOJVX3TMDvNoMlC9fnvObUK9ePdywYQPvEagI8iMSiXDo0KGMe2ZmZqbU/luC7iLJXeyECRNY/f23a9cO09LS8NatWzhq1CjW5QO2VLp0aZwyZQpv7sbl3V0lLXl5eeHDhw85kS0zMxNLly5NK3/AgAGclM2Gr68voz1cuab/9u0bDhkyROJ1ZvM6KE86evQoJ7IWptgqA4iIPXr04KTTu7u74+LFiznV0gn8kJeXhwMGDGDVpJ88eaJu8QhaRGFnZWzuYtnGimbNmuG0adPQ0dFRprHF3NwchwwZgoGBgZibm6uSNunp6UlVCPI9382bN48RBrho6tSpk9KRAHft2sUo9+XLlxy1mklqaiqWLFmSVt+IESOUKjM8PBzHjBmD+vr6Yq+VjY0Nrl+/Hs+fPy/TfWBLw4cP5+gq0Cm2ygBFUTK7/2VLFhYWOH36dHz27BnZCqhl5ObmYq9evRj31MrKitfwpYTig6wvzaJjhizn6evrY5cuXfDEiRNyhZjlsm3ilJz8ZGZmhoGBgYj453k6cOCA1JnWnj17KhSGWSQSMRSONm3acN1sBvPnz6fVaWhoiL9+/ZK7nKioKJwyZQpjy1/hVKJECVy+fDmmpKQU5JOmbLLdm0qVKhUsP3FNsVUGuLAZGDNmDNkRoKVkZ2djly5dGPfU2tpa7tCeBN2C6+n0/NS8eXPcuXOnynziS2ujn58fY/kD4M9sBZvjtezsbNyxY4fEWQ+BQIADBgzAz58/yyzLuXPnGOVcu3aNw9ayEx0dzbDhmDt3rsz5Y2NjcdasWRJDQ5ubm+OCBQvEbi0Vdx/KlSvHCK5kZGSEr1694qj1TIqtMhAaGsrJA9y6dWuFAz8Q1EtWVhZ26NCBcU9tbW3VFrqaoPlwZWgH8Mfr4Jo1a/DHjx/qbhYrFEXh06dPGXKHhYWJzZOZmYm+vr6MNf7CSSgU4vDhwyWWk4+Hhwctb+3atVU2Gzt69Gha3SVKlKB9vbORmJiICxculOgV0tjYGGfOnCnzy5SiKIyLi8OwsDCMiYlBT09PRplbtmzhosliKbbKwKdPnzjT6CtWrMi55SZBNWRkZKCXlxfjnjo4OHAeR56g/XDhtrds2bI4d+5crZmBoigKra2taW04efKk1HxpaWm4Zs0aRt7CycDAAMePHy/W4Pr+/fuMPP7+/lw3USyfPn1i3OsNGzawnpuSkoIrVqyQaBBqaGiIkyZNUmi5IZ+iuyoAALt168a7glRslQGuZgbyk7W1Nd6+fZsvcQk8kpaWhs2bN2fcUycnJwwNDVW3eAQNQtnlxUuXLmmlt9GiM2h//fWXzHmTk5Nx6dKlEj2zGhkZ4bRp0zA6OpqWt2vXrgxFStVLs927d2eMC4VlyMjIwH/++QdLlSoltn16eno4evRopWeA7t+/z4iu6OTkpJLt68VWGVD2oWbzL25gYID79+/nS2QCj6SkpGDjxo0Z97R8+fIaO4VLUD3Kuu2VZVpcE1m8eDGtHc2aNZO7jPj4eJw3bx6ampqKvT6mpqY4d+5cjI+Px48fPzJ+37RpE/eNk8LDhw8Zchw+fBizsrJw69at6ODgILY9AoEABw8ezMnMcUJCAsPoXSgU4t27dzlopXSKrTJAURS6uLgo/FCPHTsWq1WrxvrbnDlztFL713USExOxXr16jPvp5ubGSaAPgvbDhRtzbSQgIIDWDhMTE4W3OsbExOD06dMlOliytLTEOnXq0I5ZWVlhamoqxy2TjaZNm9JkcXR0lLobrU+fPvj+/XtO6qcoCnv27MmoY+nSpZyULwvFVhlAVN4QyMrKCqtWrcr6W48ePXjb4kHgj/j4eKxVqxbjflauXJkxhUnQPbgOcKYtsL0IlLVcj4iIwAkTJqCBgYFM1/Dvv//mpjEKcP78eZnvddeuXTm36t++fTujnpYtWyodllge1K0MCIFHhg4dCqampgr70U5KSoIPHz6ApaUl47dz585BixYtIDIyUlkxCSrE2toarl+/DlWrVqUd//TpE7Rp0wbi4uLUJBlBExAIBDB58mS58yEiTJw4kRef/arA1tYWXF1daceePn2qVJmOjo6wbds2+PLlC4wYMQL09PQknm9kZARZWVlK1akIFEVBVlaWVB//7dq1gydPnsCFCxegdu3anNUfHBwM06dPpx2zsbGBo0ePSr1mxQq+tQ1ZnYfkO3mQd29xmTJliCMbLSQqKorVs1rt2rVJrAkdR1E/A506dcLs7Gx1i68w/fv3p7VHWY98Rfny5QsOGjRI4qyLo6Mjbt++XSXXkaIovHjxIutMYeHUokUL3tbt09LSsEqVKow6L126xEt9klD3zADvygAi3dOTOCUg3+PWly9fsHfv3nINAqampnju3DlVNIXAIREREazxwevXry93iFhC8UIRD4QAgJ07d8bMzEx1i68QmzZtorWlevXqvNQze/ZsqdexfPnyuH//fl5cNFMUhdeuXcOGDRtKlaNly5a8Lv2MGjWKUee0adN4q08SOqEMIP7R9os6mAAAtLe3Rz8/P8bg/+jRI9btaJJmFtasWaO1a4a6yvfv31kNhTw8PKQ6HyEUbxRxFwvwJ1BRRkaGusWXmwcPHjDayPUzkJOTg87OzjKPq+7u7nj06FHO1s7v3LmDLVq0kLl+oVDI2/bjEydOMOqrU6cOZmVl8VKfNHReGbCzs0NfX19W95v500hs0zji0vDhw7V6qlAX+fbtG6uL1ZYtW6rFdzxBcxDnLtbNzQ39/PzwypUrrJ7oPD09tc7AOCMjgxFkh+tQxf7+/oxrtWvXLmzTpo3EcbVatWp45swZhT+2Hj9+jG3btpVYR9WqVfHAgQOMrZGTJ0/m9Bog/hlzivplMDc3V6sjNJ1QBmRdJrh69Spr/tzcXNyzZw+WKVNGJoWgRYsWWrvFSFf5/Pkz2tnZMe5lmzZttHbal8Adhd3FxsXF0V5KDx8+ZHW407x5c62bXapbty6tDWvXruWsbIqisGbNmrTymzRpUvD7rVu3sFmzZhLH1rp162JAQIDMSsGrV69YY5QUVez8/f0LZh+mTZtG+93U1JTT8TwnJ4d1ieLw4cOc1aEIxV4ZkDdkpziFABExPT0dV65cKVN0MldXVxLyWMt49+4dq5exjh07qm3qjqAdPH36lNVNrYeHh1bZn4wbN44mf8+ePTkrOzAwkHF9zp8/TzuHoii8evUq1q9fX+L46uHhgTdv3hRb1/v376XafpUtWxb37t3L8Hj448cPhhfAZcuWcXYd2GwmhgwZwln5ilKslQF5rYKFQiGamZmxLhkU5vfv3zhlyhSp+2fNzMzw+vXrfDaRwDGvX79mxDkH+OMbnESwJEji5cuXaGNjw+g79evX15pgZwcOHKDJ7uTkxFnZrVu3ppVdqVIlsc7bKIrCCxcuMGYSiqZWrVrh/fv3C/KFhISgj4+PxB0LDg4OuHXrVokK/qBBg2h5bG1tObEDuXr1KkMed3d3tTlbKkyxVgYUcTokEAjQz89PpvK/fv2K/fr1k1re/Pnz+WwmgWOeP3+OJUqUYNzLPn368GLdTCg+BAcHs7oyr127NsbGxqpbPKm8f/+eITsX3jlfvHjBKHf37t1S84lEIjx58iRWqlRJ4jjbsmVL7NatG+OLvnAqVaoUbtiwQaaX+uvXrxn5d+zYodQ1iIqKYkR6NDQ01Jit6cVWGVClJ7GnT59iq1atJJZbuXJlEvlQi3j06BGrYdigQYNU6hWMoH28f/8e7e3tGX2nevXqGBMTo27xJJKXl8dYBuVi2/SAAQNoZdrZ2clli5Obm4uHDh1i3QosLVlZWeHKlSvl/vpu164drZwKFSoo/OyLRCJWI0lfX1+FyuODYqsMqNrHOEVRGBAQINZ9McCfZYiJEycS40It4e7du6xBV4YPH05iUxAk8vnzZ9YdKlWqVFEqvK0qKBrye968eUqVFxYWxvhiX7lypUJl5eTk4O7duyUGD8pPpqamuGjRIqnLvuK4fv06o8x///1XobLWrFnDKMvb21ujtqIXW2VAXdHH8vLycO/evRKNDC0sLHD16tVauRdZ17h58yYaGxsz7uG4ceM06kEmaB5fv35l9WHh7u6OP3/+VLd4Ypk7dy5NXi8vL6XKmzJlCq08MzMzhW0oEhIScP78+WhmZiZ1DBcIBDh06FD89u2bQnVRFMUIptSoUSO5n/tHjx4xlKEyZcpo3LJRsVUGlJ0ZqFGjBm7ZskVh17QZGRlSrVkdHR1x//79ZNpZw7l69SoaGhoy7t+UKVOIQkCQyPfv31mjp7q6uuL379/VLR4r586dY3y8KDoTFhcXx5hdU8TDXnJyMi5btozVlkda0tfXxzFjxmB4eLjc9R47doxRnjyuiRMTE7F8+fK0/EKhEG/fvi23LHxTbJUBRW0GiiZDQ0Ps168fBgYGKvTSvnjxosRQngB/1hLl2TtLUD0XL15kOGQBAJw1axa5bwSJ/Pz5E93d3Rl9p2zZsgp/tfJJZGQkQ9YPHz4oVNby5ctp5ejp6cmlBKWnp+O6detYd2kUftmPGDECZ86cKVFZMDQ0xClTpmBUVJTM9efm5mK5cuVo5Xh7e8uUl6Io7NOnD0OORYsWyVy/Kim2ygCi8iGMiyZnZ2dcuHCh3A9wSEgI69dB0dSqVSt8+vQpT1eDoCxnzpxhtVZeuHChukUjaDi/fv3CypUrM/qOo6OjWr3OicPJyYkm54EDB+QuIzMzk2E9P2jQIJnz+vn5sToCK/yFXXQZIH8Zgc34Nz+ZmJjgrFmzZJ6m9/PzY5Tx/v17qfl2797NyNe8eXON3ZFUrJUBef0MSPI3XjR5eXmhv7+/zOv+CQkJjH224lLfvn3x69evfF4agoIcP36ctT+tWLFC3aIRNJzo6GisXr06o+/Y29sr/OXNFz179qTJOH78eLnL2LVrF6Otr1+/lpgnJycHd+3axVBGiqb+/fvjx48fxZbz+/dvnDlzJqu9T34yNzfHhQsXSjUwTE1NZfgekRbR8d27d4y6ra2tFVqqUBXFWhlAlN8D4ZUrVzAwMBD79evHuk5cNJUoUQLHjRuHT58+lTpdnJOTg2PGjJFJITAwMMDJkyer9GYQZOPgwYOsSuP69evVLRpBw4mNjcXatWsz+o6trS0GBwerW7wCilq/161bV678eXl5jKWRtm3bSjxflq2D3bt3xzdv3sgsx69fv3DSpEkSHcTJsvVwwYIFjPFZnP+FjIwMrFatGqOeot4WNY1irwwgyhfCuDDx8fG4ZcsWhkWpuFS9enXcuHGjxAtIURRu3LhR5hkICwsLXLFiBQmYo2GwTQECgMwOqwi6S3x8PKu7XRsbG3z58qW6xUPEP3ECCsumr68v1+6ns2fPMtrH5o1VJBLhiRMnWJdQCqcOHTootYT6/ft3HDVqlMJOiaKjoxm2X3PmzGGta+zYsYyy+Qh2xDU6oQwg/lkymDdvHqOxzs7OrCGMi/Ly5UucPHkyq6vaoklfXx979uyJly9fFrs+dOnSJYnrWkWTg4MD7tmzR2PXm3SRrVu3st6rnTt3qls0goaTlJSEjRs3Zv1K1QS7oZSUFMYHy8OHD2XKS1EUo221a9emzZxSFIXnz5+X292wsoSEhODgwYMVcldcdFbX0tISk5OTaeecPn2aUV6tWrW0ItiZzigDiIgfPnxgNFYWQ5DCZGZm4okTJ7Bdu3Yyfd07ODjg3Llz8fPnz4yy3rx5I1dsb4A/TksuXLhALNg1hA0bNrDep/3796tbNIKGk5KSwhqlz9LSUuYXL58UtW/YtGmTxPMpisLY2Fg8deoUo03Hjh0rOOe///5TOhCRsrx//57V0r9wKhrI6PPnz4wxf+nSpRgWFoaxsbEYGhrK2M1gZmamNQHrdF4ZUMZw58ePH7hs2TKZdgoAADZr1gz3799PW5uKiopiDWcpLTVv3hwfP37MxWUhKMmqVasY90cgEODRo0fVLRpBw0lLS0NPT09G/zE3N5drPzsfjBgxgibTgAEDWM9LTExEX19fdHNzYx2rnJ2dMTc3F2/duoVNmzaVOK7VqVNHpdusX716hV27dpUok5ubGx45cgTz8vKwR48eYs9j20KuyC4MdUGUAQ6seEUiEQYFBaGPj49E69XC2uKIESPwwYMHSFEUZmRkYN++fVnPZQupWzj17t1bI7cm6RqLFy9m3Bs9PT08ffq0ukUjaDjp6enYtm1bRv8xNTXFoKAgtcm1c+dOmjyurq6McwrbY4mbKTUwMGA1miycqlWrhmfPnlXbjOeTJ08YsQiKpipVquDQoUNl/mAbNGiQVs3gEmWA4y09SUlJuHPnTpm/9itVqoRr167FiIgIXLhwIes55cqVY7VOzU/6+vo4YcIEjI6O5rQtBNmhKArnzJnDem803YqYoH4yMzOxU6dOjP5jbGzMMGxWFa9evWLIU3hvvqw7tSQld3d3PHbsmMZ4Yb1z5w42b95c4fYUTmfPnlV3c+SCKAM87u99+/Yt/vXXX1K/7vO/Irt06YLTpk1j3QZTqlQpXLRoEcO1ZeFkbm6OS5cu1YjY2LoIRVE4bdo01i+jK1euqFs8goaTlZWF3bp1Y/QfQ0NDvHz5ssrlyc3NRRMTE5os+f1YXh8ubB84+/fv10iDaIqi8Nq1awot3+an/B1qigZJUgdEGVCBs4/s7Gw8e/Ysent7y/TwlCxZkvEQAvxZkzp48CBu3LgRra2txea3s7PDnTt3auSDVtyhKAonTJjAeu/YtlYRCIXJyclhNWwzMDDgJJSwvBQ1cFy8eDEiKu7d1dLSErdv347Z2dkqb4u8UBSFly5dkrrEIUkh0KatxkQZULHnr8jISFy9ejWrr3JZ06JFizAhIQHnzJkj0UahUqVKeO7cOa1atyoOiEQiHDVqFON+mJiY4J07d9QtHkHDyc3NxYEDBzL6j76+Pp46dUqlsvz11180GTp27KhU3BczMzOcNm0abtq0Cc+ePYvPnz/H379/a/QYlZeXJ9EtsiRlwM3NTaPbVhiiDKjJDShFUXjv3j0cPny4TOE4i6Z+/fphRkYGhoeH47BhwyQ+mE2aNMEHDx6opZ26Sl5eHg4ePJhxL8zNzTVi2xhBs8nLy2M1VhMKhSrdpXLixAla/TY2NqwvDWWTsbExVqxYEdu0aYMjR47EpUuX4oEDB/DmzZsYEhKi1n36ykbAjYuLU5vs8kCUAQ3wCZ6SkoL79u2Tuu2maKpdu3ZBBK7g4GBWA6TCqUePHlqz57U4kJuby7pLxNLSUiMcyxA0G3EzTAKBAA8ePKgSGcLCwhj13759m3NlQJZkZ2eHDRs2xN69e+Nff/2Fvr6+KpldYLsG8qSwsDBe5OIaogxogDJQmE+fPuGcOXPQ3t5eZo16/fr1Bd6ygoKCJDr00NPTw7Fjx8oVxpOgODk5Oax7k62srPDVq1fqFo+g4YhEIlYbFIFAgLt37+a9foqi0NbWllZ30S2HmpJMTEywUqVK2LZtW9rsQlBQEH79+pXhUVBWyMyAaiDKgBhyc3Px0qVL2KNHD9TX15fa4SwsLHDKlCn4+vXrAn/fkpwhmZmZ4aJFizAlJUXdTS32ZGdnY+fOnRn3wMbGBt++fatu8QgajrhdKgCAW7du5b1+b29vWp1TpkxR2GbAysoKBwwYgM2aNcOyZctKjBXAR7K3t6fNLvj5+eG5c+fwxYsXGBsbyzq7oKiNBLEZkA+iDMhATEwM/vPPP1i1alWZOmHdunVx69atGB0djX5+fmhjYyP23NKlS+O2bdsKXG4S+CEzM5PVqUnp0qUlhmIlEBDF+7EAANy4cSOvdS9btoxWn4eHh0K7Cdis63Nzc/HHjx947949PHr0KK5evRrHjx+PnTt3xho1aqClpaVKlYXCswujRo3CZcuW4cGDB3HixImctFeT0XllQN7YBOqEoih8/PgxDh48WCaN2sjICPv374/nzp3DefPmsW5XzE/u7u54+vRprdFitZH09HRs1aoV49o7ODhgSEiIusUjaDgURYl1TLZmzRre6g0MDGSMKzExMXL5GRAKhQrvu09KSsLg4GC8fPkybt++HefOnYsDBw7Epk2borOzs1JOj/hKyrRXXahbGRAgIoIKSEpKgnXr1sHq1atpx52dnWHGjBkwdOhQsLKyUoUonJCQkADe3t7w6NEjmc4vW7Ys9OzZE379+gX//vsvUBTFel7jxo1h3bp10Lx5cy7FJfyPtLQ06NChAzx48IB23NnZGe7evQvly5dXj2AErWHFihWwcOFCxvFly5axHleWhIQEsLGxoR17/vw5xMXFQefOnQERxY4nAABCoRAEAgFcuXIF2rVrx7l8eXl58OvXLwgPD4fw8HD48eNHwf/z/05NTeW8XmnUrVsX6tatC2XLloWyZctCuXLloGzZsuDk5ASGhoYql0casbGxULp0adqxmJgYxjHeUIXGUdh/NrBM5eR7i7p69aoqxOEMiqJw+fLlcmutDRs2xDp16kg8p2vXrlqxhKKNJCcns3o3c3FxwfDwcHWLR9AC1q5dy/rcLliwgJfZvaJ+UbZv346IkmMTFB5b1eVSOZ/Cswvbtm3DOXPm4IABA9QyuyAQCNDBwQEbNWqEffr0wRkzZuDmzZvx/Pnz+PLlS4yLi1P5DG1iYiKuWLGCIWv58uXR19dXJTMcvCsDsvrPFgqFqKenp3UKASLiyZMnZQqQVDSZmZlh6dKlJV6T0aNHY2RkpLqbWOxISEhgVcjc3d3x169f6haPoAVs2rSJ9bmdPXs25y8THx8fWh1Dhw4t+C0xMRH9/PwYUQvd3NzQz88Pk5KSOJWFD/JtF+7evYv+/v64atUqHDduHHbq1AmrV6+OFhYWKlMWAP4EqapcuTK2b98eR48ejcuXL8dDhw7hrVu38Nu3b5x6cNSUj2VelwmSkpLAyckJMjMzJU5j5SMUCsHExAQiIiK0askAAODp06fQtWtXiImJUSi/oaEh5OTksP5mYmICf/31F8yePRssLS2VEZNQiPj4ePD09IS3b9/SjlepUgVu376tuuk5gtayfft2mDhxIuP41KlTYdOmTSAQCDipZ8uWLTBlypSCv6tUqQIfPnygnYOIkJCQAKmpqWBhYQHW1tac1a8JJCUlMZYfvn79Cj9+/IBfv35BdHQ08Pg6oyEQCMDBwaFgCaJwyl+OKFmypNTrHxgYKNdST0BAALRv357r5gAAAK/KgJ+fH0yfPl2uGyQQCMDX15fW8bWF8PBw6NKlCwQHBzN+q1evHoSGhkJiYqLC5ZcqVQoWLVoEY8eO1cg1L23k9+/f0KpVK/j48SPteI0aNeDWrVuMtVoCoSh79+6FMWPGMMa58ePHw9atW0EoFCpdx9OnT6FRo0YFfwsEAkhMTIQSJUooXXZxITc3l2a7UNSG4cePH5CWlqYyeczMzMQqCmXLlgUzMzNwdXXVnI9lvqYcdGVvaFFSUlIY+4LzU7du3fDgwYPYtm1bhfYI5yc3Nzc8efKk1l4jTePXr19YoUIFxnWuW7euVlkjE9THwYMHWZdCR40ahSKRSOnys7KyGNFUb9y4wYHkugNFUZiYmIhv3rzBS5cu4bZt23D27NnYv39/bNKkCTo5OWnkzoii70e+tkvypgzoitcoNvLy8nD69Oms7apXrx5GRkbi9+/fcenSpRJDIktLDRo0wFu3bqm7ucWC8PBwVidRDRs2xOTkZHWLR9ACjh49yrrleMiQIZiXl6d0+Q0aNKCVu2rVKg6kJhQmJycHv3//jnfv3sUjR47gypUrcezYsdixY0esVq0ampubq10Z4OtjmTdlQFl/0kOHDsWrV6+qNUCGsuzcuZN1cHB0dMQXL14g4h93pzdv3sRBgwYpZIQIANi5c2eJnvQoisLY2FgMCwsT6+WL8KfPOjs7M65v06ZNMTU1Vd3iEbSA06dPs3osHTBggNIhzSdNmkQrs1u3btwITZCZ/NmF169f48WLF3Hr1q1qmV3g42NZY2cG8pOZmRl269YN9+zZo5VW9devX8cSJUow2mVqasqIj56YmIg7duxgfAHIkoRCIQ4fPhx//vxJK8/X15fVylhV21W0jZCQECxTpgzj+rZq1QrT09PVLR5BCzh//jxjSh8AsFevXkp5Gj18+DCtPHt7e6LYayA5OTkYFhaGd+7cwb179+KIESOwfv36WKpUKc4UBT6CL2mczYC0VKdOHVy4cCE+fvyYk7U4VfDx40fGCxngz5TPunXrWB/o4OBgnDZtmkRXxmzJ2NgY586di2fOnJFp/7E2buXkm48fP7LGT2/btq1Wz1QRVEdAQAAaGRkx+lDXrl0VDtjz+fNnRnnEL4ZmERERgSdPnsQpU6ZgvXr1eIv9oFUzA4iokP9seVLp0qVx6NChePr0aY3fSxsXF4ctWrRgbceIESPE7lvNzs7Gf//9Fzt16iS3Vint2muzbwe+efv2Lasi1rlzZ073GBOKL9euXWNd+uvYsaNCSqVIJEIrKytaWf/++y8PkhNkIS8vD1+9eoVbt27FAQMGYNmyZXl71xUe07XOZgDxzzS1vP6zTUxMcP78+ejh4SGXIqGvr4+enp64YcMG/Pz5M5/NUpjs7GwcNmwYq/ytWrXC+Ph4ifkjIiJw1apVrJbviiZt9OGtKl6+fMkYfAEAe/ToQQJLEWQiKCgITU1NGX2obdu2Ci07tW3bllbO7NmzeZCawEZKSgpev34dlyxZgm3btlXKEZKLi4vEUPeSlAGt202Qj7weCAu7zfz9+zcePnwY+/bty7ruLilVqFABp06ditevX9eoLzmKonDNmjWsMru7u8ukyFAUhXfv3sVhw4axDjSa1MG0nadPn7JGbuvXr5/SBmEE3eDevXusVuitWrWS2zB1wYIFtDJatmzJj9AEDA8Px+PHj+OkSZOwTp06Cq/36+vrY4MGDXDatGl4+vTpAg+ninws8/nhpvLYBIr6z87JycHbt2/jzJkzsUqVKnLdDHNzc+zZsyfu27cPo6KiVNFkqZw5c4Y1imHJkiUxKChI5nJSUlJw79692KRJE6UUghIlSuDGjRvx9OnT+OjRI4yIiOBkO1Rx4MGDB2hmZsa4ZoMHDybXiCATjx49YlUqmzZtKtfW1YsXL9Lym5mZkT7IAbm5ufjy5UvcsmUL9u/fn3VXkazJysoKO3bsiCtWrMBbt25JnAFS5mOZa1QWwphr/9nfvn3DzZs3Y7t27dDQ0FCum1W/fn1cvHgxPnv2TK1GiM+fP2e1XNfX18c9e/bIXd7Dhw+VUgiKJj09PXRycsLGjRtjnz59cPr06bhhwwY8efIkPnz4EMPDw3Xm6/jOnTusytvIkSO1xpCVoF6ePXuGJUuWZPShRo0ayfy1Fx0dzcgfHBzMr+DFkOTkZAwMDMRFixZhmzZtlPIf4OrqioMHD8adO3fi27dv5R4PNCXYlMpCGOeDPPjPTktLg5s3b8Lly5chICAAoqKiZM5rZ2cHnTp1Am9vb2jbti1YWFgoJYu8REZGQpcuXeDVq1eM32bMmAFr164FPT09mcr6/v07uLi4cC2iRIRCITg4OICTk1NBcnZ2pv1dpkwZMDAwUKlcfHDjxg3w9vaG7Oxs2vHx48fDtm3bipUfeAI/vH79Gtq0aQPx8fG04/Xq1YNr166BtbW11DLKly8PP378KPh77969MHLkSM5lLS4gIoSHh8ODBw8K0tu3b2VyAVwUfX19qFevHjRp0gSaNm0KTZs2BXt7e6VlTEpKgsOHD8PmzZvh27dvBcfd3NxgypQpMHToUN5dT6tcGeAbRIRXr15BQEAAXL58GZ49eyZzbAQDAwNo2bIldO7cGby9vaFChQo8S/uH9PR08PHxgfPnzzN+69q1Kxw9ehTMzc2llhMXFwe2trY8SKgcAoEA7O3tWZWF/P+XKVNGK+ItXLlyBbp37w65ubm049OmTYONGzcShYAglXfv3kHr1q3h9+/ftOO1atWC69evS32G+/XrB6dOnSr4e8yYMbBr1y5eZNVG8vLy4M2bN7SXf2RkpEJllSxZkvbib9CgAZiYmHAs8f/Dx8eyrBQ7ZaAoMTEx8N9//0FAQABcu3YNUlJSZM5bsWLFAsWgWbNmvL6sKIqCv//+G9auXcv4rVatWnDp0iVwdnaWWAYigru7O4SGhsodvcvc3Bzq1KkDkZGREBERITaCIp/Y2dkxZhUK/+3o6AhGRkYql6soFy5cgN69e0NeXh7t+Ny5c2HVqlUgEAgAESE+Ph7S0tLA3NwcbGxsiKJAKODTp0/g5eXFmMWsVq0a3Lx5E+zs7MTm3bBhA8ycObPg71q1asHr16/5ElXjSU5OhsePHxe8+J88eQLp6ekKlVWhQoWCF3/Tpk2hcuXKnASa0gaKvTJQmJycHLh//37BrMGXL19kzmthYQHt27eHzp07Q8eOHSU+rMpw4MABGDt2LOPL097eHi5evAgNGjSQmJ+LSJEURUFcXBxERERAREQE/Pz5s+D/hf8uOl2uCkqXLi1xScLJyQmMjY15l+P06dPQv39/xlTjnDlzwMHBAbZs2cKY7ps8eTIMHTpU68JzE/ghJCQEvLy8ICIigna8cuXKcPPmTShTpgxrvnv37kGLFi0K/tbT04Pk5GQwMzPjVV5NABHh+/fv8PDhQ9qUvyKvMQMDA6hXr17Bi79Jkya8jevagE4pA0X5+vVrgWJw584dxgtYHAKBABo0aFAwa1CnTh1Ov/ru3LkDPXv2hISEBNpxY2NjOHLkCPTu3Vts3qSkJHBycuI9LGb+l29RZaHo/7OysmQukytKlSrFqijk/+3o6AimpqZK13Ps2DHw8fFhHYjyZwcK/w0AYGpqCmfOnOEtJjlBuwgLCwNPT0+aDQDAny/UoKAg1tnA9PR0KFGiBIhEooJjd+/ehebNm/Mur6rJzc2F169fF7z4Hz58CL9+/VKoLGtra9qUf/369Xmd8tc2dFoZKExqaipcv34dAgICICAgAGJiYmTO6+DgAJ07d4bOnTtDmzZtZFrfl0ZISAh4e3uzzl6sXLkS5s2bJ1YBCQwMhM6dOwMiSlQIhEIhCAQCuHLlCrRr105pmYuSv/7FNqtQ+O+MjAzO65aGtbW1xCUJJycnmb60Dhw4ACNGjJC53vxrHhAQQBQCAgAA/PjxA7y8vCA0NJR23MXFBYKCgqB8+fKMPLVr14Y3b94U/P3PP//AjBkz+BaVd5KSkuDRo0cFL/+nT58qPD64u7vTpvwrVaqkM1P+ikCUARYoioKXL18WzBo8f/5c5ryGhobQqlUr8Pb2hs6dO4Orq6vCciQmJkLv3r0hKCiI8dvgwYNhz549YtfQAwMDoVevXgUPkriv1LNnz/KiCMgKIkJSUpLYmYX8fxVdA1SGkiVLilUU8v82NzeHTZs2wV9//SVzuYrOxhCKLxEREdC6dWuG8u/s7Ay3bt0CNzc32vGxY8fC7t27C/7u27cvnDx5UiWycgUiQlhYGM3Q7/379wpN+RsaGkL9+vVpU/6aaEytyRBlQAaio6PhypUrBUaIaWlpMuetXLlygWLQtGlTubfY5ebmwsSJE2HPnj2M35o1awbnzp2DUqVKsebVhO0qXICIkJKSItZ2IT/JYxzKFSVKlAATExOIjo6WK19ROw0CISoqClq3bg0fP36kHS9TpgwEBQVBpUqVCo7t27cPRo0aVfB3uXLl4Pv376oSVSFyc3Ph1atXtJe/vM9NPjY2NrSv/nr16qnEVqg4Q5QBOcnOzoZ79+4V+DT4+vWrzHlLlChBM0KUVXNFRNi0aRPMnDmToTW7uLjA5cuXoWrVqhLzq2u7iipJSUkRqyzk/z85OVndYgLAH2XA1dUVQkJCiuW9ICjG79+/oU2bNvD27VvacTs7OwgKCip4zt++fQs1a9aknRMdHa1RBnCJiYk0Q79nz55BZmamQmVVqlSJ9vKvWLEieW44higDSvLly5cCxeDu3buM7WbiEAgE0KhRo4JZg1q1aknt3JcuXYIBAwYwpswtLS3h9OnTap3u1xZSU1MhMjKSdZYhPDxc5QpDXFwc2NjYqKw+guYTHx8Pbdu2ZTgis7W1hRs3bkDNmjVBJBJBiRIlaGPBxYsXoUuXLqoWFwD+fHB8+/aN9tX/4cMHhcoyMjJiTPmLm/0kcAdRBjgkOTmZZoQYGxsrc15HR8cCI8TWrVuLNV578+YNdOnSBX7+/Ek7rqenB1u2bIHx48cr1YbiSEZGBvz69Qt+/foFUVFRBf8vmuRZ/uGKsLAwVgMxgm6TmJgI7du3h2fPntGOW1tbw/Xr16Fu3brQqlUruHPnTsFvCxYsgOXLl6tEvpycHHj58iXNyl8eo+vC2Nra0qz869WrpxH+RHQNogzwBEVR8Pz584JZg5cvX8qc18jICDw9PQtmDYq+LKKioqBbt26MgQIAYMqUKbBhwwbQ19cvOFZcHeBkZ2dLfLnnJ01ZGmCDzAwQxJGcnAwdO3aER48e0Y5bWVlBYGAgnDlzBtatW1dwvHnz5nD27Flenu+EhATGlL+i24arVKlCm/KvUKFCsRiPtB2iDKiIX79+FRghXr9+XS7r+KpVqxYoBk2aNAF9fX3IzMyEoUOHwunTpxnnd+zYEU6cOAEURcGhQ4e0zgFObm4uREdH017obC/9ov7dVY2NjQ04ODjAt2/f5F4LJTYDBFlITU0Fb29vuHv3Lu24hYUFTJkyBVauXMnIo+zzjYgQEhJS8MX/4MEDhlGjrBgbG0ODBg0KXvweHh5E+dVQiDKgBrKzs+HOnTtw+fJluHz5MoSFhcmct2TJktC+fXvw9vaGdu3awebNm2HFihWM88qVKwexsbEFLylNcIAjEong9+/fUr/kY2NjFdpexBVWVlZQpkwZWnJwcKD9bW9vX2C9zIXXRwJBHOnp6dC1a1fWLcZsyPt8Z2dnw4sXL2hT/vIscRamdOnStK/+unXrakXMEQJRBtQOIsKnT58KfBrcv3+f5llMEkKhEDw8PKBMmTJw7tw5mY0XC+fnwgFOvvtithd74S/66OhohSKFcYWZmRk4OjoyXvRFX/ryeidUlddHgu6SmZkJ3bt3h2vXrsmcR9zzHRcXR5vyf/78ucKuxatWrUp7+bu5uZGZLi2FKAMaRlJSEly7dg0uX74M//33H8TFxcmcVygUyv2ylfRiQkRITEyU+iUfFRUltyLCJcbGxrSXfNGv+PzEZ3hqTfH6SCi+ZGVlQbdu3eRWCIyMjGDdunUFe/w/f/6sUP0mJibQsGHDAgt/Dw8PmUIuE7QDogxoMCKRCJ4+fVqwO4GvyGQCgQC8vb3BxcWF8UWvjmBE+RgYGEj8is9PJUqU0IivEW3x+kjQXopGLOQTe3t72ld/7dq1yZR/MYYoA1pEREQEXLlyBS5fvgw3btxQ2IGHutHT0yv4ehf3FV+mTBmt3PVQXLw+EjQPZUKUS0MgEEC1atVoL38XFxete/4IikOUAS0lMzMTbt++XTBroAmuSAUCAdjZ2Un9ki9VqhTo6empW1xe0RWvjwTVERcXx5m/fRMTE2jUqBHNyp/Yr+g2RBkoBiAifPjwAY4cOQJr/6+9O8ZREIjCADxjR2dhIq1zGIkn8BR6Dzsuop33sdB7bOUmxsTNKkSd930lhEBC3vAzQx673SjnmM1mfz7k5/P5TX8DYDin0yktFounj1+tVmm5XP5O+f/3PynUTRioyKtvDuv1OpVS7h7ybdtaK4Q3e7W+NbjiEWGgIs+uKWqAA59PfTOmybsvgOHknNNms3nq2O12a6CAD6a+GZOZgcpogAP1Ut+MxcxAZabTadrv9ynnnCaTx7f32gDncDgYKOALqG/GIgxUqOu6dDweU9M0Ked8Nz143dY0jU548GXUN2MQBirVdV06n8+p7/tUSrnZV0pJfd+ny+VioIAvpL4Zmm8GAtAAB+qlvhmCMAAAwVkmAIDghAEACE4YAIDghAEACE4YAIDghAEACE4YAIDghAEACE4YAIDghAEACE4YAIDghAEACE4YAIDghAEACE4YAIDgfgAs05JVGeLl1QAAAABJRU5ErkJggg==\n",
       "text/plain": [
        "<Figure size 640x480 with 4 Axes>"
       ]
@@ -1356,7 +1356,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ff09dba7",
+   "id": "d91f5713",
    "metadata": {},
    "source": [
     "You can find additional options via `draw_networkx()` and\n",
@@ -1367,19 +1367,19 @@
   {
    "cell_type": "code",
    "execution_count": 37,
-   "id": "35d8b340",
+   "id": "7635ed9d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:14.037966Z",
-     "iopub.status.busy": "2023-01-04T19:40:14.037492Z",
-     "iopub.status.idle": "2023-01-04T19:40:14.144440Z",
-     "shell.execute_reply": "2023-01-04T19:40:14.143724Z"
+     "iopub.execute_input": "2023-02-23T15:29:18.004939Z",
+     "iopub.status.busy": "2023-02-23T15:29:18.004160Z",
+     "iopub.status.idle": "2023-02-23T15:29:18.194154Z",
+     "shell.execute_reply": "2023-02-23T15:29:18.193290Z"
     }
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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h5MiR8Pb2hqurqwYjVI+8vDzcuHGDV4v55s2bYh2rcuXKvOmKmjdvDiMjIzVHTAgRAyWUhGih5ORk9OrVC9euXeOVOzg44MyZM2jSpIlIkZH8UlJSsGPHDqxfvx7x8fEq923bti3mzp2L4cOH62x/Q8YYYmNjedMV3b9/v1jHsrS0lDeTd+rUCe3atYONjY2aIyaEaAIllIRomcTERLi7u+PmzZu88kqVKiE0NBQNGzYUJzCikkwmw7Fjx+Dr64vQ0FCV+zo6OmLWrFmYMWMGKlWqpKEIS09ycjLCwsLkCWZERARycnKKfBwDAwM0adKEV4sp5mTyhJDCo4SSEC3y9u1b9OzZE3fu3OGVV65cGWfPnkW9evVEiowUxZ07d+Dn54c///wT2dnZSvczMTHBqFGj4O3tjdatW2swwtKVk5OD69ev85rJExMTi3Ws6tWr86YratKkCQwNDdUcMSGkpCihJERLvH79Gm5uboLmw2rVqiE0NBQuLi4iRUaKKykpCdu3b8f69evx7Nkzlfu2b98ec+fOxbBhw2BsbKyhCDWDMYZHjx7xJl2Piooq1rGsra3Rrl07eS2mq6srrKys1BwxIaSoKKEkRAu8fPkSPXr0EHzJ1qhRA2fPnkXt2rVFioyog1QqxZEjR+Dr64sLFy6o3LdKlSqYPXs2pk+fDgcHBw1FqHkJCQnyZvKLFy8iMjISeXl5RT6OoaEhmjdvLq/F7NixI6pWrVoKERNCVKGEkhCRPX/+HD169BAs9+fk5ITQ0FDUqlVLnMBIqbh58yb8/Pywd+9elf0MTU1NMXbsWHh5eaFFixYajFAcWVlZiIyMlNdghoWFITk5uVjHqlWrFm+6okaNGsHAwEDNERNCPkUJJSEievr0Kbp3747Y2FheubOzM0JDQ2lAQhmWmJiIbdu2YcOGDXjx4oXKfTt37gxvb28MGTJEb6bZ4TgODx8+5K3qU9Ck8sqUK1cOHTp0kNdgtm3bFhYWFmqOmBD9RgklISKJj49H9+7dBVPNuLi44OzZs9Rspyfy8vIQGBgIX19fXLp0SeW+1atXx+zZszFt2jTY29trKELt8fr1a4SFhckH+ly/fh1SqbTIxzEyMkLLli15tZhlYbQ9IWKihJIQEcTExKBHjx54+vQpr7x+/foIDQ1F5cqVRYqMiOnatWvw8/PDvn37kJubq3Q/MzMzjBs3Dl5eXmjatKkGI9QumZmZiIiI4DWTv3v3rljHcnZ25k1XVL9+fWomJ6QIKKEkRMOio6PRvXt3QTNno0aNcObMGaopIXjz5g22bt2KTZs24dWrVyr37datG7y9vTFo0CC9n06H4zjcu3ePN11RQZPNK2NnZydvJu/UqRNat24NMzMz9QZMSBlCCSUhGvTw4UP06NFDkCQ0bdoUISEhZXpULym63Nxc+Pv7w9fXF+Hh4Sr3rVmzJjw9PTFlyhSUL19eQxFqvxcvXvCmK7p58yZkMlmRj2NiYoJWrVrJazE7dOhAn1dCPkEJJSEacu/ePbi5uQnWQW7evDlCQkL0sk8cKbyIiAj4+fnhwIEDKqfXsbCwwPjx4+Hl5YVGjRppMELdkJ6ejitXrshrMS9fvoz09PRiHatevXq8SdddXFwgkUjUHDEhuoESSkI04M6dO3Bzc0NCQgKvvFWrVjh16hTs7OxEiozomlevXmHLli3YtGkT3r59q3JfNzc3eHt7o3///nrfHK6MTCbDnTt35E3kFy9exPPnz4t1LAcHB3To0EFei9myZUuYmpqqOWJCtBMllISUsps3b6Jnz55ISkrilbu6uiI4OBi2trbiBEZ0Wk5ODv755x/4+Pjg2rVrKvetXbs2PD09MWnSJHq/FcLTp0950xXdvn0bxfmqNDU1RZs2bXjN5PTjkZRVlFASUoquXbsGd3d3pKSk8Mo7dOiAEydOwMbGRqTISFnBGEN4eDh8fX1x6NAhldPoWFpaYsKECfDy8kL9+vU1GKVue//+PcLDw+W1mOHh4cjMzCzWsRo2bMibrqh27drUTE7KBEooCSklERER6NWrl2Aak86dOyMoKAjW1tYiRUbKqhcvXmDz5s3YsmWLoHtFfr1794a3tzf69OlD0+MUUV5eHm7dusWrxSxoNL4ylSpV4iWYLVq0KHNruRP9QAklIaXg8uXL6NOnD96/f88r79atG44dOwZLS0uRIiP6IDs7G/v374evry9u3Lihct86derAy8sLEydOpBrzYmKMIT4+njdd0b1794rVTG5ubg5XV1d5ktm+fXuUK1euFKImRL0ooSREzS5evIi+ffsKRo727NkTR44coSXfiMYwxnDp0iX4+voiICBA5XQ5VlZWmDRpEry8vODi4qLBKMumlJQUXL58WV6LeeXKFWRnZxf5OBKJBI0bN+bVYtasWZOayYnWoYSSEDU6f/48+vfvj4yMDF55nz59EBAQAHNzc5EiI/ru6dOn2LRpE7Zu3Yrk5GSV+/br1w/e3t5wd3en5nA1yc3NxY0bN3i1mAWN0lemSpUqvFV9mjVrpjdrvBPtRQklIWpy5swZDBw4EFlZWbzy/v3749ChQ7TKBtEKWVlZ+Pvvv+Hr64vbt2+r3LdevXrw8vLChAkTYGVlpaEI9QNjDDExMfLk8tKlS3jw4EGxjmVpaYl27drJazHbtWtHfbSJxlFCSYganDp1CoMHDxY0aQ0ePBgHDhygueiIKBhjSEpKQnp6OqysrGBvby9vKmWM4cKFC/D19cXhw4fBcZzS49jY2GDKlCmYM2cOnJ2dNRW+3klKSkJYWJi8FvPq1asq13RXxsDAAE2bNuXVYlavXr0UIibk/1FCSUgJHT9+HMOGDUNOTg6vfNiwYdi3bx9MTExEiozoq9TUVOzevRt+fn6IiYmRlzs7O8trHD+djzI+Ph4bN27Etm3bkJqaqvS4EokEAwYMgLe3N9zc3KgfXynLycnBtWvXeLWY+eezLawaNWrwVvVp3LgxTXZP1IoSSkJK4OjRoxg+fLigFmHkyJH466+/aPoPonEnT56Eh4eHfJ7ETy/xHxNACwsL+Pv7o3fv3rz7ZmRkYO/evfD19cW9e/dUPk7Dhg3h7e2NcePG0awFGsIYQ1RUFG+6oujo6GIdy8bGBu3atZPXYrq6utLrSEqEEkpCiikwMBAjR44UTCQ9duxY7N69mzrJE407efIk+vfvD8aYyiZsAwMDSCQSBAUFCZJK4EPiEhoaCl9fXxw9elTl9De2traYOnUq5syZg1q1aqnjNEgRvH37FmFhYfJazGvXrqlc610ZQ0NDtGjRQl6L2bFjR1SpUqUUIiZlFSWUhBTDwYMHMWbMGME0LJ9//jl27NhBTUlE41JTU1GtWjVkZWWpTCY/MjAwgLm5OZ4/f65yOcbY2Fhs2LAB27dvF0zSn/94gwYNwty5c9G1a1dqDhdJVlYWrl69Kq/FvHTpkspuDKo4OTnxpitq2LAhjfonSlFCSUgR7du3D+PHjxckk5MnT8bWrVspmSSi8PHxwfz584s0mbZEIsG6devg7e1d4L7p6en4888/4evri4cPH6rct0mTJvD29sbYsWNp3lWRcRyHBw8e8KYrio2NLdaxbG1t0aFDB3kNZtu2bWkqNCJHCSUhRfDXX39hwoQJghqgGTNmYOPGjfTrnWjc+/fvERUVhQEDBhR5XkOJRILatWsjOjq60DWKHMchJCQEvr6+CAoKUrmvnZ0dpk2bhtmzZ6NGjRpFio2UnlevXvFqMK9fv65y0ntljI2N0bJlS14tZsWKFUshYqILKKEkpJB27tyJKVOmCGqA5syZAz8/P2riI6VGKpUiLi4OUVFRePToEaKiouS3169fl/j4CQkJqFChQpHvFx0djfXr12Pnzp1IS0tTup+hoSGGDh0Kb29vdOrUiT4rWiYjIwMRERHyWszLly8Llo0trDp16vCmK6pfvz693nqCEkpCCmHbtm2YPn26oHzu3LlYu3YtXTBJiTHGkJiYKE8UP00cY2JiijXQorBq1KiBkSNHYtiwYXB1dS1yTfv79+/l0xQVNOq4efPm8Pb2xpgxY2iyfy0lk8lw79493nRFT548Kdax7O3t5c3knTp1QqtWreh1L6MooSSkAJs2bcLs2bMF5V988QVWr15NySQpkuzsbDx+/JhXy/gxeUxJSRE7PFSuXBmDBw/GsGHD0K1btyJNfcVxHE6ePAlfX18EBwer3LdChQqYPn06Zs+ejapVq5Y0bFLKnj9/zpuu6NatW4Ua/JWfiYkJWrduLa/F7NChQ7Fqx4n2oYSSEBX8/PwUDlhYvHgxVq1aRckkUYgxhhcvXvCSxo+JY3x8fJEGzhSGRCKBoaGhYAqrkrK1tcWAAQMwdOhQ9O7du0jzFEZFRcHPzw+7du0SrG3/KSMjI3h4eMDb2xvt27enz5SOSEtLw5UrV+S1mOHh4UhPTy/WserXr8+bdL1OnTr0PtBBlFASosSaNWuwcOFCQfl3332H5cuX0wWPIC0tTWG/xkePHsknFlcne3t71K1bF/Xq1ePdnJ2dsXnz5iKP8i4Kc3Nz9O7dG0OHDsXAgQNRvnz5Qt3v3bt32LlzJ/z8/AocXdyqVSt4e3tj1KhRtFypjpFKpbh9+zavFvPFixfFOpaDgwNvoE/Lli1pxTEdQAklIQr88ssv+PrrrwXly5cvx/fffy9CREQsUqkU8fHxChPHV69eqf3xTExMUKdOHdSrV0+QPNrb2yu9X3HnoTx27BhCQkIQEBCABw8eFCpGIyMjdOvWDUOHDsWQIUMKNQG2TCbD8ePH4evri5CQEJX7VqxYETNnzsTMmTNRuXLlQsVEtAtjDE+fPuVNV3Tnzp1i/eAxMzND27Zt5bWYHTp0KPQPGqI5lFASks+qVavw7bffCsp//PFHLF68WISIiCYoGxDz+PHjUhkQU6VKFXmi+GniWLNmzWKvslTYlXKAD83kwcHB6NWrl7wsKioKgYGBCAgIwNWrVwv9uO3atcPQoUMxdOhQuLi4FLj//fv34efnhz179qisyTUyMsLIkSPh7e0NV1fXQsdDtNO7d+8QHh7OaybPysoq1rEaNWrEq8V0cnKiViORUUJJyP8wxrBixQosW7ZMsO3XX3/FF198ofmgiFrl5OQoHRCTnJys9seztLQU1DLWrVsXdevWhbW1tdofD1C9lvenbG1t8fLlS6UTUz9//hyHDx9GYGAgzp8/X+h5Chs3boyhQ4di2LBhaNasmcov+ZSUFOzYsQPr169HfHy8yuO2bdsWc+fOxfDhw6n5s4zIy8vDzZs3ebWYxZ0Gy9HRkTddUfPmzYs0oIyUHCWUhODDl+53332HVatWCbatXbsW8+bN03xQpFgYY3j58qVgQExUVBSePHlSrJGpqkgkEtSqVUvQr7Fu3bqoWrWqKLUmqamp2LNnD3x9fRETE6N0Px8fn0KtkpOUlISjR48iMDAQJ0+eRE5OTqHiqFWrlrzmskOHDkpXkZLJZDh69Ch8fX1x9uxZlcd0dHTErFmzMGPGDFSqVKlQcRDdwBhDXFwcb7qie/fuFetYFhYWcHV1ldditmvXDuXKlVN7vElJSUhPT4eVlRXs7e31upaUEkqi9xhj+Prrr7F69WrBNj8/P3h6eooQFSlIWloaHj16pHBAjKpRxcVlZ2ensF+js7Oz1s6rxxhDcnIy0tLSYG1tjTFjxuD06dPy7VWqVEFMTEyR4k9PT0dwcDACAwNx7NixQk+AXbFiRQwePBhDhw5Fjx49lA66uXPnDvz8/PDnn38iOztb6fFMTEwwevRoeHt7o1WrVoWOn+iW5ORkXL58WV6LefXqVZXvC2UkEgmaNGnCq8WsUaNGsRLA1NRU+byrn/5gc3Z2hpeXFyZMmABbW9siH1fXUUJJ9BpjDF988QXWrFkj2LZ582bMmDFDhKjIRzKZTOmAmJcvX6r98YyNjZUOiCkLc+VdunQJnTp14pVt3LgRs2bNKtbxcnNzERoaisDAQBw5cgRv3rwp1P1sbGzQv39/DB06FH379oWVlZVgn6SkJPzxxx/YsGEDnj17pvJ4HTp0gLe3N4YNG0bNnGVcbm4url+/zmsmT0hIKNaxqlWrxpuuqEmTJgX2X1bVpeRjcmphYQF/f3/07t27WHHpKkooid5ijGHevHnw9fXllUskEmzbtg1TpkwRKTLNE7vpJikpSWG/xsePHyM3N1ftj1e5cmWFA2Jq1apV7AExusLNzQ2hoaHyv6tXr47Hjx+XuF+iTCbD5cuXERgYiMDAQMTFxRXqfqampujVq5d8OqL8ibtUKsWRI0fg6+uLCxcuqDxWlSpVMHv2bEyfPh0ODg7FPheiOxhjePz4Ma+Z/OHDh8U6lpWVFdq1ayevxXR1deX1dS7soDcDAwNIJBIEBQXpVVJJCSXRSxzHwdPTE5s2beKVSyQS7Ny5ExMmTBApMs3SZNNNTk4OYmJiFCaOSUlJanmMT1lYWCgdEGNjY6P2x9MV586dQ/fu3Xll27Ztw9SpU9X2GIwx3L59GwEBAQgMDMSdO3cKdT9DQ0N06dJFPh1R9erVedtv3rwJPz8/7N27V2U/TlNTU4wdOxbe3t5o3rx5SU6F6KDExESEhYXJazEjIyOL9cPUwMAAzZs3lw/y8fLyQnZ2dpGm5Xr+/LneNH9TQkn0DsdxmDFjBv744w9euYGBAfbs2YPPPvtMpMg0qzSabj4OiMnfPB0VFYX4+PhSGRBTs2ZNwYCYevXqoUqVKkVek1ofMMbQtWtX/Pfff/IyJycnREVFlVpz8ePHj+U1l5cvXy70/dq0aSMf1FO/fn15eUJCArZt24aNGzcWOHl2586d4e3tjSFDhpT52meiWHZ2Nq5du8arxSyNWR3yk0gkWLduXaEGvpUFlFASvSKTyTB16lTs2rWLV25oaIi9e/di1KhR4gSmYSVtuklPT1c6IKa4y6+pUr58eYX9GuvUqaO1A2K0WUhICNzd3XllO3fuxMSJE0v9sV++fIkjR44gMDAQZ8+eLfRykQ0aNJAnl61atYJEIkFeXh4CAwPh4+ODsLAwlfevXr065syZg6lTp6qcIJ6UfRzHISoqireqz+PHj9X+OBKJBLVr10Z0dLRejP6mhJLoDZlMhkmTJuHPP//klRsZGWH//v3w8PAQKTLNKuqKKhKJBMbGxhg3bpx8gExxl1RTxdjYGM7OzkoHxOjDBVlTGGPo0KEDwsPD5WUuLi64f/++RmvxUlJScOzYMQQGBiI4OLjQk1zXqFEDQ4YMwdChQ9GpUycYGRkhMjISfn5+2L9/v8rmTTMzM4wbNw5eXl5o2rSpuk6F6Lg3b94gLCxMXot57dq1Qv/YKUhiYqJe/IihhJLoBalUivHjx2P//v28cmNjYxw8eBCDBw8WKTLN8/HxKdU1nwvi6Ogo6NdYr149ODk5UZOkBp04cQL9+vXjlf3111+idfnIzMzEyZMnERgYiKNHjyI1NbVQ96tQoQIGDRqEoUOHomfPnnj37h22bt2KjRs3FjhJdrdu3eDt7Y1BgwYpnSOT6KfMzExcvXoVly5dwunTp3Hu3LliHysuLg61atVSW2zaihJKUubl5eVh7NixOHToEK/cxMQE/v7+GDBggEiRaR5jDC4uLoiNjS3VhNLc3FzpgBh1Ty5MiocxhrZt2yIyMlJe1qBBA9y5c0f05CovLw/nz59HQEAADh8+XOg1062srNCvXz95cnn69Gn4+PjgypUrKu9Xs2ZNeHp6YsqUKbRGNBFITEws0awBVENJSBmQm5uL0aNHIzAwkFduamqKw4cPo0+fPiJFJo6SXhg/9XFATP7EsV69eqhatSoNiNEB//77r6B2/sCBAxg5cqRIEQlxHIeIiAj5GuOF7etmYmKCnj17YujQoahatSr27t2Lf/75R+W67BYWFhg/fjy8vb3RsGFDdZ0C0XHF/SFOfSgJKSNycnIwYsQIHD16lFduZmaGf//9VzAoQR/Ex8fDycmp2PdfuHAh2rVrJx8Qo2wdaKIbGGNo0aIFbt26JS9r3Lgxbt26pZU/CBhjuHfvnjy5vHnzZqHuZ2BggE6dOqFHjx5ITk7G/v378fbtW5X36dmzJ7y9vdGvXz/Ra2yJ+IrTVYhGeRNSBmRnZ8PDwwPHjx/nlVtYWODo0aPo0aOHSJGJKy4uDrVr1y72/fWl6Uaf+Pv7Y/jw4byygIAADB06VKSICi8uLg6HDx9GQEAALl26VOgv+2bNmqFOnTp48OAB7t+/r3Lf2rVrw9PTE5MmTdKb+QSJUFEHM9I8lISUAVlZWRgyZAhOnTrFK7e0tMTx48fRpUsXkSITD2MM/v7+8Pb2LnR/tE/pW9ONPuE4Dk2bNsW9e/fkZc2bN8f169d16rV+8+YN/v33XwQGBiIkJERl0/anqlWrBmtrazx69AgymUzpfpaWlpgwYQK8vLx4c2IS/fFxujWO41T+ePk43drx48fRq1cvDUYoMkZIGZKRkcF69OjBAPBu1tbW7OLFi2KHJ4rY2FjWr18/wXNSlJtEImE+Pj5inwopJfv37xe85v/++6/YYRVbamoq+/vvv9mIESOYpaVlod/nVlZWzMzMrMD9evfuzYKCgphMJhP7VImGBQcHM0NDQ6XXSYlEwiwtLdnJkyfFDlXjqIaSlBnp6ekYMGAAzp8/zyu3sbHByZMn0a5dO5EiE0dubi5+//13rFixAtnZ2cU+jj423egbmUyGRo0aISoqSl7Wpk0bXLlyRadqKRXJyspCSEgIAgMDceTIkUKvkGJoaKiyxhL4MHfnxyVK9Xk5T32SkpICBwcHhe+NWrVqYf78+ZgwYYJezmZBCSUpE9LS0tCvXz9cvHiRV25ra4tTp06hTZs2IkUmjgsXLmDmzJl48OCByv0kEgk13RAAH+agHD9+PK/sxIkTZWomBKlUiv/++0++DOTz58/Vclxra2tMmjQJnp6ecHFxUcsxiXbavXu30hWl3rx5g4oVK2o2IC1CCSXRee/evUOfPn14q34AgJ2dHU6fPo2WLVuKFJnmJSYm4ssvv8TOnTtV7le1alV8+eWXWLJkSYFreQcEBFAyqQekUikaNGjAm5anffv2uHTpks7XUirCGENkZKQ8uXz48KFajtuvXz94e3vD3d1dK0fKk5IZOHAgjh07pnDb27dv1TYtm04SrbGdEDVITk5mbdq0EfRlqVChArt586bY4WmMTCZj27dvZ3Z2dgX2/+rWrRt78+YNY4yxlJQU5uPjw5ydnXn7ODs7Mx8fH5aamirymRFN2rFjh+D9EhISInZYGnH//n22atUq1rp16xL1N/54q1+/PtuwYQNLS0sT+9SImrx7946ZmJgofc3fvn0rdoiiohpKorOSk5Ph7u6O69ev88orVqyIM2fOoHHjxiJFpll3797FrFmzBM39iixYsAC//PKLYIlDxhiSk5ORlpYGa2tr2NnZlclaKaJaXl4e6tati/j4eHlZly5dBP2Sy7qnT5/i8OHDCAwMxIULFwo1TYwyNjY2mDJlCjw9PUs0ZRcR399//61yaVJ9r6GkhJLopMTERPTs2ZM3ITPwYZ3o0NBQNGjQQKTINCcjIwMrV67E77//DqlUqnJfc3NzbN++HWPGjNFQdERXbdu2DdOnT+eVnTt3Dl27dhUpInElJCTg6NGjCAwMxOnTp5GTk1Os40gkEgwcOBDe3t7o0aOHyh9sjDEkJSUhPT0dVlZWsLe3px94WmDYsGGCVdc+RQklJZREx7x9+xY9e/bEnTt3eOVVqlRBaGgo6tWrJ1JkmnPs2DF4enriyZMnBe5bu3ZtBAYGomnTphqIjOi63Nxc1KlTB8+ePZOXubm5ISQkRMSotENaWhpOnDiBwMBABAUFIS0trVjHadiwIby9vTFu3DhYWlrKy1NTU7F79274+fkhJiZGXu7s7CwfTU4zLYgjPT0dDg4OKmfM0PeEkvpQEp3y6tUr1rBhQ0HflWrVqrHo6Gixwyt1z549Y0OHDi10P64+ffqwpKQkscMmOmbDhg2C99KlS5fEDkurZGdns6CgIDZ16lTm4OBQrH6Wtra27IsvvmBxcXEsODiYWVpayucy/HS/T+c3DA4OFvvU9dI///zDe00UzUVJfSgZ1VAS3fDy5Uv06NGDN1ceANSoUQNnz54t0/2TpFIp/Pz88P333yM9Pb1Q9/nmm2+wfPlyWoeYFFl2djZq167NW1WpT58+OHHihIhRaS+ZTIawsDAEBAQgMDCwUC0HihR2Gq+goCD07t27uOGSYhg9ejQOHDgg/7tr166CvsX6XkNJCSXRCc+fP0ePHj0QHR3NK3dyckJoaChq1aolTmAacOXKFcyYMUPQX1QZa2tr7NmzB0OGDCndwEiZ5uPjg3nz5vHKrly5grZt24oTkI5gjOHmzZsIDAxEQEAAb0lLdaCFBjQvKysLDg4OyMjIkJf9+uuvWLRoEW8/fU8oaZIsovWePHmCrl27CpJJZ2dnnD9/vswmkykpKZg1axbat29f6GSyfv36iIiIoGSSlNi0adNQqVIlXtnKlStFikZ3SCQStGjRAitWrMDdu3fx6NEj/PLLL3B1dVXL8TmOQ2ZmJvbs2aOW45GCnTp1ipdMGhgYoG/fviJGpJ0ooSRaLS4uDl27dkVsbCyvvG7dujh//jyqV68uUmSlhzGGvXv3on79+ti8ebPKJrBPDRs2DBEREahfv34pR0j0gYWFBb744gte2bFjx3Djxg2RItJNLi4u+PLLLxEeHo7nz59jw4YNcHNzK/Gk576+voW+NpCSOXToEO/vzp076/WKOMpQQkm0VkxMDLp27Sroj9SgQQOcO3cOVatWFSmy0vPo0SO4u7tj3LhxePv2rWC7oi8hiUSCH3/8EYcOHYK1tbUmwiR6YubMmahQoQKvjGopi69q1aqYPXs2QkJCkJCQgPXr1xfrOIwxxMTEFHpdclJ8OTk5OHr0KK9s+PDhIkWj3SihJFrp0aNH6Nq1K2/qEgBo1KgRzp49i8qVK4sUWenIzs7GsmXL0KRJE5w5c0aw3djYGAAEEyyXL18eJ06cwOLFi2meOqJ2VlZWWLhwIa8sMDAQt2/fFimissPOzg79+/cv0TGKO20RKbwzZ87g3bt3vLJhw4aJFI12o4SSaJ2HDx+iW7duePHiBa+8adOmOHv2rKBfl647ffo0mjRpguXLlyM3N1ewvWLFisjLyxOUN2vWDJGRkTTak5SqOXPmoHz58ryyVatWiRRN2WJlZVWi+1OLROnL39zdoUMHVKlSRaRotBsllESr3Lt3D127duVNVwIALVq0QGhoaJkaQff69WuMHTsWvXr1wuPHjwXbHR0d4ejoqLDpe+zYsQgLCyvTUyUR7WBtbY358+fzyg4ePIj79++LFFHZYW9vD2dn5yK3LkgkEjg7O8POzq6UIiPAh6VIjxw5wiuj5m7lKKEkWuP27dvo1q2bIIFq3bo1zpw5A3t7e5EiUy+ZTIZNmzahfv362Ldvn2C7oaEhBgwYgHfv3uH169eCbWvXrsVff/0FCwsLTYVM9JyXlxfKlSsn/5sxRrWUaiCRSODl5VWs+3p7e1M3l1J27tw5QT9Vau5WjhJKohVu3ryJHj16IDExkVfu6uqK06dPC5rcdNWNGzfQoUMHzJ49W9AvBwDatWuHzz77DMeOHUNWVhZvW8WKFXHmzBnMmzePvkiIRtna2sLb25tXtn//fjx69EikiMqOCRMmwMLCosijvgcMGFBKEZGP/P39eX+3adMGNWvWFCka7UcJJRHdtWvX0KNHDyQlJfHKO3TogFOnTpWJyXvT0tIwf/58tG7dGhEREYLttra2+O2332BmZqZwfrm2bdvi2rVr6Nq1qybCJURg3rx5vD5/HMfhxx9/FDGissHW1hb+/v6QSCSFTioZY5g+fTqkUmkpR6e/ZDIZAgMDeWUeHh4iRaMbKKEkorpy5Qrc3NyQkpLCK+/cuTOCg4NhY2MjUmTqwRiDv78/GjRogHXr1glGaQPA+PHjceDAAfj4+ODcuXOC7VOnTsWFCxdQrVo1DURMiGJ2dnaC5tm//vpLMEcsKbrevXsjKCgI5ubmkEgkghYIRS0SZ86cwZdffqmpEPXOxYsXBd2vKKFUjRJKIpqwsDC4u7sLmn67d++OEydO6PwIxri4OAwYMADDhw8XjFgHgHr16iE0NBTdu3fHoEGDBFMkmZiYYOvWrdi2bRtMTU01FTYhSs2fP5/Xd1cmk+Gnn34SMaKyo3fv3nj+/DnWrVsnGGxXu3ZtrFixQjCZ9tq1a2nFnFKSf3R3s2bNUKdOHZGi0RGMEBFcuHCBWVlZMQC8m7u7O8vIyBA7vBLJyclhP/74IzM3NxecHwBmamrKVqxYwd6/f89mzZqlcJ+qVauyy5cvi30qhAh88cUXvPeqkZERi4+PFzusMoXjOJaYmMji4uJYYmIi4ziOMcZYWFgYMzExEVxPIiIiRI64bJHJZKxKlSq853nlypW8fd6+fSu4br99+1akiLUDJZRE486ePcssLCwEH8Y+ffqwzMxMscMrkQsXLrCGDRsqTBIBsF69erHo6Gj24sUL1r59e4X7dO7cmb1+/VrsUyFEoVevXjEzMzPee3bWrFlih6U3tm/frvAH6KtXr8QOrcy4dOmS4Dl+8OABbx9KKIWoyZtoVEhICPr164fMzExeef/+/REYGAhzc3ORIiuZxMRETJ48GV26dFE4P5+joyP279+P4OBgvH79Gq1atcLly5cF+82dOxdnzpwpc5O3k7LD0dERM2bM4JVt374dz58/Fyki/TJ58mR4enryyl68eAEPDw/k5OSIFFXZkr+5u2HDhqhfv75I0egQsTNaoj+Cg4MFNRsA2ODBg1lOTo7Y4RWLTCZj27dvZ3Z2dgprGyUSCfP09GSpqamM4zi2fv16ZmRkJNjP3Nyc/fnnn2KfDiGF8uLFC2Zqasp7D3t5eYkdlt7Izc1l3bp1E1xHpk2bJm8eJ8XDcRyrUaMG73n9/vvvBftRDaUQJZREI4KCggR9fwAwDw8PlpubK3Z4xXL37l3WuXNnpc3bLVu2ZFevXmWMMZaZmckmTJigcL9atWqxGzduiHsyhBTR7Nmzee9jMzMz9vLlS7HD0htv375lNWvWFFxPNm7cKHZoOi0iIkLwnN66dUuwHyWUQtTkTUrdv//+iyFDhgjWqR41ahT27dsHY2NjkSIrnszMTCxevBjNmzfHf//9J9hubW0NHx8fREREoHXr1njy5Ak6deqE3bt3C/bt1asXIiMj0bx5cw1EToj6fPXVV7zPbnZ2Nn777TcRI9IvDg4OOHz4sKCbkLe3Ny5cuCBSVLov/2TmLi4uaNKkiUjR6BZKKEmpCggIgIeHB/Ly8njlY8eOxV9//aVzyWRQUBAaNWqEn3/+WeGkwiNGjMCDBw/g7e0NQ0NDnDlzBq1atcL169cF+3799dc4fvx4mVlSkuiXGjVqYNKkSbyyTZs2KVx7npSO5s2bY+fOnbwyqVSK4cOH4+nTpyJFpbsYY4L+kx4eHrQyWWGJXUVKyq4DBw4wQ0NDQbPAhAkTmFQqFTu8Inn27BkbNmyY0uZtJycndvz4cfn+HMex1atXMwMDA8G+VlZW7NChQyKeDSHqERsbK/iMf/XVV2KHpXe+/vprwXWmRYsWOj8Fm6bdvHlT8DxGRkYq3JeavIUooSSlYu/evQqTqSlTpjCZTCZ2eIWWl5fH1qxZo3DOTADM2NiYffPNN7wLd1paGhsxYoTC/evWrcvu3bsn4hkRol6TJk3ivcctLS1ZQkKC2GHpFalUyvr27Su43owZM4YG6RTBt99+K+jfruz5o4RSiBJKonZ79uxRmEzOmDFDp5LJ8PBw1rx5c6W1kl27dmX379/n3efRo0esUaNGCvcfNGgQS01NFelsCCkd0dHRgs/7N998I3ZYeiclJYXVrVtXcN1ZvXq12KHpjPr16/Oeu4ULFyrdlxJKIUooiVpt376dSSQSwQdtzpw5OvNLOSUlhc2aNUvheQBgFSpUYLt27RKcz9GjR1m5cuUE+0skErZy5UqdSqYJKYpx48bx3vM2NjYsOTlZ7LD0zoMHD5iNjQ3vtTAwMGAnTpwQOzStd+/ePcG1W9VqZZRQClFCSdRmy5YtChOwefPm6UQyyXEc27t3L6tUqZLSWsmpU6eyxMRE3v1kMhlbtmyZwv1tbW1ZUFCQSGdEiGY8ePBA8ANs2bJlYoell44ePSp4LcqVK8cePXokdmhabfny5bznrGrVqiorASihFKKEkqjFhg0bFCZUixYt0olkMioqirm5uSlNJBs3bswuXrwouF9qaiobOHCgwvs0adKERUdHi3A2hGje6NGjBT+m3r17J3ZYeumHH34QXI8aNGhAr4cKTZs25T1f3t7eKvenhFKIEkpSYj4+PgoTqsWLF2t9MpmVlcWWLl2qcNJ1AMzCwoKtXr1a4eTrd+/eZS4uLgrvN2rUKJaeni7CGREijjt37gg+B6tWrRI7LL3EcZzCgYGDBg2irjcKPHr0SPBcnT9/XuV9KKEUooSSlMhvv/2mMKH6/vvvtT6ZPH36tNKEEAAbOHAgi4+PV3jff/75h1laWgruY2BgwH777TetP3dCSoOHhwfv82Bvb8/S0tLEDksvpaenC2rdPl6bCd9PP/3Ee44qVapU4NR2lFAKUUJJii3/h/DjbcWKFWKHptKrV6/Y2LFjlSaS1apVY4GBgQqTwry8PPbll18qvF+FChXYmTNnRDgjQrTDjRs3BJ8LGmUsntjYWGZvby94Tfz9/cUOTau0atWK9/zMnDmzwPtQQilECSUplpUrVypMqn766SexQ1NKKpWyjRs3KhyJDYAZGhqyhQsXKq1RSUhIYD179lR439atW7MnT55o+IwI0T6DBg3ifTYcHBxogm0RnTlzRjD5vKWlJbt9+7bYoWmFuLg4wfU8JCSkwPtRQilECSUpEo7j2NKlSxUmVb/++qvY4Sl1/fp11rZtW6W1ku3atWM3b95Uev9r166xmjVrKrzvpEmTWFZWlgbPhhDtdfXqVcFnZM2aNWKHpdfWrVsneE1q167NkpKSxA5NdPm7bdnb27O8vLwC70cJpRAllKTQOI5jS5YsUZhUrV27VuzwFHr//j2bP3++wonWgQ8jUTdv3qyyo/ru3buZmZmZ4L7GxsZs48aN1F+SkHzyr9ri6OjIMjMzxQ5Lb3EcxyZOnCi4hvXs2bNQyVNZ1q5dO95zMmXKlELdjxJKIUooSaFwHMcWLVqkMClbv3692OEJcBzH/P39WdWqVZXWSo4bN469fv1a6TFyc3OZp6enwvtWrlyZXbp0SYNnRIjuCAsLE3xm/Pz8xA5Lr2VlZSlspVmwYIHYoYnm2bNnguejsJPAU0IpRAklKRDHcWz+/PkKE6stW7aIHZ5AbGws69+/v9JEsm7dugUOnnn16hXr1KmTwvt37NiRvXz5UkNnQ4hucnd3531uqlatyrKzs8UOS6+9ePGCOTo6Cq5pe/bsETs0UeSf8q5cuXIsJyenUPelhFLIAISowBjD3LlzsXbtWl65RCLB9u3bMX36dJEiE8rNzcXPP/+MRo0aISgoSLDd1NQUK1aswO3bt9GjRw+lx7l8+TJatWqFixcvCrbNmTMHoaGhqFy5slpjJ6Ss+e6773h/v3jxArt27RInGAIAqFKlCgICAmBiYsIrnzZtGq5evSpSVOLx9/fn/T148GDBc0OKQOyMlmgvmUzGZs6cKfgVJpFI2K5du8QOj+fChQusUaNGSmsl3d3dC1y1huM4tmnTJmZsbCy4v6mpqdadMyHarlu3brzPUY0aNQpdA0RKzx9//CG4xlWtWpW9evVK7NA05tWrV4IlKo8cOVLo+1MNpRAllEQhmUzGpk6dKvjAGBgYsL1794odnlxCQgKbPHmy0kTS0dGR7d+/v8CBM1lZWUqPU6NGDRYZGamhMyKk7AgNDRV8nv744w+xwyKMKewf3rFjR71J+Ddt2sQ7dysrqyLN1kEJpRAllERAKpUqHBFoaGjIDhw4IHZ4jLEPtYk7duxQOGnvx1rUOXPmsJSUlAKP9fTpU9amTRuFx3Fzc2MJCQmlf0KElEEcx7GOHTvyPlO1a9fW+5HF2iA3N1dQgwyATZs2TS9mrnBzc+Od9+jRo4t0f0oohSihJDx5eXls3Lhxgg+KkZERO3TokNjhMcY+rKHduXNnpbWSLVq0YBEREYU61tmzZ5mDg4PC4yxatIi++AgpoZMnTwo+W7t37xY7LMI+JEWK5tfduHGj2KGVqoSEBMFk70X9fqOEUogSSiKXl5fHRo8eLfiQGBsbs8OHD4sdHsvIyGBff/01MzIyUpgAWltbMx8fn0IlgRzHsTVr1gguKsCHVSS0pSaWEF3HcRxzdXXlfcbq1q1b4FrJRDNu3LjBzM3NBRUI58+fFzu0UpO/D6mFhUWRV3OihFKIRnkTAEBeXh5Gjx6N/fv388pNTEwQEBCAwYMHixTZB0FBQWjUqBF+/vlnSKVSwfYRI0bgwYMH8Pb2hpGRkcpjZWRk4LPPPsOCBQsgk8l42+rUqYPw8HCMHDlSrfEToi8YY0hMTER8fDwSExMBCEd8P3r0CP/8848Y4ZF8mjdvjp07d/LKpFIphg8fjqdPn4oUVek6dOgQ7+++ffvCwsJCpGjKDkooCXJzczFy5EjBFAqmpqY4cuQIBgwYIFJkwPPnz+Hh4YEBAwYgPj5esN3JyQlBQUH4559/ULVq1QKPFxMTgw4dOmDfvn2Cbf3798fVq1fRuHFjdYROiF5JTU2Fj48PXFxc4ODgACcnJzg4OMDFxQXR0dFo2rQpb/8ffvgBHMeJFC351KhRo/D111/zyhISEjB06FBkZmaKFFXpSElJwZkzZ3hlw4cPFymaMkbsKlIiruzsbDZw4EBB1b2ZmRk7ffq0aHHl5eWxtWvXMisrK4XN28bGxmzJkiVFaqY4fvw4s7W1VXi8pUuXqlx+kRCiXHBwMLO0tGQSiUQwFcvHMkXLlx48eFDs0Mn/SKVSwZKZANjYsWPL1CCd3bt3887P1NSUvX//vsjHoSZvIUoo9VhWVpbCC4iFhQULDQ0VLa4rV66w5s2bKx1006VLF3bv3j3efTiOYwkJCSwuLo4lJCTwLoAymYytXLlS8EUHgNnY2LCjR49q+hQJKTOCg4OZoaEhMzAwUPqZBaBwe9OmTemHnBZJSUlhdevWFbxOq1evFjs0tRk0aBDv3AYNGlSs41BCKUQJpZ7KyMgQLI2G/w1IEaszdkpKCps1a5bCxA8As7e3Z7t27eIliykpKWzdunXM2dmZt6+zszNbt24de/LkCRs8eLDC4zVs2JA9evRIlHMlpCxISUlhlpaWBSaTn9ZW5i8LDAwU+zTIJ+7fv8+sra0FPwaCg4PFDq3E3r9/z0xNTXnnVtwZByihFJIwxpjixnBSVmVkZGDQoEEIDQ3llVtbWyM4OBgdOnTQaDyMMezfvx/z58/HmzdvFO4zZcoU/PLLL7C3t5eXnTx5Eh4eHvI+Pp++lSUSCe/4+Q0fPhw7d+6ElZWVuk6DEJ3HGINMJoNUKuXd8vLyBGVSqRR79uzB77//rvAzVlgtW7ZEZGQk7zNLxHX06FEMHjyY97ra2tri6tWrqFOnjoiRlcz+/fsxZswY+d/GxsZ48+YNypcvX+RjJSQkoGLFiryyt2/fwsHBocRx6irVw2FJmZOeno7+/fvjwoULvHIbGxucOnUKrq6uGo0nOjoas2fPRkhIiMLtjRo1wubNm9GpUyde+cmTJ9G/f3+wD7Xsgvsp+4IzMDDATz/9hEWLFtEXGFFKUWKlLKnSxHZNPXb+WQ9Kg0Qi4X0+r1+/juPHj6N///6l/tikcAYOHIiVK1fi22+/lZelpqZi8ODBCA8Ph7W1tYjRFV/+0d09e/YsVjJJFKMaSj3y/v179OvXD5cuXeKV29ra4vTp02jdurXGYsnOzsYvv/yCn376CTk5OYLt5ubmWLZsGebPnw9jY2PettTUVFSrVg1ZWVlFGiVqa2uLf/75B+7u7iWOX1/kT6z0IanSVGJF/l/btm0RHh5OP/K0CGMMI0eOFCRhgwcPRkBAAAwMdGuSmIyMDDg4OCArK0te9scff2DKlCnFOh7VUApRDaWeePfuHfr06YPw8HBeuZ2dHUJCQtCiRQuNxRISEoLZs2cjOjpa4fYBAwbAz88PtWrVUrh99+7dyMzMLHIzm7e3d7GTyU8TK31JqiixIpoSERGB06dPo1evXmKHQv5HIpFg586diIqKwp07d+TlR44cwfLly7F8+XIRoyu64OBgXjJpaGgo+vzKZQ3VUOqBlJQU9OrVC5GRkbzyChUqICQkBM2aNdNIHK9fv8bChQvx999/K9xerVo1+Pr6YsiQIUprKhhjcHFxQWxsbJETSjMzMzRv3lxlQqUs6aLEihD1qlmzJp48eSL/u0OHDrh48SLVUmqZuLg4tG7dGsnJybxyf39/DBs2TKSoim7MmDG8hTvc3NyUdrUqDKqhFKKEsoxLSkqCu7s7bty4wSuvWLEizpw5o5FJvDmOw5YtW7B48WK8e/dOsN3Q0BBz587FsmXLCuybk5iYqNcfWKKdjIyMYGBgAENDQ0gkEnlS9LGP78cabplMplOTeVtbW6N8+fKws7ODvb097O3t4eDgAAcHB9jb2+OHH37A27dvi/TjTiKRoHbt2li8eDGmTp3K23bmzBn06NFD3adBSig0NBS9evXi/bC2tLREeHi4TiwEkZ2dDQcHB6Snp8vLNm3ahJkzZxb7mJRQClGTdxmWkJAAd3d33Lp1i1fu6OiI0NBQNGjQoNRjuHnzJmbOnIkrV64o3O7q6orNmzejefPmhTrepxcEol0MDAxgZGSk9GZsbMz7OyMjA48fPy7UsSUSCXr37g0nJ6dCH78o2w0NDZGTk4OMjAykpaXJb+/fv8f79+/x7t07pKamIiUlBampqUhOTkZycrK8CU0qFS4Hqk0MDAx4SWGFChXk/1dWZmdnBxMTE5XHlclkmD9/fpHj8fb2xueff46VK1fyailXrlxJCaUW6tGjB37//XfMmzdPXpaRkYHBgwfj6tWrsLOzEy+4Qjh16hTvu0MikWDIkCHiBVRGUQ1lGfX27Vu4ubnh7t27vPIqVaogNDQU9erVK9XHT0tLw9KlS+Hj46OwRsbW1hY///wzpk2bVqTO3bpQQ5k/sSpJoqOuY5T29o81dIVV1IFVBgYGMDc3x/Pnz2Fra6tyX6lUiuTkZCQmJiIpKYl3U1aWnJysM90aTE1NFSaEqhLFcuXKlcogipK+jlu2bBHUEp0/fx5dunRRe6ykZBhjmDRpEnbv3s0rd3d3x/Hjx2FkpL31UxMmTMCePXvkf3fp0gXnz58v0TGphlKIEsoy6NWrV3Bzc8ODBw945dWrV0doaGipziPGGENgYCC8vb3x4sULhft89tln+P3331GpUqViHb+4fSgdHBywatUqQXKkzmTL0NBQ50Y/isHHxwfz588vclPp559/jrZt26pMFBV1q9BWNjY2hUoIP/3bwsJCq/oZfjqFV0FJpUQiQXBwsHzwTU5ODurUqYPnz5/L9+nZsydOnz5dqjGT4snOzkbXrl0RERHBK1+wYAF+//13kaJSLTc3FxUrVuRdF3x8fODt7V2i41JCKUQJZRnz4sUL9OjRA48ePeKV16xZE2fPnoWTk1OpPXZ8fDy8vLxw7NgxhdtdXFywadMmuLm5lehxipuMrFu3rsQXEVJyJflRoK0+NikXpeawME3KukLVIgP5HTt2jDfn5Pr16+Hl5cXbJywsDO3bty+dYEmJvHjxAq1bt8br16955Xv27MH48eNFikq5EydOoF+/fryyZ8+eoVq1aiU6LiWUQpRQliHPnj1Djx49BP3SnJyccPbsWdSsWbNUHjcvLw9r1qzB8uXLedMyfGRqaoolS5bgyy+/hJmZWYkfrzSbS0np0/ZuC4qalAuqOSytJmVdkpqaij179sDX1xcxMTHycgMDA97ntGbNmrh37x4sLS0BfKj1ql27Nl69eiXfp2/fvjh+/LjmgidFcvnyZXTr1g25ubnyMlNTU1y8eFGj8xkXxtSpU7F9+3b53+3bt0dYWFiJj0sJpRAllGXEkydP0L17d8TFxfHK69Spg9DQUFSvXr1UHve///7DrFmzcO/ePYXbe/bsiY0bN8LFxUWtj1vYZjYDAwNIJBIcP36c5rjTEvHx8aVaU/6pT5uUC9OcrI1NyrqGMYbk5GSkpaXB2toa//77LyZPnszbZ9GiRVi9erX877Vr12LBggW8fa5evap1yQn5f9u3bxeM0q9WrRoiIyOL1Z2pNEilUjg6OiIpKUle9ttvv2HhwoUlPjYllEKUUJYBsbGx6NGjB2+0JADUrVsXoaGhqFq1qtofMzExEV999RV27NihcHulSpWwbt06jBo1qtS+nE+ePIlhw4bJm9k+9fExLSwsEBAQQMmkFilpDWXbtm3h6OhYYKJoZ2cnWGWJaB5jDN27d+cNgjA0NMS1a9fkc+BmZmbCyckJb9++le8zaNAgHDlyROPxksLz9PTEhg0beGUdO3ZEaGioVnTnOHPmDHr27Mkri4uLU7poRlFQQqkAIzotOjqaVa9enQHg3Ro0aMBevnyp9sfjOI7t3LmT2dvbCx4TAJNIJGz27NksJSVF7Y+tyL59+xTG4ezszHx8fFhqaqpG4iCFx3Ecc3Z2ZhKJROFrp+wmkUiYs7Mz4zhO7FMgRfTgwQNmYmLCez1dXV2ZVCqV77N69WrBa37jxg3xgiYFys3NZV27dhW8btOnTxc7NMYYYzNnzuTF1apVK7Ud++3bt4Lzfvv2rdqOr4v0u9OPjnv06BG6du2KZ8+e8cobN26Ms2fPonLlymp9vPv376Nbt26YNGkSrwnhoxYtWiA8PBwbNmzQWF/Fly9f8v5u1aoVEhMTER0dDW9vb5QrV04jcZDCk0gkgkEYheXt7U3N0Tqofv36+Prrr3llV65cwdatW+V/z5o1C/b29rx9fvjhB43ER4rH2NgYBw8eFPTP37p1KzZv3ixSVB/IZDIEBgbyyoYPHy5SNHpC7IyWFM/9+/eZo6Oj4BdS06ZN1f4rKSMjgy1evJgZGRkprDmysrJi69atY3l5eWp93MKYMWMGL5aJEydqPAZSdCkpKczS0rLQtZQGBgbM0tJSYzXfRP2ysrKYi4sL73W1sbHhtaSsWrVK8NrfuXNHxKhJYdy4cYOZm5vzXjcjIyN24cIF0WI6f/684L306NEjtR2faiiFqIZSB929exfdunUTTNvQokULhIaGqrUPx/Hjx9GoUSP89NNPClcD8fDwwMOHDzF37lxRJraNjo7m/V23bl2Nx0CKztbWFv7+/oWaNujjwKqAgAAapa/DzMzMBLVW79+/562+4unpKXiNqZZS+zVv3hw7d+7klUmlUgwfPlzQgqYp/v7+vL+bNm2q9sGhhI8SSh1z+/ZtdO/endd5HQBat26NM2fOCJqMiuv58+cYPnw4+vfvj/j4eMH2WrVqISgoCIcOHSqVQT+FlX++TUoodUdB01h9XBPb3NycRumXET169MDnn3/OK/vnn39w4sQJAB9G5X+aYH7c/vDhQ02FSIpp1KhR+Oqrr3hlb9++xZAhQxQOnCxNHMcJEkpq7tYAsatISeFdv36d2dnZCarZXV1d1dYUmJeXx9auXcusrKwUNj0aGRmxxYsXs4yMDLU8XklkZGQI4rt165bYYZFC8vLyUtnMTQOryqa3b98KrmO1atWSX1OSk5OZjY0Nb/u4ceNEjpoUhlQqZX379hV8lseOHavRwXRhYWGCGO7du6fWx6AmbyFKKHXE1atXma2treAN3LFjR/bu3Tu1PMaVK1dYixYtlH7Bd+7cmd29e1ctj6UOt27dEsSoDYkuKdj79++ZtbW14PVbsWIFi4uLY4mJiTSauwzbvn274LX/6quv5Nu//fZbQR9adfZ/I6UnJSWF1a1bV/D6/vrrrxqLYeHChbzHbtCggdofgxJKIUoodUB4eDgrV66c4M3bpUsXlpaWVuLjp6SksNmzZysdIGFvb8927typdV/wBw8e5MVZvXp1sUMihbRx40aF77WoqCixQyMawHEc69Kli6D14/bt24wxxhITEwWtJJMmTRI5alJY9+/fF/xgNDAwYMHBwaX+2BzHsZo1a/Ie+9tvv1X741BCKUR9KLVcWFgY3N3deQvbA0D37t1x/PhxWFlZFfvYjDHs27cP9evXx8aNGxUOkJg8eTKioqIwceJErZuuhfpP6ibGGNavXy8od3FxoddQT0gkEmzevJk38bxUKsX06dPBcRzs7e0xZ84c3n327NkjWAmMaKcGDRpg7969vO8MjuMwevRowdLA6nb9+nXBIh/Uf1IzKKHUYv/99x969+6NtLQ0Xrm7uzuOHTsmXwu3OKKjo9G7d2+MHTsWb968EWxv1KgRLly4gO3bt6ttoI+65U8oaQSfbjh37hzu378vKB8wYIAI0RCxNGjQQDA3ZXh4uHxuygULFsDCwkK+TSaT4aefftJojKT4Bg4ciJUrV/LKUlNTMXjwYMF3mjodOnSI97ezszOaNm1aao9H/h8llFrq7Nmz6NOnD9LT03nlffr0wb///su70BZFTk4OVqxYgSZNmuD06dOC7ebm5vj5559x/fp1dO7cuViPoSk0ZZBuUlQ7CXz4AiL6ZcmSJahTpw6v7Ouvv8br169RsWJFzJw5k7dt165dePr0qSZDJCWwZMkSQe3g/fv3MX78eHAcp/bHY4wJEsrhw4drXetamSVuiztR5PTp04JJYgGwAQMGsOzs7GIfNyQkRGFn6Y+3/v37s7i4OPWdSCmrUKECL/5jx46JHRIpwNOnT5mhoaHgvWdjY8Nyc3PFDo+I4PTp04L3w+jRoxljjL18+ZKZmZnxts2ePVvkiElRpKWlsSZNmghe46VLl6r9sRQN1IyIiFD74zBGfSgVoRpKLRMcHIwBAwYgKyuLVz5kyBD4+/vD1NS0yMd88+YNxo0bh549ewqaiQGgatWqCAgIwNGjR1GrVq3ihq5RycnJSExM5JVRk7f227JlC2QymaC8T58+vP50RH/07NkT48aN45Xt378fwcHBqFy5MqZNm8bb9scff+DFixeaDJGUgJWVFY4cOQI7Ozte+fLlywVLI5ZU/trJGjVqoHXr1mp9DKKC2Bkt+X/Hjh1jJiYmgl89Hh4exaq9kclkbNOmTQpHiANghoaGbMGCBez9+/elcDalKzw8XHAuVMOl3bKzs5mDg4PC9+Kff/4pdnhERG/evGHly5fnvSecnJxYRkYGe/bsmeC6OHfuXLFDJkUUEhIiaJ2wsrKSL63JcRxLSEhgcXFxLCEhoVizijRs2JB3/AULFqj7NOSohlKIEkotcfjwYWZsbCx4g44aNapYidLNmzeZq6ur0ubttm3bshs3bqj/RDTkzz//5J2Pi4uL2CGRAuR/zT7eDAwMWEJCgtjhEZH98ccfgvfG119/zRhjbNasWbxyMzMz9urVK5EjJkW1bt06wWtcs2ZN9uOPPzJnZ2deubOzM1u3bl2hF+24f/++4NiXLl0qtXOhhFKIEkotcOjQIWZkZCR4c3722WcsLy+vSMd6//49W7BggcJ+agBYuXLl2KZNm5hUKi2ls9GM7777TtD/k2i3du3aKXxPduzYUezQiBaQyWSsU6dOvPeGkZERu3PnDouPjxdcI7/44guxQyZFxHEcmzBhgsLrQP55kCUSCZNIJMzS0rJQ81euXLmSd/8qVaowmUxWaudCCaUQ9aEU2YEDBzBq1ChIpVJe+cSJE7F7924YGRkV6jiMMQQGBqJhw4ZYs2aNwn5qn332GR4+fIiZM2fC0NBQLfGLhaYM0i2RkZEIDw9XuI2mCyIAYGBggC1btgjmppwxYwaqV6+OiRMn8vbfuHEjEhISNBwlKYmP84+2bdtWsI3lmweZfajwQlZWFvr374+TJ0+qPHb+/pPDhg2DgQGlOJpEz7aI/v77b4wdO1aQ/E2dOhXbt28vdNIXHx+PQYMGYdiwYXj+/Llgu4uLC0JCQvDXX3/B0dFRLbGLjaYM0i0bNmxQuo2mCyIfNWzYEF9++SWvLCwsDH/88QcWL17MuyZmZmZizZo1mg6RlJCZmRl27txZ6Kl8OI4DYwweHh5ITU1VuM/jx49x69YtXhlNZq55lFCKZM+ePQrn4po5cya2bNlSqF9WeXl5+OWXX9CwYUMcO3ZMsN3ExATLli3D7du34ebmprbYxcYYo1VydEhSUhL27duncFutWrXQsGFDDUdEtNk333wDZ2dnXtlXX30FCwsLwWjw9evXIzk5WZPhETVQNAeyKhzHITMzE3v27FG43d/fn/d3xYoV0alTp2LHR4qHEkoR7NixAxMnThQkk56enti4cWOhksmLFy+iRYsW+PrrrwVTDAEfpuK4e/culi5dCjMzM7XFrg1ev34tmPCdmry11/bt25GTk6Nw24ABA2jSYcJjbm6OTZs28cpSU1OxYMECLFmyhHd9TE9Px7p16zQcISkJxhj8/PyKdV9fX1+FSwTnTyiHDh2q8926dBEllBq2ZcsWTJkyRfChmD9/Pnx9fQv8ck1KSsLUqVPRuXNn3Lt3T7C9UqVK+Pvvv3Hq1Kkym2Tlr500MzNDtWrVRIqGqCKTybBx40al26m5myji7u6OsWPH8sr27duH+Ph4jBkzhlfu4+OjtCmUaJ+kpCTExMQoTAxVYYwhJiZGUCP95MkTXL16lVdGzd3ioIRSgzZs2CBYSgwAFi1ahN9//11lMskYw65du1CvXj1s375dsF0ikWD27Nl4+PAhxowZU6ZrffL3n3RxcaHO11oqKCgIT548UbjN0tISXbt21XBERFesWbMGtra2vLJZs2Zh4cKFvOvb+/fvi13jRTQvf+tSUeVfBzx/7aSdnR1dV0RC38Ia4uPjA09PT0H5kiVL8Msvv6hMAO/fv49u3bph0qRJSEpKEmxv3rw5Ll++jA0bNgguwGUR9Z/UHaoG4/Tq1atYKz8R/VCpUiWsXr2aVxYbG4tDhw5hxIgRvPK1a9fi/fv3mgyPFENOTg727t1bomNYW1vz/s6fUA4ZMoRW3RIJJZQa8Ntvv2HevHmC8qVLl+KHH35QmkxmZmZiyZIlaNasGS5cuCDYbmVlhbVr1+Lq1atwdXVVd9hai6YM0g1RUVE4deqU0u00XRApyJQpU9CxY0de2erVqzF69GheWUpKisofL0RcHMdh3759aNCgAb799ttiHUMikcDZ2Zm3hOOLFy8QFhbG28/Dw6NEsZISEGf6S/3x448/KpzEdeXKlSrvFxQUxJycnJSudOPh4cGePXumobPQLg0aNOA9Fzt27BA7JKKAt7e30vcvAPb69WuxQyQ64O7du4JJzTt16sSGDBnCK6tQoQJLS0sTO1yST0hICGvVqpXKa0FhbhKJhPn4+PCO7efnJ1i4Izs7WyPnRRObC1ENZSlauXIllixZIij/6aeflP5Ke/HiBUaMGIH+/fsjLi5OsL1WrVo4duwYDh06pJcDUWQyGWJiYnhl1OStfdLT07Fr1y6l29u2bYtKlSppLiCisxo1aoRFixbxyi5evIgmTZrwyhITE7F582ZNhkZUuHXrFvr06YOePXvi2rVrJTqWgYEBLCws8Pnnn/PK809mPnDgQOpGIyaxM9qyiOM49v333yv8lfXbb78pvE9eXh5bt24ds7KyUng/IyMjtnjxYpaRkaHhs9EusbGxgufmzZs3YodF8tm0aZPK2oYVK1aIHSLRIRkZGax27dq895CtrS1zd3fnlVWqVEnvr5Fii4+PZ+PHjxcspfjprWPHjmzNmjXM0NBQ5X4AmIGBATM0NGQnT57kPc7r16+ZgYEBb9/Dhw9r7DyphlKIEko14ziOLV68WOEHY926dQrvc+XKFdaiRQulH6hOnTqxu3fvavhMtFNwcLCgiYPjOLHDIp/gOI41atRI5ZfEjRs3xA6T6Jj8n30ArHfv3oW+zpLSlZSUxBYuXMhMTU2Vfu7r16/PDh8+LL9mBwcHMxMTE6VN3B/X8s6fTDLG2ObNm3n7W1passzMTI2dLyWUQpRQqhHHceyLL75Q+OHYsGGDYP/U1FQ2Z84cpb/Q7O3t2Y4dO0p1gXtdk7/PTJs2bcQOieRz9uxZlclk1apV6UcAKZYxY8YI3k+tW7fm/V25cmWWlZUldqh6Iysri61evZrZ2toq/cxXrlyZbd26leXl5QnuP3bsWIX3cXZ2Zj4+Piw1NVXh4/bs2ZO3/6hRo0r7VHkooRSihFJNOI5j8+bNU/jB2LJli2Dfffv2MUdHR6UfwMmTJ7OEhASRzkZ7eXl58Z6nzz77TOyQSD7Dhw/nvUbm5ua8v2fMmCF2iERHvXr1SpC4VK1atVA/4Il6SaVStmvXLla9enWl32PW1tbshx9+YOnp6UqP07FjR959lixZwhITE1X+6ExMTGSGhoa8+x08eLA0TlMpSiiFKKFUA47jmKenp8Iq++3bt/P2jY6OFvT7+fTWsGFDduHCBZHORPvlb+JatmyZ2CGRTzx79kxwoc9fA3/06FGxwyQ6LH9TJwBWq1Yt3t/VqlXT2GhffcNxHDt+/Dhr0qSJ0u8xY2Nj5uXlVagEy8HBgXfff//9t8D7bN++XfCjVVXSWhoooRSiUd4lxHEcZs2ahfXr1/PKDQwMsGvXLkyePBnAhwldV6xYgcaNG+P06dOC45ibm+Onn37CjRs30LlzZ43ErotoUnPttmXLFshkMvnfpqamvCXWzM3N4ebmJkZopIyYNm0a2rdvzyt79uwZ7+/nz59j9+7dmgxLL0RGRsLNzQ39+vXDnTt3FO4zatQoPHjwAL6+vnBwcFB5vNTUVCQkJPDKCnNNzz+Zed++fWFpaVng/UgpEzuj1WUymYxNmTJF8CvFwMCA7d27V77fmTNnWN26dZX+muvXrx+LjY0V8Ux0Q3Z2tmBUX2RkpNhhkf/Jzs5mFStW5L0+derU4f09YMAAscMkZcDt27cFc1Pa2NgIai1zc3PFDrVMePz4MRs1apTS7zAArHv37iwiIqJIx42IiBB8d+bk5Ki8T0pKCjM2Nubd79PvW02hGkohqqEsJplMhsmTJwvW1TY0NMS+ffswduxYvHnzBuPHj4ebm5ugZg0AqlatCn9/fxw7dgxOTk6aCl1nxcbGguM4XhmtkqM9/P398fbtW17ZmzdveH/T6jhEHZo0aYIvvviCV5Z/6cX4+Hj89ddfmgyrzElISIC3tzcaNGiAAwcOKNynSZMmOH78OM6cOYM2bdoU6fj5vxednJxgYmKi8j7Hjh1DXl6e/G8TExO6rmgJSiiLQSqVYsKECYImFSMjIxw4cADDhw/Hli1bUL9+fYUXNAMDA8yfPx8PHjzAsGHDVK7jTf5f/otPpUqVYGNjI1I0JL/83T6aN2+OtLQ0Xhld+Im6fPfdd4If4oaGhry/V61aBalUqsmwyoSMjAz88MMPcHZ2hp+fHy+B+6h69erYtWsXbty4gb59+xbre6w4XZjyT2beq1cv+h7QEpRQFlFeXh7GjRsnWODe2NgYhw4dQp06ddCxY0fMnDkTqampgvu3bdsWkZGRWLNmjWCRe6JadHQ072/qP6k9rl+/jsuXL/PKqlevzvu7RYsWqFq1qibDImWYhYUFNm7cyCv7tP8uAMTExGD//v2aDEunSaVSbNu2DS4uLvjuu+8EPwgBwNbWFqtXr0ZUVBQmTJggSOKLIv81vaAWp7S0NAQHB/PKhg8fXuzHJ+pFCWUR5ObmYsyYMYKqfxMTE/z999+4cOECWrVqhfDwcMF9y5Urh40bNyIsLAwtWrTQVMhlCg3I0V4bNmzg/V21alVERUXxyqh2kqhbnz59MGrUKJX7/PDDD4JEk/AxxnDkyBE0adIE06dPx6tXrwT7mJiYYOHChYiJicGiRYtgbm5e4sct6jX9+PHjyMnJkf9tZGSEQYMGlTgOoh6UUBZSbm4uRo4cKRhdZmpqiq+//hrz58/HmjVrFF64xo4di4cPH2LWrFkl+jWn7/JffKj/pHZISkrC33//zSsbMWKE4PWihJKUhrVr16JcuXJKt0dFReHgwYMajEi3XL58GZ07d8aQIUPw8OFDwXaJRILx48fj0aNH+O2332BnZ6eWx2WMFTmhzN/c7ebmhvLly6slHlJylFAWQk5ODjw8PHDkyBFeuZmZGVq0aIEVK1bg+fPngvu5uLjg9OnT2Lt3LxwdHTUVbplFNZTaaceOHcjOzpb/bWxsLPjSqVSpElq3bq3p0IgeqFy5Mn7++WeV+/zwww+CAX36LioqCsOGDUOHDh1w6dIlhfv07t0bN27cwJ49e1CzZk21Pv6bN28ETeqqrumZmZk4fvw4r4yau7ULJZQFyMrKwpAhQ3Ds2DFeubGxMRhjCpu3TUxMsHTpUty+fRs9e/bUVKhlWnp6uqAZhhJK8clkMkE/thEjRuDcuXO8sv79+8PAgC43pHRMnz4d7dq1U7r93r17CAwM1GBE2uvVq1eYOXMmGjVqpPQ5admyJUJCQhAcHIxmzZqVShz5+0+ampoK+l1/Kjg4GJmZmfK/DQwMMHjw4FKJjRQPXeFVyMzMxKBBgwSdgA0MDJCXl8fry/GRm5sb7ty5g2XLlsHMzExToZZ5+S8+EokEzs7OIkVDPjpx4gTi4+N5ZRMnTsSFCxd4ZdTcTUqTgYEBtmzZorJL0cqVK3mT7OubtLQ0fP/996hTp45gAYKPnJyc8Pfff+Pq1aulvgBB/hanOnXqqPzRmb+7Wbdu3QqcOJ1oFiWUSmRkZGDAgAEICQkRbFPUdFKxYkXs3bsXp0+fppqzUpD/4lOjRg1K2LVA/qmCWrZsiZSUFN5ULSYmJnB3d9d0aETPNG3aFAsXLlS6/datWzh69KgGI9IOeXl52LBhA5ydnbFy5UpeLd9H9vb2WLduHR48eIAxY8ZopDWhKF2YcnJyBK+dh4dHqcRFik/vE0rGGBITExEfH4/ExEQwxpCWloa+ffvi7NmzBd5fIpFg1qxZePjwIcaOHUtzSpYS6j+pfR49eoSTJ0/yyubMmSPoHtK9e3dYWVlpMjSip77//nvUqlVL6fYVK1boTS0lYwz//PMPGjZsCE9PT8ESh8CHpVCXLFmCmJgYzJ07F6amphqLryjTwJ0+fZrX31IikWDo0KGlFhspHr1NKFNTU+Hj4wMXFxc4ODjAyckJDg4OcHZ2RtOmTfHff/8VeIzmzZvj8uXL2LhxI400K2U0B6X22bRpE+9vOzs7jBw5UtBxnpq7iaZYWloK+vR+6tq1a4IuTGXRuXPn4OrqilGjRuHx48eC7QYGBpg6dSqio6OxatUqlaPkS0tRZu3IP7q7Y8eOqFy5cqnERYpPLxPKkydPolq1apg/fz5iY2N52+Li4gR9wvKztLTEmjVrcPXqVbi6upZipOQjmjJIu6Snp2Pnzp28silTpuD27dtISkrilVNCSTSpb9++GDFihNLty5cvL7O1lHfv3sWAAQPQvXt3XL16VeE+AwcOxJ07d7Bt2zbRFhqQyWSCRFdZJUFubq5ghhUa3a2d9C6hPHnyJPr374+srCwwxop8YRk2bBgePHiA+fPnw8jIqJSiJPlRk7d22bt3L969eyf/+2PXj/zN3Y0bN1bZBElIaVi3bp3S5fiuXLmisG+8Lnv+/DkmT56MZs2aISgoSOE+rq6uuHDhAv799180bNhQwxHyPXv2TDCoVdk1/ezZs4JV54YNG1ZaoZES0KuEMjU1FR4eHmCMFXlOspo1a+Lo0aPw9/dXObUBUb+kpCSkpKTwyiihFA9jTDAYp3///nBychJ0nKfaSSKGKlWq4KefflK6vaz0pUxNTcXXX38NFxcX7Ny5U+H3mouLCw4dOiSfwFwb5O/CZG1tjYoVKyrcN39zt6urK30Haym9Sih3796NzMzMIieTPXv2xL179+jLUST5ayeNjIzUPskuKbz//vsPd+/e5ZV5enoiPj5eUE6fGSKWGTNmKO2SdPHiRZw/f17DEalPTk4O1qxZA2dnZ/zyyy+8hQU+qlSpEjZu3Ih79+7Bw8NDqwaMKmpxUhSfVCrF4cOHeWXU3K299CahZIzBz8+vyPeTSCSIi4uDhYVFKURFCiP/xcfZ2Zm6G4gof+2ki4sL3N3dBU1t9vb2KiebJqQ0GRoaqpybcsWKFRqOqOQ4jsNff/2FevXqYeHChUhOThbsY2lpiWXLluHx48eYNWsWjI2NRYhUtcJ2Ybpw4QISExN5ZTRdkPbSm4QyKSkJMTExRW7mYIwhJiZG4QeXaAb1n9QeL168QEBAAK9s9uzZMDAwEDR39+vXj9auJ6Jq1qwZ5s+fr3Db2bNncfHiRQ1HVHynT59Gq1atMH78eDx58kSw3dDQELNnz0ZMTAyWLl2q1VN1FXbWjvyTmbds2RJOTk6lFhcpGb1JKNPT00t0//xrjhLNoSmDtMfWrVt5K2xYWFhg4sSJSE9PF8zbSs3dRBssW7YMNWrUULht5cqVGo6m6G7cuIFevXqhV69euHnzpsJ9hg8fjvv372PDhg2oVKmSZgMshsLM2sFxnODHK9VOaje9SShL+mvN2tpaTZGQoqIpg7RDbm4utmzZwisbP348bG1tERISgtzcXHm5kZERevfurekQCRGwtLTEhg0bFG47deoUrly5ouGICic+Ph7jxo1Dy5Ytcfr0aYX7dOnSBeHh4Th48KDO/NDOzc1FXFwcr0xR7GFhYXj9+jWvjPpPaje9SSjt7e3h7Oxc5I7JH9eMtrOzK6XIiCocx1ENpZbw9/fHmzdveGVz5swBAEFzd5cuXUSZLJkQRQYMGKA0GdG2WsqkpCQsWLAA9erVw969exXu07BhQ/z777/yCcx1SWxsrGBgrKJKgvyju5s0aULXfi2nNwmlRCKBl5dXse7r7e2tVSPk9MnLly8Fa8/SRUUc+QfjdOnSBU2aNAHHcYIBOdTcTbSNj4+PwpamoKAgXLt2TYSI+LKysvDzzz/D2dkZa9eu5dX4f1SlShX88ccfuHXrFgYOHKiT30v5KwgqVqwIW1tbXhnHcYL+k9Tcrf30JqEEgAkTJsDCwqJIC98zxtCyZctSjIqokv/iY2FhgSpVqogUjf66ceMGwsLCeGWenp4APixnl7/mkhJKom2qVKmCH3/8UeG2H374QcPR/D+ZTIYdO3bAxcUFixcv5i0Y8JGNjQ1+/PFHREdHY8qUKTo9y0VhujBdvXoVz58/55VRc7f206uE0tbWFv7+/pBIJEVKKgcPHowbN26UYmREGUUXH138Va7r8vdBq1KlCoYMGQIAgtVx6tWrR/1ciVaaNWsW2rRpIyg/fPgwbt26pdFYGGMICgpCs2bNMGXKFLx48UKwj7GxMebNm4eYmBgsXry4TExfV5hZO/I3d9erV0/01X1IwfQqoQSA3r17IygoCObm5pBIJILkRFGykpycjB49eiAyMlJTYZL/oSmDxJecnCzoyzVjxgz5/Ha0Og7RFYaGhti6davCCoWVK1ciMTER8fHxSExMLNWVdK5cuYLu3btjwIABuHfvnsJ9xo4di6ioKKxduxYVKlQotVg0raA+8YwxQXP38OHDqSJBB+hdQgl8SCqfP3+OdevWoXbt2rxttWvXxurVq9GhQwdeeWpqKnr27Km1IwLLKhqQI74dO3bwVuIwNjbG9OnTAXyYlzJ/7T0llESbNW/eXOHclP7+/nBwcICTkxMcHBzg4uICHx8fwTrSJREdHY0RI0agXbt2SlfqcXNzw7Vr17B3794yOediQU3eN27cEIwCp/6TOoLpOY7jWGJiIouLi2OJiYmM4zjGGGPp6emse/fuDADvZm1tzS5duiRy1PqjXr16vOd/165dYoekV6RSKatduzbvNRgzZox8+5YtW3jbypUrx3Jzc0WMmJCCpaWlsapVqwqu75/eJBIJk0gkzNLSkgUHB5fo8d68ecPmzJnDjIyMlD5es2bNWHBwsPw7qCxKS0sTnPft27d5+yxZsoS3vXbt2lr5nLx9+1ZwLm/fvhU7LFHpZQ3lpyQSCezt7VGrVi3Y29vLq9UtLS1x7NgxuLu78/ZPS0tD79698d9//4kRrl6RSqWIiYnhlVENpWYFBwcjNjaWV/ZxqiBA2Nzdt29frVzqjZBPWVlZYdq0aSr3YYyBMYasrCz0798fJ0+eLPLjpKenY8WKFXB2dsaGDRsglUoF+9SoUQN79uzB9evX0bt37zLdtPv48WNBWZ06deT/Z4wJ+k9q2zrkRDm9TyhVsbCwwL///os+ffrwytPT09GnTx/ByiBEveLj4wUXYEooNSv/VEHNmzeXdwfJzMxESEgIbzs1dxNdkJqail9//bVQ+3IcB8YYPDw8Ct38nZeXh82bN6NOnTpYunSpwpXaypcvj99++w1RUVEYP358kQaK6qr8XZhq1KgBc3Nz+d/37t0TNInT6G7dUfbfwSVkZmaGw4cPC74oMzMz0b9/f8EXKlGf/Bef8uXLw97eXqRo9M/jx48RHBzMK/P09JTXFpw9e5bXt9LAwEDw44sQbbR7927B/LaqcByHzMxM7NmzR+V+jDEEBASgcePGmDVrlmA6LQAwNTXFl19+iZiYGCxcuBBmZmZFjl9XFdR/Mn/tZPXq1RWOyifaiRLKQjA1NYW/vz8GDx7MK8/KysKAAQMEX7pEPWiEt7g2btzI+7t8+fIYM2aM/O/80wV16NCBEn6i9Rhj8PPzK9Z9fX19lY7+vnjxIjp27AgPDw/BtQv40L1q4sSJiI6Oxi+//ILy5csXKwZdVtA1nZq7dRsllIVkYmKCgwcPCkab5eTkYPDgwYKVQkjJUUIpnoyMDOzYsYNXNnnyZPk8eIwxQUI5cOBAjcVHSHElJSUhJiamyNMCMcYQExOD5ORkXvmDBw8wZMgQdO7cGZcvX1Z43379+uHWrVvYuXMnqlevXuzYdZ2qWTsePnwomEKJmrt1CyWURWBsbIx9+/Zh1KhRvPLc3FwMHToUR44cESmysokSSvHs3buXt2KHRCLBrFmz5H/funVLsJIF9Z8kukBRf8aiSEtLA/BhWdjp06ejcePGSq/9bdq0QWhoKIKCgtCkSZMSPW5ZoOqann/uycqVK6N9+/YaiYuoByWURWRsbIy//voLn332Ga88Ly8Pw4cPF3woSPHl/zVLq69oBmNMsDJOv3794OzsLP87f+2kk5MTGjRooJH4CCkJKyurEh/j22+/RZ06dbBt2zZwHCfY7uzsjAMHDsgnMCcfaoaTkpJ4ZZ9e0/N/dw4bNkwvBiqVJbq7IKiIjIyMsHv3bvm/H0mlUowaNQp///03Ro4cKWKEui8rKwtPnz7llVENpWZcvHgRt2/f5pV9OlUQIJwuaODAgdTXieiErKwsWFhYFGlQDvD/U8y1bt1akBh9VKFCBXz//feYMWMGTExM1BFumZG/gsDIyAi1atUCAMTGxgoWSKDJzHUPpf/FZGhoiB07dmDKlCm8cplMhjFjxuDvv/8WKbKyQVEfJ6qh1Iz8UwU5Ozujd+/e8r/fvHmDiIgI3j7U3E20Hcdx2Lx5Mxo1alTkZBL4UHOfmJioMJm0sLDAt99+i5iYGHh5eVEyqUD+hLJ27dryOWvz1046ODigc+fOGouNqAfVUJaAgYEBtm7dCmNjY2zevFleznEcxo8fD6lUis8//1zECHVX/otP5cqV1dJURVR7+fIlAgICeGVz5szhNT0dP36ct93KygpdunTRSHyEFEdUVBSmTZum9gUpDA0NMWXKFCxbtgyVK1dW67HLGlVTBuUf3T106FAYGVF6omuohrKEDAwMsHHjRnh6evLKOY7DxIkTBSNlSeHQgBxxbN26lTeZvLm5OSZOnMjbJ39zd69evWBqaqqJ8AgpktzcXKxatQpNmzZVmkwWt6vGkCFDcPfuXWzZsoWSyUJQdk1/+vSpoMWDmrt1EyWUaiCRSODr64t58+bxyhljmDJlCrZu3SpOYDqMEkrNy83NxZYtW3hl48aNk8+XxxjDixcvBPOu0nRBRBtdvXoVrVu3xrfffovc3FzB9okTJ+Kff/6BhYUFJBJJoRPLDh064OLFiwgMDET9+vXVHXaZpWzKoPwtIuXLl6eBTDqKEko1kUgkWLNmDRYtWiTYNmPGDMGoWaIcY0wwHxkllKUvICAAr1+/5pXNmTMHqamp8PHxgYuLC6pVq4asrCzePh+XYiREG2RkZGDBggVo164d7ty5I9ju5OSEU6dOYefOnRgxYgSeP3+OH3/8EeXKlVN53Hr16iEwMFA+gTkpPMaY0kqC/M3dgwcPlvetJDqGEbXiOI4tWbKEARDc1q1bJ3Z4Wi0lJYWtW7eOOTs7C567KVOmsJSUFLFDLNM6derEe847d+7MgoODmaWlJZNIJEwikSh8X1taWrLg4GCxwyeEnTx5ktWqVUvh+9TAwIAtWLCApaeny/fPyspiv/76KytfvrzC+wBgjo6ObPPmzSwvL0/EM9NtL168EDyvT58+ZS9evBBcV44dOyZ2uIXy9u1bwTm9fftW7LBERQllKeA4ji1dulThxenXX38VOzytVFDiIpFIKHEpRTdu3BA854sXL2aGhobMwMBA6Zftxy9qQ0NDem2IaBITE9mECROUvkebNm3KIiIi5PtLpVK2e/duVqNGDaX3sbKyYitWrOAloKR4zp49y3tuzc3NmUwmY+vXr+eV29jYsOzsbLHDLRRKKIUooSxFK1asUHih+umnn8QOTasEBwdT4iKyqVOn8p7rSpUqMUtLywJfk09fG0tLS6pFJhrFcRzbt28fc3BwUPi+NDU1ZatWrWK5ubny/U+cOMGaNm2q9L1sZGTEPD092Zs3b0Q+u7Jj69atggSfMca6d+/OK//ss89EjrTwKKEUooSylP30008KL1orVqwQOzStkJKSQomLyJKTk5m5uTnvee7Tp4/SJm5lN4lEwnx8fMQ+HaInnj59ygYMGKD0/di5c2f28OFD+f6RkZGsR48eKt/DI0eOZNHR0SKeVdn0xRdf8J5nDw8P9vbtW8F1PyAgQOxQC40SSiEalFPKvv76a/z222+C8u+//x5Lly4VTN6tb3bv3o3MzEyFy5cpwnEcMjMzsWfPnlKOTH/s3LmTN9DG0NAQDx48KNaxfH199f49TUoXx3HYuHEjGjVqJFgCFABsbGywefNmnDt3DvXq1UNsbCzGjBmD1q1bIzQ0VOExu3XrhoiICBw4cAB16tQp7VPQO4oG5Bw+fJh33be0tESfPn00HRpRJ7EzWn2xbt06hb+IFy9ezDiOEzs8UXAcx5ydnYtVE+bs7Ky3z5s6yWQyVrt2bd7zO2TIkCK9HvlviYmJYp8WKaPu37/POnTooPS9N3jwYPb8+XPGGGMJCQls7ty5zNjYWOn+jRs3ZkFBQXQtKWUNGjTgPe87d+5kvXr1EtQO6xKqoRSiGkoNmTt3rmBJOwD46aef8NVXX+llrU5SUpLCJRYLwhhDTEwMkpOTSyky/REcHIzY2Fhe2dixY0t0zLS0tBLdn5D8cnNzsXLlSjRv3hxhYWGC7ZUqVcLBgwcRGBiI8uXL48cff4SzszN8fHyQl5cn2L9atWrYuXMnbt68iX79+tE69KVIJpPh8ePHvDJHR0dBbTFNZq77KKHUoDlz5ggmjgaAX3/9FQsWLNC7pDI9Pb1E96fEpeTyz4/arFkzdOvWrUTH3Lt3L1JTU0t0DEI+Cg8PR8uWLfH9998rnKB88uTJuH//PoYMGYLt27ejTp06+Oabb/D+/XvBvuXKlcMvv/yCR48eYeLEiTA0NNTEKei1J0+eCJL6R48e8VbkMjMzQ79+/TQdGlE3cStI9dP27dsVNvN6enrqVdNLQkICNa2KKDo6WvA+3Lp1a7G7Inx6MzExYZMnT2aRkZFinybRUWlpaWzu3LlK34e1a9dmISEhjOM4duTIEUGzav7344IFC+iaIYITJ07wXgtbW1vWr18/QTcbXUNN3kJUQymCyZMnY9euXTAw4D/969evx6xZswo9QEXX2dvbw9nZucjNTRKJBM7OzrCzsyulyPTDpk2beLXitra2GDt2LCQSCby8vEp07NzcXOzYsQOtW7dG27ZtsWvXLsEKO4QoExwcjMaNG8PHx0fQcmNgYIBFixbhzp07sLS0RJcuXTB48GCFA8kkEgnGjRuHqKgo/P7777C3t9fUKZD/yb/korOzM0JCQnhlw4cP12RIpLSIndHqs7179yqcLmfKlClMJpOJHZ5GrFu3jqanEUFGRgaztbXlPa8LFiyQby/qdE6Fudna2rIFCxawR48eiXjmRJslJCSwcePGKX0PNWvWjEVGRrKoqCg2bNgwle+3Xr16sRs3boh9SnrP09OT97p07NiR97exsTFLTU0VO8wioxpKIUooRXbgwAFmaGgoeGNOmDCBSaVSscMrdcVJXIyMjFhycrLYoeu0bdu2CZ7X/PPvFWXCeQMDA2ZnZ1fo19Dd3Z0FBATQcnaEMfZhxoe9e/eyChUqKHy/mJqasp9++ok9ffqUzZw5U+E18+OtRYsW7PTp02KfEvmf/KO583dN6N+/v9ghFgsllELU5C2ykSNH4sCBAzAyMuKV7969GxMmTOB1XC6LbG1t4e/vD4lEIugCoIxUKsXWrVtLObKyizEmmHGgb9++gvn3evfujaCgIJibm0MikQi6JnwsMzc3x4kTJ/DmzRvs2bMHtWvXLjCG06dPY9iwYahVqxZWrFiBly9flvzEiE56+vQpBgwYgM8++wyJiYmC7V27dsXly5eRlZWFBg0aYPPmzZDJZIL9atWqhb179yIyMhI9e/bUROikEPI3eecf8U2ju8sQsTNa8sHhw4cVzpc2atQo+bJhZVlBa3nnv0kkEhYUFCR22Drpv//+Ezyfqp7LlJQU5uPjw5ydnXn3cXZ2Zj4+PoLmKqlUyvbu3cvq169fpFrn4cOHs9DQUL0amKbPpFIp8/X1ZZaWlgrfE+XKlWMbN25k69evZxUrVlT63rGzs2Nr167VmTWg9Ul2drbK67mRkRFLSkoSO8xioRpKIUootcixY8eYiYmJ4E3q4eGhF0mlssRF1RdOVFSU2GHrnNGjR/Oex9q1axeqzy7HcSwxMZHFxcWxxMTEAhM/qVTK9u/fzxo1alToxBIAq1+/Plu3bh0tr1mG3b17l7Vv317pe2DIkCFsy5YtzMXFRek+ZmZmbPHixfQ+0WL37t1T+Vnv1auX2CEWGyWUQpRQapng4GBmamqq8AKbk5MjdngakT9xiYuLE6w1/Wny8e7dO7FD1hkvX75kRkZGvOfwt99+K9XHlMlk7ODBg6xJkyZFSizNzc3ZlClTaOqhMiQ7O5stXbpU6eo1jo6ObMWKFczV1VXp+8LAwIBNmTJFviIO0V6BgYGClqVP/96yZYvYIRYbJZRClFBqodOnTytMoAYMGKC3zTorVqxQ+gUzcOBAvRkVX1LLli0TJG2aanKSyWQsICCANW/evEiJJQDWtm1btnPnTpaZmamRWIn6hYWFsYYNGyp9jT08PFjv3r1Vvg8GDBjA7t69K/apkEJavXq1yh8Gb968ETvEYqOEUogSSi119uxZZmFhIXjD9unTRy+/VLOysgRrTn96+/bbb8UOUevl5uayypUr8563qVOnajyOjxNRt2rVqsiJZfny5WnqIR3z/v175uXlpbQvXc2aNVnfvn1VzibQtm1bdv78ebFPhRTR1KlTlb6m3bp1Ezu8EqGEUogSSi124cIFZmVlJXjT9uzZk2VkZIgdnsYdOXJEZbJx8OBBsUPUagcOHBA8Z2LO08dxHAsKCmJt27YtcmIJ0NRDuiAoKIhVr15daQ1Vu3btmJmZmdLX2MXFhR08eJAGaumoLl26KH1t169fL3Z4JUIJpRAllFru0qVLzNraWvDG7d69O0tPTxc7PI3iOI717dtX6QXKwsKC3bp1S+wwtVbnzp15z1fHjh3FDokx9uF1DQ4OVjlIQ9WtatWqbPny5ezly5dinwr5n7dv37KxY8eqfM3KlSundHvFihXZhg0b9GIwYlmWv0Xk09uLFy/EDq9EKKEUooRSB4SHhyu8+Hbp0oW9f/9e7PA0KioqSmmHfgDMycmJ1utV4NatW4Lnat++fWKHxcNxHDt9+jTr1KlTsRJLmnpIfBzHsT///JPZ29srfI2MjY1Z+fLllb6GlpaWbOnSpXp3XSuL3r9/r/R11pYfsyVBCaUQTWyuA1xdXRESEoLy5cvzyi9cuIA+ffrg/fv3IkWmeXXr1sXChQuVbo+Li8PIkSPL/ITwRbVhwwbe346Ojhg2bJhI0SgmkUjQs2dPXLhwAaGhoejatWuR7i+VSnHo0CH06NEDDRs2hK+vL1JTU0snWCLw5MkT9OvXD+PHj0dSUpJgu5WVFfLy8pCSkiLYZmhoiFmzZuHx48dYtmwZrK2tNREyKUX5JzT/FK3dXUaJndGSwrt+/brCX/6urq56NRdbWloaq1q1qsraqnnz5okdptZITk4WDPD6/vvvxQ6rUM6dO8d69OhRrBpL/K8bxJQpU9i1a9fEPpUySyqVsnXr1imdLzb/NFX5b8OGDWMPHz4U+zSImu3bt0/pa/7kyROxwysxqqEUohpKHdKiRQuEhoaiQoUKvPIrV67A3d1d4S//ssjKygq//fabyn3WrVuH3bt3aygi7bZr1y5kZmbK/zYyMsKMGTNEjKjwunbtijNnzuC///6Du7t7ke+fmZmJ7du3o1WrVnB1dcXu3buRlZVVCpHqp7t376Jjx46YN28eMjIyFO6jrLWgU6dOCAsLg7+/P+rVq1eaYRIRKKuhbNu2LWrUqKHhaIgmUEKpY5o2bYqzZ8+iYsWKvPLIyEi4ubkpbGoqi0aNGlVgk+iMGTMQERGhoYi0E8dxgubuYcOGoUqVKiJFVDydOnXCqVOnEBYWhj59+hTrGBEREZg4cSKqVq2KL774QrCmMCm8nJwcfP/992jZsiWuXLlSpPs2aNAAR44cwYULF9C+fftSipCI7dGjRwrLae3uMkzsKlJSPPfv32eOjo6CKvemTZvqTbX77du3maGhocrmtCpVquj16N8TJ04InpOyMJ/flStXWP/+/YvdFP7x5u7uzgIDA2nqoSK4ePFikdZp//SzuG3bNnqu9YSy6cAeP34sdmhqQU3eQpRQ6rCoqCiFfQkbNWrEXr9+LXZ4GuHt7V3gF1n79u31doWh/ElXkyZNytQI6MjISDZo0CCVr7+yCbU/vVWrVo2tWLFCr398FOTdu3dszpw5hXo+P71ZW1uzVatW6eXcufqK4zhma2sreC80b95c7NDUhhJKIUooddzjx48VThxcv359vfhyTElJYQ4ODrxzV7Rs5dSpU8tUIlUYMTExZWrtXFWuX7/Ohg0bpjKxKag2G/gwgGTEiBE09VA+R48eZdWqVStSImlsbMzmzp3LEhISxA6faJiiZAsA++GHH8QOTW0ooRSihLIMiI2NZTVr1hS8uevWrcueP38udnilbvv27YJzV/TreMOGDWKHqlFffPEF7/zLlStX5ifDv3XrFhsxYoTKWjRjY2NmampaYEJUv3595uPjo1czKOT35s0bNnr06CIlkgDYmDFjWExMjNjhEw1LSUlh69atUzoLx5UrV8QOUW0ooRSihLKMiI+PV7jWtbOzM3v69KnY4ZUqmUwm6K9jYWEhWNLNyMiInTt3TuxwNSIjI0MwgbQ+TaV09+5dNnr0aJWJpYmJicJ+yPlvFhYWbOrUqXo19RDHcWz37t3Mzs6uSIlkjx49WGRkpNjhExEEBwczS0tLJpFIlH7uLC0tWXBwsNihqgUllEKUUJYhz549Y3Xq1BG8yZ2cnFhcXJzY4ZWqiIgIwUWsY8eOgueiQoUKLD4+XuxwS90ff/whOPdHjx6JHZbG3b9/n3322WfMwMBAaRJkamrKGjZsqHJN6Y83V1dXtmvXLpaZmSn2qZWa2NhY1qtXryIlkk2bNmUnTpygbgJ6Kjg4mBkaGqr8nAEf1m83NDQsE0klJZRClFCWMS9evGB169YVvNFr1KhR5pugpk6dKjjvzz77TFDWokWLMj1AgOM41rx5c9459+nTR+ywRPXw4UP2+eefF5hYdurUSWFNf/6bnZ0dW7hwIYuOjhb71NRGKpWyNWvWCCbBV3WrXr062717N5NKpWKHT0SSkpLCLC0tC0wmP00qLS0tdb4rCSWUQpRQlkGvXr1iDRo0ELzZq1WrVqa+APN7+/atoO9k06ZNWZ8+fQTPxejRo8tsbcqlS5cE53v06FGxw9IK0dHRbNKkSSoH6JiYmLCBAweyfv36FbjKCwDWq1cvnZ966NatW6xNmzaFTiTLly/Pfv31V5aVlSV26ERk69atK/LIf4lEwnx8fMQOvUQooRSihLKMevPmDWvcuLHgDV+lSpUyvcyZn5+f4JxXr17N6tWrJyj/5ZdfxA63VIwZM4Z3nk5OTlSDlE9MTAybOnWqyoTR2NiYffbZZ2zevHkFLvX58Qebrk09lJWVxb755ptCJc4fa3EXLVrEkpOTxQ6daAGO45izs3OxEkpnZ2ed/lFPCaUQJZRlWEJCAmvWrJngTe/o6Mju3bsndnilIi8vjzVp0oR3vra2tiwsLIzZ2NgILmrHjx8XO2S1evnypSA5+PXXX8UOS2vFx8ezGTNmMGNjY6VffkZGRmzSpEls48aNzN3dvcAvS12ZeujChQsKf2gpSwAmTJhQJtZgJuqTkJBQpEQy/y0xMVHsUyg2SiiFKKEs45KSkljLli0Fb/yKFSuyO3fuiB1eqTh//rzgfKdOncqOHTsm+CVdrlw5FhUVJXbIarN8+XLe+ZmZmbGkpCSxw9J6T58+ZbNnz2YmJiZKv/wMDQ3ZxIkT2alTp9iCBQsEo+gV3Ro0aKB1Uw+9e/eOzZw5s9Bf+n369GG3bt0SO2yiheLi4kqUUOryYFFKKIUoodQDycnJCvtHVahQgd28eVPs8EpF/mZfiUTCIiIi2KpVqxR+6b97907skEssNzeXValShXdukydPFjssnfLs2TPm5eWlcp5KAwMDNm7cOHbz5k22c+dOpUvMfXrTlqmHjhw5UqjmewCsVatW7MyZM6LGS7Qb1VBSQvkpSij1RGpqKmvXrp3gA2BnZyf6l1xpeP78ObO0tOSda9u2bZlUKmUjRowQPA8DBw5kMplM7LBL5J9//hGcV1l8bTXh5cuXbN68eSqnEpJIJGzMmDHs3r17LDIykk2ZMkXhKk35b2JMPfT69Ws2cuTIQn3J165dm+3fv1/nPw+k9IWHhxdqBSpFnx3qQ1n2UEKpR969e6dwbkZbW1sWEREhdnhq9/PPPwvOdfv27Sw9PZ01bdpUsO27774TO+QS6dKlC+98OnToIHZIOu/Vq1ds4cKFKqfSkUgkbOTIkezOnTssOTmZrVu3rlB9EzUx9RDHcWzHjh0KV47Kf6tQoQLz8fFhOTk5pRYPKTv++OMPlV1ECkooaZR32UMJpZ5JS0tjXbt2FXwQbGxs2OXLl8UOT62ys7MFc3I6ODiwlJQUFhcXx+zt7QXPw6FDh8QOu1hu374tOJe9e/eKHVaZ8ebNG/bll18Kar3z3zw8PNitW7cYx3HszJkzbPjw4YWeeujw4cOFnnqI4ziWkJDA4uLiWEJCgsKanpiYGNajR48CH9vc3Jx98803ZaLbByl92dnZbMaMGcVKJAGah7Iso4RSD6Wnpyv8orG2tmYXL14UOzy1Cg4OFpynt7c3Y4yx0NBQQXONpaUlu337tshRF13+C3ylSpWopqkUJCQksMWLFzMrKyuVX5pDhgxh169fZ4x9WGxg+fLlapl66ONayc7Ozrz7OTs7s3Xr1rGUlBSWl5fHfvvttwJrjwwMDNi0adPYixcvNPkUEh32/PlzhV2nPn1PFfSeMzQ0ZCdPnhT7VEqMEkohSij1VEZGhsIpUCwtLdn58+fFDk+tBg8ezDtHQ0NDedLo4+MjeA6cnJx0qrN4SkqKoElW15vvtV1SUhL79ttvBVNR5b8NHDiQXb16lTH2YUqrgICAYk89pGqt5I9l5ubmrEaNGgUef/Dgwez+/ftiPoVEx1y4cIFVqlRJ4ftp3rx57NixYwW+Py0tLctEMskYJZSKUEKpx7Kysljfvn0FHwoLC4syNbozNjZWMGq3a9eujOM4xnEcmzhxouA5cHNz05mVT9auXStImJ8/fy52WHohOTmZLVu2rMA+iv369WPh4eHy+z169KhIUw/NnDmzUGslF3Rr3749+++//0R8xoiu4TiO+fr6Kuy6YW5uzutak5KSwnx8fBTWoPv4+LDU1FQRz0S9KKEUooRSz2VnZ7OBAwcKPhhmZmbs1KlTYoenNt9//73gHPfv388Y+5BYu7q6CrbPnz9f5KgLJpPJmIuLCy/u4cOHix2W3klNTWUrV64sMEHs3bs3u3Tpkvx+mZmZhZ56qCS3OnXqsICAAJ0eVUs0LyMjg40fP17he8rJyUnptHMcx7HExEQWFxfHEhMTy+T7jhJKIUooCcvJyWFDhgwRfDhMTU3ZiRMnxA5PLTIyMljNmjV551e1alWWlpbGGPvQz61y5cqC52D37t0iR66aoj6i586dEzssvfXu3Tv2448/Khzw9emtZ8+e7MKFC7z7FmXqocLe7Ozs2KZNm1hubq5IzwjRVXFxcax58+ZKfxjp+4IJlFAKUUJJGGMfJsUePny44ANiYmLCjh49KnZ4auHv7y84v8WLF8u3X758WTCQwdTUlF25ckXEqFUbMGAAL97GjRuXydoAXfP+/Xv2yy+/sAoVKqhM+Lp3787Onj3Lu29Rph5SdStfvjx7//69OE8A0WmnTp1idnZ2Ct9X33zzDZNKpWKHKDpKKIUooSRyeXl5bPTo0YIPibGxMQsMDBQ7vBLjOE4wIMLY2Ji39OL27dsF51+1alX26tUrESNXLDY2VtD5fdOmTWKHRT6Rnp7OfvvtN1axYkWVyV+XLl1YSEgI78cAx3EsICCgREmlLg0uI+LjOI79/PPPCvvqWltbs4CAALFD1BqUUApRQkl48vLy2Lhx4wQfFCMjI52do/FTDx48EHQu79u3L++L3NPTU3D+HTp0YNnZ2SJGLrRo0SJejDY2NvImfKJdMjIy2Nq1a5mjo6PKBLBjx47s5MmT8vejPq+VTDTr/fv3ClupALB69eqxBw8eiB2iVqGEUogSSiIglUoVjnw2NDSUD2TRZV988YXg3P7991/59tzcXNatWzfBPlOnTtWa5uSMjAzBAJC5c+eKHRYpQGZmJvP19RWsuZ7/1q5dO3b8+HGFX1pUQ0nULSoqijVs2FDhe2jIkCE06b0ClFAKUUJJFJLJZGzq1KmCD4yBgQH766+/xA6vRN69eycYgFO7dm2WlZUl3ychIUEwiAcA27Bhg4iR/z9FTfOfNt0T7ZaVlcU2bNjAqlWrpjIhbN26NXN0dBR0bSjoVhbWSiaaceTIEYXzqUokEvbDDz/Qmu5KUEIpRAklUUomk7FZs2YpvNDs2rVL7PBK5M8//xSc18qVK3n73LhxQzDi1sjISPSJ3zmOYy1atODF1atXL1FjIsWTnZ3NNm/eXKjJyIuaUOr6WsmkdMlkMoXTqQFgtra27Pjx42KHqNUooRSihJKoxHEc8/LyUviF9ccff4gdXrFxHMc6derEOydzc3MWHx/P22///v2Cc3dwcGBPnjwRKXLGwsLCBDF92mRPdE9OTg7btm0bq1WrVomTybKyVjIpPSkpKaxfv34K3z9NmzZljx8/FjtErUcJpRAllKRAHMex+fPnK7z4bN68Wezwiu3GjRuC0YyKJgVfvHix4LxbtGjBMjIyRIiasbFjx/JiqVWrFk3jUUbk5uayHTt2CFYaKUoyWVbWSial486dO0rfX2PGjGHp6elih6gTKKEUooSSFArHcezLL79UeBFav3692OEV2+zZswXnExISwttHKpUq/DU/evRojfdRe/36NTM2NubF8csvv2g0BlL68vLy2O7duwWrIKlq4i5rayUT9Ttw4ACzsLAQvH8MDQ3Z2rVrqc9tEVBCKUQJJSk0juPYN998o/ALbe3atWKHVyxJSUmCVU0aNGggWFkkNTWV1a1bV3Demk7mVq5cyXt8MzMzGslbhkmlUvbXX3+x+vXrq0wojY2N2fjx4+m9QBTKy8tTOLvFxy48+SfXJwWjhFKIEkpSJBzHsWXLlim8MP36669ih1csW7ZsEZzL77//LtjvwYMHgtGQEolEY8tT5ubmsqpVq/Ief9KkSRp5bCIuqVTK9u3bp3Rql483FxcXtnv3bpaXlyd2yERLJCQkMDc3N4XvlzZt2rCnT5+KHaJOooRSiBJKUiz5a8o+3n788UexQysyqVTKWrVqxTsPa2tr9vLlS8G+R48eFUzhUq5cOfbo0aNSj/PgwYOC5zsyMrLUH5doD5lMxv755x/WuHFjlYmls7Mz27FjB63hreciIyOVziAwZcoU3lRppGgooRSihJIU288//6zwQrV8+XKxQyuyy5cvC87j888/V7jvqlWrBPs2aNCg1Cf/zT/Zert27Ur18Yj2kslkzN/fnzVr1kxlYunk5MS2bdvGcnJyxA6ZaNjOnTuZqampwu4Rmzdvpv6SJUQJpRAllKREfv/9d4VfZN99953OXbAUrQ506dIlwX4cx7ERI0YI9h04cGCpTQJ8584dwePp+gTzpOQ4jmOHDx9mLVu2VJlY1qxZk23evFnrlg8l6peTk6NwsCEAVqVKFXb58mWxQywTKKEUooSSlJiPj4/Ci9fixYt1Kql8/fq1oI9kixYtFE7Jk56ezpo2baowkS4NM2fO5D1OxYoVKTkgchzHsWPHjrE2bdqoTCyrVavG1q9fT02dZdTLly9Zx44dFb72nTt3Zq9evRI7xDKDEkohSiiJWmzYsEHhReyLL77QqaRy7dq1gnPYtGmTwn1jY2MFI8QBMH9/f7XGlJqayiwtLXmP8c0336j1MUjZwHEcO3HiBGvXrp3KxLJKlSrM19eXZWZmih0yUZNLly4JlpT9ePPy8qL+tGpGCaUQJZREbRSNlgbA5s6dqzNJZW5urmAkrZ2dndLpWM6cOcMMDQ15+1taWrLbt2+rLab8NcCGhoY0MpOoxHEcO3XqlNLaqo83R0dHtnbtWtEm6Sclx3Ec27Bhg2B+WuDDtGJ79uwRO8QyiRJKIUooiVrt2LFDMAoaAJszZ06p9S9UtzNnzgjinzlzptL9FTX5Ozk5qWVOQJlMJpj/0sPDo8THJfqB4zh25swZ1qVLF5WJZaVKldhvv/1Gq6TomKysLIV9vz/2m7127ZrYIZZZlFAKUUJJ1G7Pnj2CJQ0BsBkzZuhMUpl/0I1EIlF6ceY4TuFF3c3NrcTzAZ48eVJw3NDQ0BIdk+inc+fOse7du6tMLCtUqMB+/vlnlpaWJna4pABPnjwRTHf28dazZ0+a5L6UUUIpRAklKRV///23wqRyypQpOpFUPnnyRLBEWfv27ZXGnpWVxdq2bSs43/nz55cojkGDBvGO17BhQ53pPkC004ULF1jPnj1VJpb29vZs1apVpT4VFimeM2fOsAoVKih87b766iuFAwmJelFCKUQJJSk1//zzj6B/IfBhfkdduOApmm9y9+7dSvd/8eIFc3R0LNJ9VImLixN0H9i4cWNxT4cQnkuXLrHevXurTCzLly/PVqxYwVJTU8UOl7APrSG//vqrwh/rlpaW7ODBg2KHqDcooRSihJKUKn9/f2ZkZCT44I0dO1brl4fLzs5mzs7Ogr5mqmptwsLCmImJCe8+pqamLCIiosiP/+WXX/KOY2NjQ02RRO3Cw8NZv379VCaW5cqVY0uXLmXJyclih6u30tPT2ahRoxS+Pi4uLuzevXtih6hXKKEUooSSlLojR44oHIE4cuRIrZ/K4tixY4K4FyxYoPI+27dvF9ynatWqRZoDLjMzk9nZ2fGO4eXlVdLTIUSpq1evsoEDB6pMLG1sbNi3337LkpKSxA5Xr0RHRytdbnPgwIFUgywCSiiFKKEkGhEUFKRwGTAPDw+tXxauf//+vJiNjIwKrA3w9PQUnGuHDh0KPRn5zp07Bfd/8OCBOk6HEJWuX7/Ohg4dqjKxtLKyYosXL2YJCQlih1vmBQUFMVtbW8FrIJFI2PLly3WiT3pZRAmlECWURGOCg4OZmZmZ4EM4ePBgrV71JTo6WtCM7ebmpnJwTG5urmDtbQBs2rRpBQ6q4ThOsJSeu7u7uk+LEJVu3rzJhg8frjKxtLS0ZF9++SV78+aN2OGWOTKZjK1YsULhNGzlypVjx44dEztEvUYJpRAllESjQkJCmLm5ueCD2L9/f61eDm7JkiWCmA8dOqTyPm/fvmU1a9YU3K+ggTWXL18W3Ofw4cPqPB1CCu3OnTts1KhRChObjzcLCwu2cOFCWtpPTVJTUwUzPHy8NWrUiD169EjsEPUeJZRClFASjTt79qxgKUEArE+fPlq7FFx6ejqrVq0aL97q1asXuMLIjRs3BAm0kZERO3/+vNL7jBs3jrd/jRo1dGJUPCnb7t27x8aOHatwhPHHm5mZGZs3bx57+fKl2OHqrHv37gkWM/h4GzlyJA3M0xKUUApRQklE8d9//zErKyvBB7Jnz55auwzcgQMHBPF+++23Bd5v//79gvs5ODiwJ0+eCPZ9/fq1oHn9559/Lo3TIaRYHj58yMaPH68ysTQ1NWVeXl7s+fPnYoerUw4ePKjwx7aBgQH79ddfaQ5aLUIJpRAllEQ0YWFhzNraWvCh7N69u1YuAcdxnGClEVNTU/b48eMC7/v1118LzrNFixYsIyODcRzHEhISWFxcHFu8eLHg+DTwgWijR48esYkTJyqca/bjzcTEhM2ePZvWni+AVCplX331lcLn0N7enoWEhIgdIsmHEkohSiiJqK5cucLKlSsn+GB27tyZvX//XuzwBO7evSv4Ah04cGCB95NKpaxv376C82zZsqVgrstPbxMmTCj9kyKkBGJiYtiUKVMUzjf78WZsbMxmzJjB4uPjxQ5X6yQmJjJ3d3eFz1urVq3oOdNSlFAKGYAQEbVt2xZnzpxB+fLleeX//fcf+vTpg/fv34sUmWKNGjWCl5cXr+zo0aM4fvy4yvsZGhri77//Rt26dXnl169fR0xMjNL7tWrVqvjBEqIBtWvXxh9//IHo6GhMnz4dxsbGgn3y8vKwZcsW1KlTB9OmTUNsbKwIkWqfGzduoHXr1jh9+rRg28SJE/Hff/+hZs2aIkRGSDGIndESwtiHwSv29vaCX3yurq4sJSVF7PB4UlNTWcWKFXlx1qlTp1BTHz148ECwRriqm6GhIQsODtbAWRGiHk+ePGGzZs0S9AXO/76eNGkSi46OFjtc0fz5558Kp1EzMjJiGzZsoP6SWo5qKIWohpJohebNm+Ps2bNwcHDglV+5cgXu7u5ITk4WKTKhcuXK4ZdffuGVPX78GGvXri3wvo6OjuA4rtCPxRiDh4cHUlNTixomIaKoUaMGNm7ciJiYGHh6esLU1FSwj0wmw86dO1G/fn1MmDABjx49EiFSceTl5WHu3LkYP348srOzedscHR1x7tw5zJ49GxKJRKQICSkeSiiJ1mjSpAnOnj2LSpUq8cojIyPh5uaGpKQkkSIT+vzzz9GuXTte2cqVK/H8+XOV99u9ezdycnIK/TgcxyEzMxN79uwpVpyEiKVatWrw8/NDbGws5s6dCzMzM8E+MpkMe/bsQYMGDTBu3Dg8ePBAhEg15/Xr13Bzc4Ovr69gW4cOHXDt2jV07NhRhMgIKTlKKIlWadSoEc6dO4fKlSvzym/evInu3bsjISFBpMj4DAwMsH79el4tQmZmJhYtWqT0Powx+Pn5FevxfH19wRgr1n0JEVOVKlWwbt06xMXFYcGCBTA3Nxfsw3Ec9u7di0aNGmHMmDG4d++eCJGWrvDwcLRq1Qr//fefYNvs/2vvzqOqLNf+gX/3Zp4ncSRCUEAJFREEsUw0h9R0k8cGXVH2asdWWuc0nerN3jx68uTK1M7JjvlqWh1Nk+2Eiq9jKQIGGDiAiOI8ME8Cstn374+zfH4+btA9shm+n7VcSy/2vp/LArm47ue57tdfx8GDB9GzZ08rZEZkHiwoqc0JDQ3F4cOH0atXL1k8NzcXI0eOxM2bN62UmVxkZCRmzZoli23cuBGHDh1q9vWlpaUoLCw0uDAUQqCwsLBNbfsTGap79+744osvUFRUhHfffRfOzs46rxFCYOPGjQgPD8e0adOQk5NjhUzNb9WqVXjiiSdw7do1WdzBwQFr167FP//5T9jb21spOyLzYEFJbVLfvn1x+PBhPPLII7L4qVOn8OSTT+L69etWykxu0aJFOk+oz507FxqNRue1NTU1Jl1r8+bNqK2tNWkNImvr2rUrPv/8cxQVFeEvf/kLXF1ddV4jhMDmzZsxcOBAJCQk4MSJE62fqBnU19dj1qxZeO2119DY2Cj72COPPIIjR47g5Zdftk5yRGbGgpLarKCgIBw+fBgBAQGyeF5eHp588klcvXrVOondo0uXLli4cKEsdvLkSXz99dc6r23uG6ch5syZA19fX6hUKqxfv54dS2rXfH198dlnn6GoqAgfffQR3Nzcmn2dWq1GREQEJk+ejMzMzFbO0niXL1/GiBEjsHr1ap2PxcfHIzMzE0OGDLFCZkSWoRC8MYvauEuXLmHkyJE6s+uCgoJw4MAB+Pv7Wymz/2hqasKQIUNkXRQPDw+cPXsWXbt2lWJCCPTt2xfnz583y/2QNjY2GDlyJFQqFaZMmcL7r6hdKy8vx/Lly7Fs2TJUVla2+LoJEyZg/vz5iI6ObsXsDHPo0CFMmzat2Xu+33nnHXz22WewtbW1QmZkLsXFxbJ/3wHg1q1bOpNKOhUrjSsiMsjly5dF3759deZ+BQQEiAsXLlg7PfHrr7/q5DZz5kyd1y1btkwoFAq951Aa8ismJkb8/e9/F2fPnrXCfwEi8ygvLxcLFiwQXl5eD/x8HzdunDh27Ji105XRarVi6dKlzR5H6ezsLDZu3GjtFMlMOIdSFwtKajeuXr0qQkJCdL6I/f39RWFhobXTEzNmzNDJLS0tTfaa8vJy4eLiIpRKpV5FolKpFPb29uKJJ5544JnJ9/8KCwsTH3/8scjKyuKAZGqXKisrxaJFi4S3t/cDP9efeuopceTIEWunK2pra8WLL77YbI5BQUEiJyfH2imSGbGg1MWCktqV69evi/79++t8Ifv5+Vm9M3ft2jXh6uoqy2vIkCGiqalJ9ro9e/YIGxubhxaVSqVS2NjYiJSUFCHEf878/e6778TkyZObPWGjpV8BAQHirbfeEr/88ovQaDTW+E9DZLSqqiqxePFi0aVLlwd+nsfHx4vDhw9bJcfCwkIxYMCAZvN6+umn29xpX2Q6FpS6WFBSu3Pz5k0RHh6u88Xco0cPkZeXZ9XclixZopPXt99+q/O6PXv2CBcXF6FQKHS2wO/GXFxcpGLyfjU1NeLnn38W06dPFx4eHnoXl127dhX/9V//JXbt2qXXUZFEbUV1dbVYsmSJzrGn9/8aMWKEOHDgQKt15nfv3t3i9vz8+fN1fqCkjoEFpS4WlNQuFRcXi0GDBul8QXfr1k2cOnXKank1NDTobMt36dJFlJWV6by2vLxcLF++XAQFBelsjy1fvlxUVFTofc09e/aI1157TXTr1k3v4tLNzU08//zzYtOmTaK6utrc/ymILKK2tlYsXbpUdO/e/YGf38OHDxf/93//Z7HCUqvVikWLFjV7T7S7u7vYtm2bRa5LbQMLSl0sKKndKi0tFYMHD9b5ovb19RW5ublWyyslJUUnpzfeeKPF12u1WlFSUiIuXLggSkpKTPoGqNFoxJEjR8Tbb78tAgMD9S4uHRwcxMSJE8WaNWtEcXGx0dcnai23b98Wy5cvFz179nzg53ZsbKzYs2ePWQvLyspKoVKpmr1ev379rL5TQpbHglIXxwZRu1ZeXo6xY8fi+PHjsriPjw/279+PgQMHWiWvhIQEqNVq6c9KpRJZWVmtmo8QAjk5OVCr1VCr1XqfOqJUKvHEE08gISEBU6ZM0RkuT9SW1NfX43//93+xePFiXLlypcXXDR06FPPnz8f48eNlR6beTwiB0tJS1NTUwNXVFT4+PrLX5+XlQaVSIS8vT+e9zz77LNauXdviTE3qODg2qBnWrWeJTFdRUSFiY2N1flr09vYWmZmZVsnpwoULOg/OPP7441Z94vrcuXNiyZIlYtiwYQaNLhoyZIhYtGiROHPmjNVyJ3qY+vp6sXLlSuHv7//Qz+ft27frfC2Wl5eLZcuWNXsLyrJly0R5eblQq9XCzc1NZ02lUik+++wzTlToRNih1MWCkjqEqqoqMXz4cJ0vcE9PT5GRkWGVnD799FOdfH788Uer5HK/a9euiZUrV4oxY8YIW1tbvYvL0NBQ8cEHH4iMjAx+86Q2qaGhQaxatUoEBAQ88HM5IiJCJCUliaamJr0ekrOzs2t2HW9v7xYfnqOOiwWlLm55U4dRU1ODSZMm4dChQ7K4u7s7UlJSEBMT06r51NXVoX///igqKpJiPXv2RF5eXpvaEisvL0dycjLUajX27NmD27dv6/W+Rx55BFOmTIFKpcLjjz/Okz+oTWlsbMT333+PRYsW6Zyyda/evXvj4sWLAACtVmvQNQYNGoSkpCT07t3bpFyp/Wluy/vmzZs6sU7F2hUtkTnV1taKUaNG6fzk6ObmZpXhx1u3btXJ5b333mv1PPRVW1sr1Gq1eOmllx56Usm9v3x8fMQrr7witm/fLurq6qz91yCSNDY2iu+++0706dNH789nfX7NmDFD1NbWWvuvR1ZQXl4uFi5cqPM5ERAQIN0e0RmxQ0kdTl1dHaZMmYK9e/fK4i4uLkhOTsaIESNaLRchBMaPH4+UlBQpZmdnh9zcXISEhLRaHsZobGzEL7/8gqSkJGzduhXXrl3T632urq4YP348VCoVJkyYAHd3dwtnSvRwGo0GGzduxMKFC5Gfn2/SWs8++yw2b978wId7qGNKSUnBs88+i9u3b+P+8unu54OzszO2bNmCsWPHWiNFq2FBSR1SfX09nn32WezatUsWd3Jyws6dOxEfH99queTn5yM8PByNjY1SbMyYMdizZ0+7+Yak1Wpx/PhxJCUlQa1Wo6CgQK/32dnZYfTo0VCpVJg8eXLn3g6iNqGpqQmbNm3CggULmn1S+2EUCgUCAwNRUFDQbr5+yTxSUlIwYcIECCEeeHuEUqmEQqFAcnJypyoqWVBSh9XQ0IBp06Zh+/btsrijoyO2b9+Op556qtVyef/99/H555/LYmq1GlOmTGm1HMxFCIHTp09LxWV2drZe71MoFBg+fDhUKhVUKhUCAgIsmyjRfaqqqnD27Fnk5+cjKysLS5cuNXqtkpIS+Pj4mDE7assqKirg5+eHuro6ve61VSqVcHJywpUrV+Dp6Wn5BNsAFpTUod25cwfPP/+8bCYkADg4OECtVmP8+PGtkkd1dTVCQ0Nl28YBAQE4ffo0nJycWiUHSykqKsLWrVuRlJSEI0eO6GwDtSQiIkIqLsPCwtjtIbPQaDS4cOEC8vPzpeLx7q8bN26Y7ToXLlzgD0WdxJ07d7BkyRJ8/PHHev/7Bvznh+hly5Zh3rx5Fsyu7WBBSR1eY2Mjpk+fjs2bN8vi9vb2+PnnnzFp0qRWyePf//43pk+fLov9z//8Dz755JNWuX5ruHXrFrZv346kpCTs378fd+7c0et9ffr0QUJCAlQqFaKjo6FUKi2cKbVnQgiUlJTIisW7xWNhYaHs9hJLYYeyfRBC4Pbt26ioqEBlZSUqKipkv28udv/v6+rqjLp2Z7s9ggUldQoajQYvvfQSNmzYIIvb2dlh06ZNrbL1LITAiBEj8Ouvv0oxR0dHnDlzpkN2OqqqqrBr1y6o1WokJyejtrZWr/f17NlTGkc0YsQI2NnZWThTaqvq6+tx7ty5ZgvH8vJyq+TU2YoEa2tqakJVVZVehV9LRaJGo7Hq36Gz/PDBgpI6jaamJrzyyiv4/vvvZXFbW1ts2LABU6dOtXgOOTk5iIiIkN2Do1KpkJSUZPFrW1N9fT327dsHtVqNbdu2obS0VK/3eXl5YeLEiUhISMCYMWPg7Oxs4UyptQkhcPXqVVnReLdwLCoqMmiLUR9KpRIBAQEICQnB7du3cfjwYYPe39m2MU3V0NBgUnewurra2n8Fk3WW2yNYUFKn0tTUhFmzZmHt2rWyuI2NDX788Uc899xzFs9h7ty5+Mc//iGLpaSkYMyYMRa/dlug0Whw5MgR6Yzxy5cv6/U+JycnjBs3DgkJCZg4cWKnudG9o6iurm72vsazZ8/qPUzfED4+PggODkZISIjsV1BQEBwcHADwQYuHEUKgpqbGoCLw/lh9fb21/xpWxw4lUQel1Wrxxz/+Ed9++60srlQqsW7dOsyYMcOi1y8vL0dwcDBKSkqkWEhICHJycmBvb2/Ra7c1QghkZmZCrVYjKSlJ7zEutra2GDlyJBISEjB58mT06NHDwpmSPjQaDYqKipotHK9fv27269nb26NPnz4ICQnRKR71/QZu6CiYXbt2tZsf/jQaDSorKw0uAu/9vaGnB7V1NjY20Gq1Zu98N6ez3R7BgpI6Ja1WizfeeAMrV66UxRUKBdauXYvExESLXn/16tWYNWuWLLZkyRK88847Fr1uW5eXlyd1Lo8fP67XexQKBWJiYqSHeoKCgiycJbX0QMy5c+cs8kBMz549pULx3sLx0UcfNcuRn/cOqwYgKzbuHVadlJTUasWkEAL19fUGbxHf+9qamppWybW1KJVKeHh4wNPTE56eni3+XqlU4vr16zh//jzOnDmDvLw8oz4vbWxsMGjQIMTFxaGyshLr16/nU94PwIKSOi0hBN566y2sWLFCFlcoFPj222/x6quvWuzaWq0WMTExsqLJ1dUV+fn56Nmzp8Wu255cvnwZW7duhVqtxuHDh/XulISHh0OlUiEhIQEDBgzoFJ0BS2hoaNB5IOZu8VhWVmb267m4uOh0GYODgxEcHAw3NzezX+9+FRUVWL9+PVasWIHCwkIpHhQUhHnz5iExMREeHh56r6fValFdXW1Sd1DfKQnthaOjY7NFoD5FooeHB1xdXXW+noUQKCgowJEjR3D06FEcPXrU6JOQXF1dERsbi+HDhyMuLg5Dhw6Fq6srAN4eoQ8WlNSpCSHwzjvvNDvgeOXKlfjjH/9osWunp6cjJiZGFps+fTp++OEHi12zvSopKcGOHTugVquxd+9eNDQ06PW+3r17S8VlbGwsxxHdRwiBa9eu6RSN+fn5uHjxotm3OxUKhfRAzP2FY69evdpE8S+EQFlZGUpLSyGEgFKp1Cn+9OkUVlVVtcq2amtyc3PTq/BrLubh4QFHR0eTc2hoaEBWVhaOHj2KI0eOIDU1FcXFxUat5efnJxWPw4cPR3h4OGxsbFp8fUe+PcIcWFBSpyeEwAcffIC///3vOh/76quv8MYbb1js2q+++irWrFkji/3yyy94/PHHLXbN9q66uhp79uyBWq3Gzp079X4KtFu3bpg8eTJUKhXi4+M71f2q1dXVOHv2bLMPxOg7zskQXl5eOkXj3QdizFFUPMzd2YOmjJqxxINC1mRra2tSd9Dd3f2BxZallJWVITU1VSogjx8/rvcPlPdSKBQYMGCAVEDGxcXB39/f4HXa4u0RbQULSiL85x+F+fPnY+HChTofW7p0Kf70pz9Z5Lq3bt1CcHAwKisrpdjAgQORmZlplX+825uGhgYcOHAAarUaW7du1btT4eHhgQkTJkClUmHcuHHStpahhBAoLS1FTU0NXF1d4ePjY7UuW1NTk/RAzP0Pxdx7QpO52NnZtfhATJcuXUxa+0GzB/UtEq09e9DcnJ2d9S4Cm4s5Ozu3iQ7wgwghcP78eal4PHr0KE6fPm3UWs7OzoiJiZG6jzExMXB3dzdLnua+PaKjYEFJdI8FCxY0e3LN559/jnfffdci11yxYgXefPNNWeyf//wnXn/9dYtcr6NqampCamqq9FBPUVGRXu9zdHTEmDFjoFKpMGnSJL2eDq6oqMC6devw1Vdf6XxDmTt3LhITEy1231RpaWmLD8RY4p67Hj16NPtATEBAQIsPxDQ0NJjUHayqqjL738OaFAoF3N3dDS4C790u7ogd9cbGRmRnZ8sKyJs3bxq1Vo8ePWTdx4EDB1r8UIS7t0dUV1fDzc0N3t7ebb5otyQWlET3WbRoEf77v/+72fiHH35o9utpNBpERETg5MmTUszLywtnz541udPTWQkhcOLECam4vPe/7YPY2NhgxIgRUKlUmDJlCvz8/HReo++W15YtWzB27Fij8m9oaEBhYWGzhaO+Q+EN4ezsLBWLwcHBePTRR9G9e3f4+PhIo2cM6Q52tNmDdnZ2et872FyR6Obmxvt3AVRWVuLYsWNS8Zienm7UsYYKhQJhYWFS9zEuLg4BAQGduphrC1hQEjXj888/x/vvv68T//TTTzF//nyzX+/w4cN48sknZbHZs2fjX//6l9mv1RkVFBRIxWVaWpre74uOjoZKpYJKpUJISIjBN+UnJye3WFTefSDm/vsa8/PzUVRUZJEHYry8vODl5QU3Nzc4OjpKM/nq6uqkeYWVlZVoamoy67WtzcXFxejuoKenJxwdHVmsGEgIgYsXL8q6jydPnjTqQSVHR0cMHTpU6j7GxsbCy8vLAlmTKVhQErXgyy+/xJ///Ged+Mcff4xPP/3U7N9gXnjhBWzcuFH6s0KhQEZGBoYMGWLW63R2V69exbZt26BWq3Hw4EG9i6eQkBCcP38eGo1Gr2+Kd8eG5OXl4datW80+ENPR5gRawr2zB43pDrq7u/M8+Fag0Wjw+++/S6N7jhw5YvS9u127dpV1HyMiIjrkln9Hw4KS6AG++uqrZofS/uUvf8Hf/vY3sxaVV65ckc4Xvmvo0KFITU3ldpmFlJWVYefOnVCr1UhJSTFq+40ezMHBwaTuYHOzB8n6qqurkZaWJnUf09LSjJ4Y0K9fP6n7OHz4cAQFBfH/eTvEgpLoIVauXNnsAzJvv/02lixZYtZ/+BYvXowPPvhAFlu7di1efvlls12DmldbW4uUlBSo1Wrs2LFD9uR9Z9bc7EF9u4Pmmj1I1nf58mVZ9zEnJ8eo2zLs7e0RFRUldR+HDRvWKc657gxYUBLp4dtvv8Vrr72ms9X55ptv4ssvvzRbUdnQ0IDw8HAUFBRIsa5du+Ls2bOdcgyFtdy5cweHDh2SxhHduHHD2ikZxcbGxuAt4vu3izm+qvNpamrCyZMnZafPXLp0yai1fHx8ZN3HyMhIODg4mDljagtYUBLp6bvvvsPMmTN1isrXX38dX331ldm2pXfv3o2nn35aFnvrrbfw5ZdfmmV9MoxWq4VarcbUqVNb/dpOTk4Gdwfv/X17mD1I1ldbW4v09HSp+5iWlmb06Ka+ffvKxveEhITwc7CTYEFJZIAffvgBiYmJOls9s2fPxsqVK81WVD7zzDPYsWOH9GcbGxucOHECjz32mFnWJ8OUlJTA19fX6PeHhoaia9euBnUHO+rsQbK+a9euSZ3Ho0ePIjs726gn++3s7BAZGSl1H4cNG4auXbtaIGNqD1hQEhlo48aNmDFjhs4/wDNnzsSqVavMskVYWFiIsLAw2RFjI0eOxP79+/nTvhUIIdC3b1+cP3/eoLEnCoUCgYGBKCgo4P83sgqtVovTp0/LxvdcuHDBqLU8PT2lzmNcXByioqLg5ORk5oypvWr+mAMiatHzzz8PGxsbvPjii7Lj3dasWYPGxkasXbvW5KIyKCgI7733Hv76179KsYMHD2Lz5s2YNm2aSWuT4RQKBebOnWvUEZzz5s1jMUmtpq6uDhkZGVL3MTU1FRUVFUatFRgYKBvf069fP06coBaxQ0lkJLVajeeeew6NjY2y+Isvvoh169a1eCydvm7fvo1+/frJbob38/NDXl4eXFxcTFqbDFdRUQE/Pz/U1dXp9XTr3TmUV65cgaeFjmEkunXrlqz7mJWVpfNvkj5sbGwwePBgWQeyR48eFsiYOioWlEQm2LFjB6ZOnapzhvK0adPwww8/mDxQecuWLToPg3z44YdYtGiRSeuScQw9KWfXrl0YM2ZMK2ZIHZkQAnl5ebLxPefOnTNqLXd3d8TGxkrdx+joaP6gSiZhQUlkot27d0OlUsnudwSAhIQEbNiwwaQHK4QQeOqpp7B//34pZm9vj1OnTqFPnz5Gr0vG0/cs76SkJBaTZJL6+npkZmZK3cfU1FSjz3J/9NFHZeN7wsLCOBKKzIoFJZEZ7N27F5MnT0Z9fb0s/swzz2DTpk0mzV07ffo0Bg4cKLtfc8KECdi5c6fRa5JpKioqsH79eqxYsQKFhYVSPCgoCPPmzUNiYiLnhpLBSkpKkJqaKnUff/vtN53dD30olUoMHDhQNr7Hz8/PAhkT/X8sKInMZP/+/Zg0aZLO8X1PP/00tmzZYtKJIW+//TaWLl0qi+3YsQMTJ040ek0ynRACZWVlqK6uhpubG7y9vfkADulFCIFz587Jhofn5eUZtZarqytiYmKk7uPQoUPh5uZm5oyJHowFJZEZHT58GBMmTNA503bs2LFQq9VGj9ioqqpCcHAwbt68KcWCgoJw8uRJHm1H1A7cuXMHWVlZsgdoiouLjVqrV69esu7jgAEDTH4IkMhULCiJzOzIkSMYP348ampqZPHRo0dj27ZtcHZ2Nmrd9evXIzExURZbuHAhPvroI6NzJSLLKC8vl7avjx49ioyMDJ1bYvShUCgQHh4uG9/j7+/PTji1OSwoiSzg2LFjGDdunM7xZU8++SR27NgBV1dXg9fUarV4/PHHkZqaKsWcnJyQl5cHf39/k3MmIuMIIXDhwgVZ9/HUqVNGreXk5CTbvo6JieH9uNQusKAkspCMjAyMHTtWZ6jw448/juTkZKPuccrOzkZkZKTsyeI//OEP2LRpk6npEpGeGhsbceLECdn4nhs3bhi1Vvfu3WXdx0GDBpk8bozIGlhQEllQVlYWRo8ejfLycll82LBh2L17N9zd3Q1ec86cOfjmm29ksX379mHUqFEm5UpEzausrERaWprUfUxPT5fGRhkqLCxMNr6nd+/e3L6mDoEFJZGF/f777xg1apTO/Ljo6GikpKQYfIpKaWkpgoODUVZWJsX69++PEydOsLNBZCIhBC5duiTrPubm5hp0hvtdjo6OiIqKkrqPsbGx8Pb2tkDWRNbHgpKoFeTm5mLUqFE6T3VGRkZi7969Bn+T+eabbzBnzhxZbOnSpUadNU3UmWk0GuTm5srG91y5csWotXx9fWXb14MHDzbpYAOi9oQFJVErOX36NOLj42WjfwBg0KBB2LdvH3x8fPReq6mpCVFRUcjOzpZi7u7uyM/PR/fu3c2WM1FHU11djfT0dKn7mJaWpjORQV+hoaGy7es+ffpw+5o6LRaURK0oLy8P8fHxuH79uiweHh6O/fv3w9fXV++1UlNTERcXJ4slJibiu+++M0eqRB3ClStXpM7j0aNHceLEiQeew94Se3t7DBkyROo+Dhs2DF26dLFAxkTtEwtKolZWUFCA+Ph4nW21sLAw7N+/H926ddN7rcTERKxfv14WS01NRWxsrFlyJWpPmpqacOrUKdn4nosXLxq1lre3t6z7GBkZyUMEiB6ABSWRFZw/fx4jR47EpUuXZPHQ0FAcOHAAPXr00GudGzduIDg4GNXV1VJs8ODByMjIgI2NjVlzJmpramtrkZGRIXUfU1NTdWa/6qtPnz6y02dCQkKgVCrNnDFRx8WCkshKioqKMHLkSBQVFcniffv2xYEDB+Dn56fXOkuXLsXbb78ti/3rX//C7NmzzZUqUZtw48YNWfcxOzsbGo3G4HVsbW0RGRkpdR+HDRtm0M4AEeliQUlkRZcuXUJ8fDwKCwtl8cDAQBw8eFCvE3AaGxsxcOBAnDlzRop5e3vj7NmzBj3oQ9SWaLVanDlzRja+5/z580at5eHhIXUe4+LiEBUVZfQRqETUPBaURFZ29epVjBw5EgUFBbJ4QEAADh48iICAgIeusX//fowePVoWmzNnDr7++mtzpkpkMXV1dTh+/Lhs+/r+AwH01bt3b9n4nv79+3P7msjCWFAStQHXr19HfHw88vLyZHF/f38cOHAAQUFBD13jD3/4A37++Wfpz0qlEr/99hsiIiLMni+RqYqLi2Xdx8zMTDQ2Nhq8jo2NDSIiImQdyJ49e1ogYyJ6EBaURG3EzZs3ER8fj9OnT8vivXr1wsGDB9G3b98Hvv/SpUsIDQ1FXV2dFIuLi8Ovv/7K2XhkVUII5Ofny8b3nD171qi13NzcEBsbK3Ufo6Oj4erqauaMichQLCiJ2pDi4mKMGjUKubm5sniPHj1w8OBBhISEPPD9CxcuxMcffyyLff/995gxY4bZcyVqSUNDAzIzM6XuY2pqKkpKSoxay9/fXza+57HHHuMEA6I2iAUlURtTUlKCp556CidOnJDFu3XrhgMHDqB///4tvre+vh5hYWGyhxe6d++O/Px8uLu7Wypl6uRKS0uRmpoqdR+PHz+OhoYGg9dRKpUYMGCAbHzPI488YoGMicjcWFAStUFlZWUYM2YMMjMzZXFfX1/s378f4eHhLb53x44deOaZZ2Sxd955B0uWLLFIrtS5CCFQWFgoO/v63gkDhnBxcUFMTIzUfRw6dCh/8CFqp1hQErVRFRUVGDt2LDIyMmRxHx8f7Nu3D4MGDWr2fUIITJw4Ebt27ZJitra2yMnJQb9+/SyZMnVAd+7cQXZ2tmz+461bt4xaq2fPnrLu48CBA2Fra2vmjInIGlhQErVhlZWVGD9+PI4dOyaLe3l5Yd++fRg8eHCz7ysoKMBjjz2GO3fuSLHRo0dj7969fECHHqiiokK2fZ2RkSF70EtfCoUCjz32mGx8z6OPPsrPP6IOigUlURtXXV2NCRMm4Ndff5XFPT09sXfvXkRFRTX7vg8//BCfffaZLLZlyxYkJCRYLFdqX4QQKCoqknUfT506BWO+LTg5OWHo0KFS9zE2Nhaenp7mT5qI2iQWlETtQG1tLSZOnIhDhw7J4u7u7tizZw9iY2N13lNTU4PQ0FBcvXpVivn7++PMmTM8JaST0mg0OHHihGz+4/Xr141aq1u3brLuY0REBOzs7MycMRG1FywoidqJ27dvY/Lkydi3b58s7urqit27d2P48OE67/npp5/w/PPPy2Lz58/Hp59+atFcqW2oqqpCWlqa1H1MT09HbW2tUWv1799fNr4nMDCQ29dEJGFBSdSO1NXVQaVSISUlRRZ3cXFBcnIyRowYIYsLIRAfHy/rbDo4OOD06dMIDAxsjZSpFV26dEk2PDwnJwdardbgdRwcHBAVFSV1H2NjY3kuPBE9EAtKonamvr4eU6dORXJysizu5OSEnTt3Ij4+XhbPzc1FREQEmpqapNjkyZOxdevW1kiXLKSpqQm5ubmy8T2XL182aq0uXbrIuo+DBw+Gg4ODmTMmoo6MBSVRO9TQ0IDnnnsO27Ztk8UdHR2xbds2jBkzRhZ/8803sWLFClls9+7dGDdunMVzJfOoqalBenq6dO9jWloaqqurjVorODhYNr4nODiY29dEZBIWlETt1J07d/DCCy8gKSlJFndwcEBSUhKefvppKVZRUYHg4GAUFxdLsb59+yI3N5edqDbq6tWrsu3rEydOyLrM+rKzs8OQIUOk7uOwYcPg6+trgYyJqDNjQUnUjjU2NmL69OnYvHmzLG5vb4+ff/4ZkyZNkmJr167FzJkzZa9bvHgx3n///VbJlVqm1Wpx6tQp2fieoqIio9by8vKSOo9xcXEYMmQInJyczJswEdF9WFAStXMajQaJiYn497//LYvb2dnhp59+gkqlAvCfomXYsGFIT0+XXuPi4oL8/Hz06tWrVXPu7G7fvo2MjAyp+5iamorKykqj1goKCpKN7wkNDYVSqTRzxkRED8aCkqgDaGpqwsyZM7F+/XpZ3NbWFhs2bMDUqVMBAMePH8fQoUNlg6tfeOEFnWKUzOvmzZuy7mNWVhY0Go3B69ja2mLw4MGyDmT37t0tkDERkWFYUBJ1EE1NTZg9ezbWrFkji9vY2OCHH36Q5lHOmjULq1evlr3m0KFDOiOHyDharRZ5eXmy4eGFhYVGreXh4YHY2Fip+xgdHc2h9ETUJrGgJOpAtFot5syZg1WrVsniSqUS69atw4wZM1BcXIzg4GBUVFRIHw8PD0dWVhZsbW1bOeP2r76+Hr/99pvUfUxNTUVZWZlRawUEBMjG94SFhXH7mojaBRaURB2MVqvF3Llz8fXXX8viCoUCa9aswcsvv4x//OMfmDt3ruzjK1as0ImRruLiYqSmpkrdx8zMTNy5c8fgdZRKJQYNGiQb38N7WYmovWJBSdQBCSHwpz/9CcuXL5fFFQoFVq1ahZdffhmRkZHIycmRPubp6Yn8/Hx07dq1tdNts4QQKCgokA0Pz8/PN2otV1dXxMbGSt3HoUOHwtXV1cwZExFZBwtKog5KCIF3330XX3zxhc7Hvv76a4SFhencN/nqq6/q3F/ZmTQ0NCArK0vqPqampspmdxrCz89P1n0MDw/nLQVE1GGxoCTqwIQQ+PDDD7F48WKdj61YsQJpaWmyJ7wVCgXS0tIQHR3dmmlaTVlZmbR9ffToUWRkZKChocHgdRQKBQYMGCAb3+Pv72+BjImI2iYWlEQdnBACn3zyCf7617/qfOyTTz7BF198gZqaGikWFRWFtLS0DvcwiBAC58+fl43vOX36tFFrOTs7IyYmRuo+xsTEwMPDw8wZExG1HywoiTqJBQsW4JNPPtGJjx8/Hrt375bFVq9ejVdffbW1UrOIxsZGZGdny8b33Lx506i1evToIdu+HjhwIOzs7MycMRFR+8WCkqgT+dvf/oaPPvpIJ+7j44PS0lLpz76+vsjPz4eXl1drpmeSyspKHDt2TOo+pqeno66uzuB1FAoFwsLCZON7AgICoFAoLJA1EVHHwIKSqJNZsmQJ3nvvvYe+bu7cuVixYkUrZGQ4IQQuXrwo6z6ePHkSxvxz5ujoiOjoaKkDGRsb264KaSKitoAFJVEn9OWXX+LPf/7zA1+jVCqRnZ2NAQMGtFJWLdNoNMjJyZGN77l69apRa3Xt2lXWfYyIiIC9vb2ZMyYi6lxYUBJ1Us0NN7/fE088gUOHDrX6dm91dTXS0tKk7mNaWhpqa2uNWis0NFTqPg4fPhxBQUHcviYiMjMWlESd2DfffIM5c+Y88DUbNmzAc889h9LSUtTU1MDV1RU+Pj5mLcquXLki6z7+/vvv0Gq1Bq9jb2+PqKgoqXgcNmwYfHx8zJYnERE1jwUlUSe3evVqzJ49u8X7D93d3eHj44MLFy5IsaCgIMydOxeJiYnw9PQ06HpNTU04efKkbHzPpUuXjMrdx8dHtn0dGRkJBwcHo9YiIiLjsaAkIqxbtw6vvPKK3g+13O1OOjs7Y8uWLRg7dmyLr62trUV6errUfTx27BiqqqqMyrNv376y8T0hISHcviYiagNYUBIRAODHH3/ESy+9ZNBWs1KphEKhQHJyslRUXr9+XdZ9zM7ORlNTk8H52NnZITIyUrZ9zXPGiYjaJhaURCT56aef8OKLLxpUVCoUCtjb22PKlCnIyMiQbY0bwtPTU+o8xsXFISoqCk5OTkatRURErYsFJRHJzJw5E2vXrrX4dQIDA2VnX/fr16/DHfdIRNRZ2Fo7ASJqO4QQ+OWXX8y+ro2NDQYPHizrQPbo0cPs1yEiIutgh5KIJCUlJfD19TV5HXd3d8TGxkrdx+joaLi4uJghQyIiaovYoSQiSU1NjUnvX7BgASZPnoywsDDY2NiYKSsiImrr2KEkIompHcqSkhIOEici6oR4BzwRSXx8fIw6mlChUCAoKAje3t4WyoyIiNoyFpREJFEoFA8937sl8+bN45BxIqJOilveRCRTUVEBPz8/1NXV6TWPUqlUwsnJCVeuXDH4GEYiIuoY2KEkIhlPT09s2bIFCoXioXMh756Uk5SUxGKSiKgTY0FJRDrGjh2L5ORkODk5QaFQ6Gxl3405OTlh165dGDNmjJUyJSKitoAFJRE1a+zYsbhy5QqWLVuGwMBA2ccCAwOxbNkyXL16lcUkERHxHkoiejghBMrKylBdXQ03Nzd4e3vzARwiIpKwoCQiIiIik3DLm4iIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITMKCkoiIiIhMwoKSiIiIiEzCgpKIiIiITPL/AJz2kaskR083AAAAAElFTkSuQmCC\n",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -1396,7 +1396,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0b0dbcd5",
+   "id": "22d018cc",
    "metadata": {},
    "source": [
     "To save drawings to a file, use, for example"
@@ -1405,19 +1405,19 @@
   {
    "cell_type": "code",
    "execution_count": 38,
-   "id": "4c25a13b",
+   "id": "47c0c750",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:14.148147Z",
-     "iopub.status.busy": "2023-01-04T19:40:14.147842Z",
-     "iopub.status.idle": "2023-01-04T19:40:14.288867Z",
-     "shell.execute_reply": "2023-01-04T19:40:14.288124Z"
+     "iopub.execute_input": "2023-02-23T15:29:18.198557Z",
+     "iopub.status.busy": "2023-02-23T15:29:18.198073Z",
+     "iopub.status.idle": "2023-02-23T15:29:18.430655Z",
+     "shell.execute_reply": "2023-02-23T15:29:18.429661Z"
     }
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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OnIC3tzeuX7+OmjVrYsyYMRg1ahRq1KhR7vHlSWZmJlq3bo38/HzcunVLqk4CItKHCko5tTAoDr4RKUKdnSykwOXA1cYAC50ti/4bn89HSkpKsYXjhw8fvn2fggJMTEyKbcNTuXJloecksi87OxuVKlXC/v37MXjwYLbjSBVxtxF7+fIlduzYgZ07d+Ldu3do164dJkyYgO7du1PT/3JITk5GixYtYGBggJCQEFryQ0SGCko5Zbc6BCmZOSIbX0tZgG6cqKLCMT4+Hrm5uQAANTW1okLx+8LRxMQEysrKIstE5FP16tUxbtw4eHp6sh1FaoirjRjDMAgJCYG3tzdOnTqFihUrYvDgwRg/fjwsLS3/+v2kZKKiomBnZwcHBwccP34cCgoKbEciMogKSjmUlcdDg4UXIcq/eIZhkOs7HnVNjX+4RW1hYYHatWvTBgkiNi1btoSZmRn279/PdhSpUJ42Yt9zczL7bRuxz58/48CBA9i6dSseP36MevXqYcKECXB1daWz60Xk3LlzcHZ2xtixY7F582ZaKkSEjnYtyKGUjGyRFpMAwOFwEBz5EJY1NUR8JUL+zMjICM+fP2c7hlQQdRux2NhYeHt7w9fXF7m5uXBxccHWrVthZ2dHBY6Ide7cGVu3bsWYMWNgaGgINzc3tiMRGUMFpRzK5wlk6jqE/ImxsTHCw8PZjiHxRNVGrJmBBu5euwhvb2+EhYWhevXqmDFjBkaPHo1atWoJ9Xrkz0aPHo2UlBS4u7tDT08Pffv2ZTsSkSFUUMohZUXx3G4W13UI+RMjIyO8evUKeXl5UFFRYTuOxJoT+BA8IW/Sy+fx0c5tB174zoKtrS2OHDkCFxcX2mTDoqVLlyI1NRWDBw9GzZo1qfsBERoqKOWQoZYaOIBIb3tz/rsOIWwzMjICwzBISUmhXny/kfDuC8IT04U+LgMOuLUscTY8Cp3bNBb6+KT0OBwOdu/ejdevX6N79+64ceMG6taty3YsIgNoCkkOqakoQl+EJ9kAQMGH13C0t8W8efMQHByMr1+/ivR6hPyOkZERANA6yj/wi0iFAlc0axgVuBzcyaSZYUmirKyMEydOoFatWujUqRPevn3LdiQiA6iglFP25rqiewPhADb66tDT04OPjw86dOiAKlWqwN7eHkuWLMGNGzeQn58vkmsT8jM9PT0oKChQQfkHIU/TRNKTFgD4AgYh8WkiGZuUnYaGBs6dO4eCggJ06dIFWVlZbEciUo4KSjk10EZfdG8gDLByZBccOXIEb9++xYMHD7Bq1SpoaGhg7dq1aNOmDapUqYJ//vkHq1atQmRkJPh8vkiyEKKoqAh9fX0kJSWxHUUiZeXxkCrCnrQAkJqRg+w8nkivQUpPT08P586dQ0JCAvr27Qsej/6OSNlRQSmnTKupo62JttBnKRW4HLQ10S46dpHL5aJBgwaYPHkyTp48iYyMDNy9excLFy4Eh8PB4sWL0bx5c2hpaaF79+7YsGEDHjx4AIGAdogT4aHWQb8njjZiDIDkjGwRX4WURcOGDXHs2DFcunQJEyZMALWmJmVFjc3l2IvMHDisD0WeENv7qChycWWaXYmPXisoKEBkZCSCg4MREhKCGzduIC8vD9ra2mjXrh3at2+P9u3bw8zMjPrUkTIbNWoU7t+/j7t377IdRexyc3Px9u1bvHnzpuh/C/95+/YtUnMU8NlmtMhzBI5rhUb6VUR+HVI2+/btw7Bhw7Bs2TLMmTOH7ThECtEubzmmV1UVi5wtMfvEQ6GNudjZslTn+CopKaFVq1Zo1aoV5s2bh9zcXNy6dauowJw8eTJ4PB5q1qwJe3v7ogLT0NBQaJmJ7DMyMsLx48fZjiE0DMPg8+fPvxSHxf3/Dx8+/PC9ioqKqF69OmrUqIHq1avD0sIMt8SQmdqISbahQ4ciJSUFc+fOhb6+PgYNGsR2JCJlaIaSCO2oNXcnc0ywNxFCov/LysrC9evXERISguDgYNy7dw8CgQCGhoZFxaW9vT1q1qwp1OsS2XL48GEMGDAAHz9+hIaG5J7exOfz8f79+98Wh9///587J6ipqaFGjRpF/xQWjT//fy0trR+OPs3O46G+iI9i5QCIXdgRaio0hyHJGIbBiBEjcPDgQVy4cAHt27dnOxKRIlRQEgDfjlzzOHYfAnDA4SqU+PsUuBwocjlY7Gz5wxFrovLx40eEhYUhODgYwcHBePjw2+yqubl5UXHZrl076OjoiDyLsGTn8ZCckY18ngDKilwYaqnRG6+Q3b59Gy1btsT9+/dhbW0t9ut/f9v5T7OJaWlpv2xQ09bW/qU4LK5grFSpUpnz2a0OQYoIN+YYaKki1M1eZOMT4SkoKEDXrl1x+/Zt3LhxA/Xr12c7EpESVFASAMCtW7dg28kFbWdsQ1KOMhS4nD/uAi98vK2JNpa7NCjVbW5hev/+Pa5du1ZUYMbHf5tptbKyKrpFbmtrC01NTVby/U7Cuy/wi0hFyNM0pGbm/DA7xAGgX1UV9ua6GGijD9Nq6mzFlBlpaWmoVq0aTpw4ARcXF6GMyTAMPn369NfZxDdv3uDjx48/fO/3t53/NJtYrVo1KCsrCyXvnywMioNvRIpIOj8ocDlwtTHAQmdLoY9NROPz58+wtbVFRkYGbt++TUdkkhKhgpKAYRi0adMG2dnZiIqKQlJ6zrdiJz4NqRnFFDtaqrA308WgFvpFu7klxatXr4pujwcHByMlJQVcLhdNmjQpKjDbtGkDNTV2TvF5kZmDOYEPEZ6YLjVFuyxgGAaVKlXC4sWLMWPGjD9+beFt598Vh9//t9zc3B++t1KlSr8tDr//p2rVqj/cdmZbwrsvcNwQJrLxr0yzlbjXCvJnr1+/RosWLVC1alWEhYWhcuXKbEciEo4KSoLjx4+jV69euHTpEhwdHX94TNpvxz5//rxog09wcDDevHkDJSUlNG/evGgNZosWLVChQgWRZ/GPTIVnUBx4AqZUM0GFywoWOVuinxiWFciqevXqoWnTphg3btwfbz2/e/ful7ZV2travy0Ov/9v5bntzDbX3RG4mZQh1FlKBS4HrYy14DvCRmhjEvGJjY1FmzZt0Lx5c5w9e5bOYCd/RAWlnMvPz4elpSXq1KmDCxcusB1HpBiGwdOnT4sKzJCQEGRkZKBChQpo1apV0RrMZs2aCf2FU1gbn9yczDDR3lQIiWRD4W3nP61LLOlt59/dehbXbWe2SUIbMSJ5QkJC0LFjRwwaNAi7d++m9m3kt6iglHObN2/GlClTEB0dDSsrK7bjiJVAIMDDhw+LZi9DQ0Px+fNnqKmpwdbWtqjAtLa2hoJCyTcq/cw/MlWorZlW9mwglg1QbPr+tvPfisXibjsXVxxevXoVT548wdmzZyXytrMkoN9VUhw/Pz8MGjQICxcuhKenJ9txiISiglKOffr0CXXq1IGzszP27NnDdhzW8Xg83L9/v2j95fXr15GTkwNNTU20a9euaA2mpaVliT+l06zPj37e7fy7dYppaWm/ve38p00sf7rtvGHDBnh4eCAnJ4dmWf5AktuIEfYsX74cc+fOxZ49ezBs2DC24xAJRAWlHPPw8MDGjRuRkJBAu/iKkZ+fjzt37hQVmLdu3UJ+fj50dXV/OMXHxMTktwWKPKxL+/62899mE0ty27m4glFXV7fct52DgoLQvXt3vH79GjVq1CjXWLKurOt9OWCgrKggtjZiRHwYhsHYsWOxZ88enD17Fk5OTmxHIhKGCko59eLFC5iZmWHGjBlYunQp23GkwtevX3Hz5s2iNZh37twBn89H7dq1i2Yv7e3tYWBgAED6d87+fNv5T8Xi7247/202UZy3nR8+fAgrKytcv34drVu3Fss1pVlZOhLkpcTg9Pz+aFrXSIxJibjweDx0794d4eHhCA8PR8OGDdmORCQIFZRyasiQITh//jwSExOpHUQZffnyBeHh4UVrMO/fvw+GYWBsbIz27dsjy7wT7mSqgC+CZ1h5evvl5uaWaBPL3247/6lYlMTdzllZWVBXV4evry8dK1cKRT1T/9JGrLtlVTjaNEDPnj3h4+PDVlwiYllZWWjXrh3evHmD27dvQ09Pj+1IREJQQSmHoqOj0bhxY2zZsgXjx49nO47MyMzM/OEUnw9tpkCpiuiOhPz+9JGfbzv/qWD8+bazkpISqlev/tdbz9WqVZP6tiE6OjqYPHky5s+fz3YUqfS3NmIbN27E9OnT8fDhQ9SrV4/FpESU3r59i5YtW0JNTQ3Xr1+XuIMjCDuooJQzDMPAyckJqampiI2NlfoCQVJl5fHQQMTnI4NhUP36arx7lYq3b9/+8bbzn2YT5Wm3s42NDSwtLWkTmojk5+ejbt26sLS0RFBQENtxiAg9fvwYrVu3hrW1NS5cuCAXrbXIn0lPh2oiFBcvXsSVK1cQGBhIxaQIpWRki7aYBAAOB7UsrGHftlWxxaIk3nZmm5GREZKSktiOIbOUlZWxbNky9O/fH2FhYbC1tWU7EhGRunXr4tSpU3BwcMCIESNw4MAB6p4g52iGUo7w+XxYW1tDU1MTYWFh9OQXofupH+Cy7abIrxM4rhUa6VcR+XVkhYeHBw4dOoSUlBS2o8gsgUAAGxsbcLlc3L59m15nZNyRI0fQr18/zJ07lzZ4yjmaoZQj+/fvR2xsLL3Ii4GyonhuIYvrOrLC2NgYL1++RH5+Pt2iExEul4tVq1ahffv2OHbsGHr37s12JCJCffv2xYsXL+Du7g59fX2MHj2a7UiEJfRuJCeys7Mxf/589OnTBzY2ktG/UJYZaqlB1CU757/rkJIzMjKCQCBAamoq21Fkmr29Pbp06QIPDw/k5+ezHYeI2IwZMzBhwgSMHz8e586dYzsOYQkVlHJi/fr1eP/+Pby8vNiOIhfUVBShL+KTbPS1VH/YYUv+zsjoW3/E58+fs5xE9q1YsQLPnz+nFkJygMPhYOPGjejatSv69OmDqKgotiMRFlBBKQfevXuHlStXYuLEiTA2NmY7jtywN9eFAlc085QKXA7szXRFMrYs09fXB5fLpYJSDOrXr4+hQ4di0aJF+Pz5M9txiIgpKCjg0KFDsLS0RJcuXZCcnMx2JCJmVFDKgUWLFkFRURHz5s1jO4pcGWijL9QjF7/HFzAY1IKOtistJSUl6OnpUUEpJosWLUJ2djZWrVrFdhQiBqqqqjh9+jTU1NTQqVMnZGZmsh2JiBEVlDLuyZMn8PHxwdy5c1G1alW248gV02rqaGuiLfRZSgUuB21NtEV67KIso9ZB4lO7dm1MnToV69atw6tXr9iOQ8RAV1cXFy5cwPv379GjR49f+uMS2UUFpYybPXs2ateujYkTJ7IdRS4td2kARSEXlIpcDpa7NBDqmPLEyMiIZijFaNasWVBVVcXChQvZjkLExNTUFKdPn0ZkZCSGDh36yxGuRDZRQSnDwsPDcerUKSxfvhwVKlRgO45c0quqikVlOG/7TxY7W0JPxBt+ZJmxsTEVlGKkoaGBBQsWYM+ePYiLi2M7DhGTli1bws/PDwEBAZg9ezbbcYgYUGNzGcUwDFq0aAE+n487d+7IzdF6kmpLSALWXIov9zjuTuaYYG8ihETyy8/PD4MGDcLnz5+hrk7LBsSh8EjGevXq4fTp02zHIWK0ceNGTJ06FVu2bMGECRPYjkNEiKoMGRUQEIA7d+5gzZo1VExKgIn2pljRswFUFLlQKOUdcAUuByqKXKzs2YCKSSGg1kHip6ysjOXLl+PMmTMIDQ1lOw4RoylTpmDatGmYPHkyTp06xXYcIkI0QymD8vLyULduXVhaWtJsgIR5kZmDfuuC8IqvDgUOwP/Ds0+BywFfwKCtiTaWuzSg29xC8ubNG9SsWRMnT55E9+7d2Y4jNwQCAVq0aAEAiIiIoNO65IhAIECfPn1w7tw5hISE0OEaMoqmrmTQ1q1bkZKSgpUrV7IdhfyklmYFvDk0B83eX4BrC0MYaKn+cqIOB4CBlipcbQxwZZotfEfYUDEpRNWrV0eFChVohlLMCo9kjIyMxNGjR9mOQ8SIy+XC19cXjRo1Qrdu3fDs2TO2IxERoBlKGfPhwwfUqVMHvXv3xo4dO9iOQ35y+fJlODk54caNG2jVqhUAIDuPh+SMbOTzBFBW5MJQS41OwBGxevXqwcHBAZs2bWI7itzp2rUrHj9+jMePH9N56nImIyMDLVu2BADcvHkT2traLCciwkQzlDJm+fLlyM/Px6JFi9iOQorh4+MDS0vLohdV4NsxjZY1NdBIvwosa2pQMSkG1DqIPStWrEBycjJ94JVDWlpaOH/+PD5+/AhnZ2d8/fqV7UhEiKiglCHJycnYtGkT3N3dUb16dbbjkJ+8e/cOJ0+exOjRo2n9GMuodRB76tevj2HDhmHx4sX49OkT23GImNWpUwdnzpxBdHQ0Bg0aBD6fz3YkIiRUUMqQwtNwZsyYwXYUUox9+/ZBUVERrq6ubEeRe4UzlLTihx10JKN8a968Ofz9/XHy5Em4ubmxHYcICRWUMuLu3bs4dOgQFi9ejEqVKrEdh/xEIBBg586d6NOnD6pUqcJ2HLlnZGSEnJwcpKWlsR1FLtWqVQvTpk3D+vXr6UhGOeXs7IzNmzdjw4YN2LBhA9txiBBQQSkDGIaBu7s76tWrh2HDhrEdhxQjJCQEz549w+jRo9mOQkC9KCXBzJkzoaamBk9PT7ajEJaMHz8eM2fOxPTp03H8+HG245ByooJSBpw9exbXrl3DqlWroKhIGzokkY+PD+rVq1e0s5uwiwpK9hUeybh3717ExsayHYewxMvLC3379sXAgQNx8+ZNtuOQcqC2QVKOx+PBysoK1atXx9WrV2mzhwRKS0tD7dq1sXr1akyZMoXtOOQ/WlpamD59OubOnct2FLmVn5+PevXqwcLCAmfOnGE7DmFJXl4enJycEBcXh5s3b8LMzIztSKQMaIZSyu3ZswePHz/G6tWrqZiUUPv27QOXy6XNOBKGWgexr/BIxsK7LEQ+qaio4OTJk9DV1UWnTp1obbOUohlKKZaVlQUTExM4ODjg4MGDbMchxRAIBDA3N0eLFi3g6+vLdhzynT59+iAjIwNXr15lO4pcYxgGNjY2YBgGERER4HJpnkNepaSkoEWLFtDT00NISAjU1NTYjkRKgZ65UmzNmjX4+PEjli1bxnYU8hvXrl1DYmIibcaRQEZGRkhKSmI7htzjcDhYvXo17t69S0cyyjkDAwOcPXsWjx49woABA6hHpZShglJKvX79GqtXr8bkyZNhYGDAdhzyGz4+PrCwsECbNm3YjkJ+YmRkhBcvXoDH47EdRe7Z2dmha9eumDNnDvLz89mOQ1jUuHFjHD16FGfPnsXkyZOpV6wUoYJSSnl6eqJChQqYM2cO21HIb7x//x4nTpygk3EklLGxMfh8Pl68eMF2FIL/H8m4fft2tqMQlnXq1Anbt2/H1q1bsWbNGrbjkBKiglIKxcXFYc+ePZg/fz40NTXZjkN+Y//+/eBwOBg8eDDbUUgxClsH0W1vyWBpaYnhw4fTkYwEADBy5EjMmzcPM2fOhL+/P9txSAlQQSmFZs6cCUNDQ4wfP57tKOQ3GIaBj48PevXqBS0tLbbjkGLo6+uDw+HQTm8JsmjRIuTk5GDlypVsRyESYPHixXB1dcWQIUMQGhrKdhzyF1RQSpng4GCcO3cOK1asgLKyMttxyG+EhoYiISGBNuNIMBUVFdSqVYsKSglSs2ZNTJ8+HevXr8fLly/ZjkNYxuFwsGvXLrRt2xY9evTAo0eP2I5E/oDaBkkRgUCApk2bQkVFBTdv3qR1eRJswIABiIqKwpMnT+jvSYLZ2dmhVq1aOHToENtRyH8+f/6MOnXqwNnZGbt372Y7DpEAnz59Qps2bfDlyxfcunULNWrUYDsSKQbNUEqRQ4cO4f79+1izZg0VKRIsPT0dx48fp804UoBaB0meypUrw9PTE/v27aMjGQmAb8d0njt3DjweD127dkVWVhbbkUgxqKCUErm5uZg7dy5cXFzQunVrtuOQPzhw4AAAYMiQISwnIX9Dp+VIptGjR8PIyAizZ89mOwqREHp6ejh37hwSEhLQp08favclgaiglBKbNm3C69evsWLFCrajkD8o3IzTs2dPaGtrsx2H/IWxsTHS0tKQnZ3NdhTyHWVlZXh5eeHs2bMICQlhOw6REFZWVjh+/DguX76McePGUY9KCUMFpRTIyMjA8uXLMWbMGJiZmbEdh/xBeHg4nj59SptxpERh6yCapZQ8vXr1QvPmzTFz5kwIBAK24xAJ4ejoiJ07d2LXrl1Yvnw523HId6iglAJLliyBQCCAp6cn21HIX/j4+MDExATt2rVjOwopASooJdf3RzIGBASwHYdIkKFDh2LRokWYN28efH192Y5D/kMFpYR79uwZtm7ditmzZ0NHR4ftOOQPMjIycOzYMdqMI0Vq1KgBFRUVKigllK2tLbp164Y5c+YgLy+P7ThEgsyfPx/Dhw/H8OHDcfXqVbbjEFBBKfE8PDygq6uLqVOnsh2F/IWvry8EAgFtxpEiXC4XhoaGVFBKsBUrViAlJYWOZCQ/4HA42L59Ozp06ICePXvi4cOHbEeSe1RQSrDbt2/j6NGjWLp0KVRVVdmOQ/6gcDOOi4sLdHV12Y5DSoFaB0m2evXqYcSIEViyZAkdyUh+oKSkhKNHj8LY2BidO3emZvgso4JSQjEMAzc3N1hZWcHV1ZXtOOQvbty4gcePH9NmHClErYMk38KFC+lIRlIsdXV1nD17FhwOB126dMHnz5/ZjiS3qKCUUCdPnsSNGzewevVqKCgosB2H/IWPjw/q1KkDe3t7tqOQUjI2Nsbz58+pBYkEq1mzJmbMmEFHMpJi1axZE+fPn0dKSgp69eqFgoICtiPJJSooJVBBQQFmzZoFJycnODk5sR2H/EVmZiYCAgIwevRocLn0lJI2RkZGyMrKQnp6OttRyB+4u7tDXV0dCxYsYDsKkUCWlpYIDAzEtWvXMGrUKPqAyAJ695NAPj4+SExMxOrVq9mOQkqgcDPO0KFD2Y5CyoBaB0mHypUrY8GCBdi3bx9twCDFsre3x759+7B//34sWrSI7Thyh8NQGS9RPn/+DBMTE3Tp0gV79+5lOw75C4ZhUL9+fVhaWlKvPCn14cMHVK1aFf7+/ujbty/bccgf5Ofnw9LSEmZmZjh79izbcYiE8vLywpw5c7B7924MHz6c7Thyg2YoJczKlSuRlZWFJUuWsB2FlMDNmzfx6NEj2owjxapUqQJNTU2aoZQChUcynjt3DsHBwWzHIRJq9uzZGDNmDEaPHo2LFy+yHUdu0AylBHn58iVMTU0xffp0LFu2jO04pASGDBmC69evIyEhgdZPSrHGjRujadOm8PHxYTsK+QuGYdCyZUvweDzcuXOHnnekWDweDz169EBoaCjCw8NhbW3NdiSZR89ECTJ//nyoq6tj1qxZbEchJfDhwwcEBARg1KhR9KYm5ah1kPQoPJIxKiqKlpmQ31JUVIS/vz/Mzc3RuXNnpKamsh1J5tG7oISIiYnB/v374enpicqVK7Mdh5TAwYMHwePxaDOODChsHUSkQ9u2beHs7ExHMpI/qlSpEs6cOQMVFRV07twZHz9+ZDuSTKOCUkLMnDkTpqamtBZPShSejNO9e3dUr16d7TiknIyMjJCSkgI+n892FFJChUcybtu2je0oRIJVr14d58+fx+vXr+Hi4kIfQESICkoJcOnSJVy6dAkrVqyAkpIS23FICdy+fRuxsbH0AUBGGBkZgcfjUdNsKVK3bt2iIxlp5on8iYWFBU6dOoVbt25hxIgR1KNSRKigZBmfz4e7uztat26NHj16sB2HlJCPjw8MDQ3h4ODAdhQiBNSLUjotXLgQubm5dCQj+au2bdviwIED8PPzw9y5c//69dl5PMS9/oT7qR8Q9/oTsvN4Ykgp3RTZDiDvfH198eDBA9y6dQscDoftOKQEPn78iCNHjmDevHm0GUdGGBoaAvhWULZr147VLKTkCo9kXL16NcaPHw89PT22IxEJ1qdPH7x48QJubm4wMDDAmDFjfng84d0X+EWkIuRpGlIzc/D9PCYHgH5VVdib62KgjT5Mq6mLNbs0oLZBLMrJyYGZmRlatWpFuxWliLe3N6ZMmYIXL16gRo0abMchQlKrVi0MHz6cesBKmS9fvqBOnTp0GAQpEYZhMHnyZGzduhWnTp1C165d8SIzB3MCHyI8MR0KXA74gt+XRYWPtzXRxnKXBtCrqirG9JKNCkoWLV++HAsXLsTjx49Rp04dtuOQEmAYBg0bNoSJiQlOnDjBdhwiRG3atIGhoSEOHjzIdhRSSt7e3pg0aRJiYmLQoEEDtuMQCcfn89GrVy9cunQJ8/edx94H2eAJmD8Wkj9T4HKgyOVgkbMl+jXTF2Fa6UEFJUvS0tJgYmKCESNGYP369WzHISUUERGBFi1a4Pz58/jnn3/YjkOEaPDgwXj27Blu3LjBdhRSSgUFBbC0tISJiQnOnTvHdhwiBXJyctB82AJkGduXeyw3JzNMtDcVQirpRgvAWLJ48WJwuVzMmzeP7SikFHx8fGBgYABHR0e2oxAhMzIyQlJSEtsxSBkoKSnBy8sL58+fx9WrV9mOQ6RAUFy6UIpJAFhzKR5HIqlxOhWULIiPj8eOHTswd+5caGlpsR2HlNCnT5/g7++PkSNHQkFBge04RMiMjIzw9u1bfP36le0opAx69uyJFi1aYObMmRAIBGzHIRLsRWYOPIPihDrmgqA4vMjMEeqY0oYKShbMnj0btWrVwqRJk9iOQkrh0KFDyMvLw7Bhw9iOQkTA2NgYAJCcnMxuEFImHA4Hq1atwr1793DkyBG24xAJNifwIXilWC9ZEjwBgzmBD4U6prShglLMrl+/jsDAQCxbtgwVKlRgOw4pIYZhsGPHDnTt2hW1atViOw4RAepFKf3atm2L7t2705GM5LcS3n1BeGJ6qTbglARfwCA8MR2JaV+EOq40oYJSjBiGgZubGxo3boz+/fuzHYeUwt27dxETE0Mn48iwmjVrQklJidZRSrkVK1bgxYsX2Lp1K9tRiATyi0iFAlc0PZ8VuBwcvC2/aympoBSjo0ePIiIiAmvWrKGG2FLGx8cHenp66NixI9tRiIgoKCjAwMCAZiilnIWFBUaMGIGlS5fSkYzkFyFP04Q+O1mIL2AQEp8mkrGlAVU1YpKXlwcPDw906dIF9vbC2VlGxOPz5884fPgwbcaRA8bGxlRQyoDCIxlXrFjBdhQiQbLyeEgV8caZ1IwcuT2mkQpKMdm2bRuSk5OxatUqtqOQUjp06BC+fv2K4cOHsx2FiBi1DpINNWrUgJubGzZs2IDUVPm9BUl+lJKRDVE33mYAJGdki/gqkokKSjH4+PEjlixZghEjRqBevXpsxyGlULgZp0uXLqhduzbbcYiIGRkZ4fnz56DzHqSfm5sbNDQ0sGDBArajEAmRzxNPOylxXUfSUEEpBsuXL0deXh4WLVrEdhRSSlFRUYiOjqbNOHLC2NgYnz9/xocPH9iOQspJXV0dnp6eOHDgAB48eMB2HCIBlBXFU/KI6zqSRj5/ajFKSUnBpk2b4Obmhho1arAdh5SSj48PateuTccsyonC1kF021s2jBo1CiYmJpg1axbbUYgEMNRSg2j2d/8f57/ryCMqKEVs7ty5qFKlCtzc3NiOQkrpy5cvOHToEEaOHAlFRUW24xAxoF6UskVJSQkrVqzAhQsX6EhGAjUVRehXVRXpNfS1VKGmIp/vF1RQilBUVBT8/PywaNEiVKpUie04pJQOHz5Mm3HkTNWqVaGurk4FpQxxcXFBy5Yt6UhGAgCwN9cVaR9KezNdkYwtDaigFBGGYeDu7o66detSQSKlfHx80LlzZ+jp6bEdhYgJh8Oh1kEy5vsjGf39/dmOQ1g20EZfpH0oB7XQF8nY0oAKShE5d+4cQkJCsGrVKrpdKoWioqIQFRVFm3HkELUOkj1t2rRBjx496EhGAtNq6mhroi30WUoFLgdtTbRhoqsu1HGlCRWUIsDj8TBz5ky0a9cOXbp0YTsOKYOdO3eiVq1a6NSpE9tRiJgVtg4issXLywsvX76Et7c321EIy5a7NIAilwMIsSulIpeD5S4NhDaeNKKCUgT27t2LR48eYc2aNeBwRL2njAhbVlYW/Pz8MGLECJpdlkPGxsZISUkBn89nOwoRIgsLC4wcORJLly6ltlByTq+qKjrpfgGEuOd7sbMl9ES84UfSUUEpZFlZWViwYAEGDBiAJk2asB2HlIG/vz+ys7MxYsQItqMQFhgZGSE/Px+vX79mOwoRsoULFyI/P5+OZJRze/fuxaYp/WCcFSeU8dydzNG3mfyunSxEBaWQrV27FpmZmVi2bBnbUUgZ+fj4oFOnTtDXpxcIeUStg2RX9erV4ebmho0bN9KRjHLKx8cHw4cPx+jRo3FloxtW9GwAFUVuqddUKnA5UFHkYmXPBphgbyKitNKFCkohevv2LVavXo3JkyfD0NCQ7TikDO7fv4/IyEjajCPHCp+7VFDKphkzZtCRjHJqy5YtGDNmDCZNmoRt27aBy+WiXzN9XJlmh1bGWgDw18Ky8PFWxlq4Ms2OZia/w2Ho0FqhGTNmDI4ePYpnz56hSpUqbMchZTB+/HicPHkSqamptH5SjtWoUQNjxozBwoUL2Y5CRGDbtm2YMGEC7t+/j4YNG7Idh4jBunXrMGPGDMyYMQOrV68udn9Dwrsv8ItIRUh8GlIzcn7YssPBt6bl9ma6GNRCX653c/8OFZRC8ujRIzRo0ABr1qzBtGnT2I5DyiA7Oxs1atTAlClTsGTJErbjEBa1atUKJiYmOHDgANtRiAgUFBSgfv36MDIywoULF9iOQ0RsxYoV8PDwgIeHB5YtW1aizbLZeTwkZ2RjwuSpUFbgIPCAj9yegFNSdMtbSGbNmgUDAwOMHz+e7SikjI4cOYKsrCzajENgZGSEZykvEff6E+6nfkDc60/IzuOxHYsIiZKSEry8vHDx4kVcuXKF7ThEhBYvXgwPDw94enqWuJgEvh3TaFlTAwZqAmS/fErFZAnQDKUQXLt2Dfb29jhy5Aj69OnDdhxSRi1atECVKlVw/vx5tqMQlhTe8jp26wm+MCo/vPlwAOhXVYW9uS4G2ujDtBrd8pJmDMOgdevWyM3Nxd27d8Hl0vyKLGEYBgsWLMDSpUuxdOlSzJ07t0zjuLm5ISgoCPHx8UJOKHuooCwngUCA5s2bQ1FREbdu3aK+k1IqJiYG1tbWOHHiBFxcXNiOQ8TsRWYO5gQ+RHhiOhS4nD8ezVb4eFsTbSx3aSD3veek2Y0bN9CmTRscPHgQAwcOZDsOERKGYTB79mysWrUKq1atgru7e5nHWrlyJVasWEG9S0uAPpKVk7+/P6KioqiJuZTbuXMnqlevjq5du7IdhYiZf2QqHNaH4mZSBgD89ZzfwsdvJmXAYX0o/COp/Yy0at26NVxcXDB37lzk5uayHYcIAcMwmD59OlatWoUNGzaUq5gEAG1tbXz8+BEFBQVCSii7qKAsh9zcXMyZMwc9evRAmzZt2I5DyignJwe+vr4YPnw4lJSU2I5DxGhLSAJmn3iIPJ7gr4Xkz/gCBnk8AWafeIgtIQkiSkhErfBIxq1bt7IdhZSTQCDAxIkTsWHDBnh7e2PKlCnlHlNHRwcAkJGRUe6xZB0VlOWwZcsWvHz5kk5dkHIBAQH4/PkzRo4cyXYUIkb+kalYc0k466LWXIrHEZqplErm5uYYNWoUHcko5QQCAcaOHYtt27Zh586dQtsgW1hQvn//XijjyTIqKMuo8DScMWPGwNzcnO04pBx27NgBJyenohNSiOx7kZkDzyDhHLtWaEFQHF5k5gh1TCIenp6eyM/Ph5eXF9tRSBnw+XyMGDECu3btwt69e4U6OUAFZclRQVlGS5cuBZ/Ph6enJ9tRSDk8ePAAt2/fppNx5MycwIfglfIW99/wBAzmBD4U6phEPAqPZNy0aRMdyShleDweBg8ejAMHDuDgwYMYMmSIUMfX1tYGAKSnpwt1XFlEBWUZJCUlYcuWLZg1axZ0dXXZjkPKYefOnahWrRqcnZ3ZjkLEJOHdF4Qnppd6zeTf8AUMwhPTkZj2RajjEvGYMWMGNDU1MX/+fLajkBIqKCjAwIEDceTIEfj7+2PAgAFCv4aGhgaUlJRohrIEqKAsgzlz5kBXV5dOxJFyhZtxhg0bRptx5IhfROpfz+stKwUuBwdv0wyXNFJXV8fChQvh6+uL6OhotuOQv8jPz0ffvn0RGBiIo0ePonfv3iK5DofDgba2NhWUJUAFZSnduXMHR44cwZIlS6CqSv3npNnRo0fx6dMn2owjZ0Kepgl9drIQX8AgJD5NJGMT0RsxYgTMzMwwa9YstqOQP8jLy8O///6Ls2fPiqV3sI6ODhWUJUAFZSkwDAM3Nzc0aNAAgwcPZjsOKScfHx84ODigTp06bEchYpKVx0OqiDfOpGbk0DGNUqrwSMZLly7h8uXLbMchxfj69St69OiBK1euICgoSCy9g7W1tWkNZQlQQVkKQUFBCA8Px+rVq6GgoMB2HFIOsbGxuHnzJm3GkTMpGdkQ9dFgDIDkjGwRX4WISo8ePdCqVSvMnDkTAoGA7TjkOzk5OejWrRtCQ0Nx5swZdOzYUSzXpRnKkqGCsoQKCgowa9YsODo6iu2XmIjOzp07oauri+7du7MdhYhRPk88BYK4rkOEj8PhYPXq1YiOjsahQ4fYjkP+k5WVhc6dO+P27ds4f/48OnToILZrU0FZMlRQltCuXbsQHx+P1atXsx2FlNPXr19x4MABDBs2DMrKymzHIWKkrCielzxxXYeIRqtWrehIRgny+fNn/PPPP7h37x4uXrwIOzs7sV6fNuWUDL3qlcDnz5+xcOFCDB48GA0bNmQ7DimnY8eO4ePHj7QZRw4ZaqlBNPu7/4/z33WIdPPy8sKrV6/g7e39y2PZeTzEvf6E+6kfEPf6E62ZFaGPHz/CyckJsbGxuHz5Mlq3bi32DDo6OkhPTwfDiHrBjHRTZDuANFi1ahU+f/6MpUuXsh2FCIGPjw86dOgAExMTtqMQMVNTUYR+VVWkiHBjjr6WKtRU6KVV2pmbm2P06NFYunQphg0bhowCJfhFpCLkaRpSM3N+WIvLAaBfVRX25roYaKMP02rqbMWWKZmZmXByckJSUhKuXr2KJk2asJJDR0cHfD4fHz9+RJUqVVjJIA1ohvIvXr16hXXr1mHatGmoXbs223FIOT169AjXr1+nzThyzN5cV6R9KO3N6LADWeHp6Ql+RU10WnkWjhvC4BuRgpSfikng20aslMwc+EakwHFDGFx3R9AxnOWUnp6O9u3bIyUlBSEhIawVkwAdv1hSVFD+xfz586GmpkZ9yWTEzp07oaOjgx49erAdhbBkoI2+SPtQVn4fAx6PboHKgpDUPOgM2YS30ACAv/7eFD5+MykDDutD4R9JTe7L4t27d7C3t8ebN28QEhLC+lIzOn6xZOS+oPzTWpgHDx5g37598PT0hIaGBospiTDk5uZi//79GDp0KG3GkWOm1dTRUFcZEPCFOi6XA6h9eYEZIwfC1NQU27Ztow0dUmxLSAJmn3gIPrjgcEvXJo4vYJDHE2D2iYfYEpIgooSy6c2bN2jXrh0yMjIQGhqK+vXrsx2JZihLSC4X+iS8+1KitTChe7xgYmKCMWPGsBWVCNHx48fx4cMH2owjxwQCAdauXYtLKzei2vAtAITXT1ZJgYsLiwcjc1RLrFixAhMnTsSiRYswffp0jB07FpUrVxbatYho+UemYs2leKGMteZSPHQqqaBvM32hjCfLXr58ifbt2+Pr168IDQ2Fqakp25EAAFpaWgCooPwbDiNH25ZeZOZgTuBDhCemQ4HL+ePtCy4AAQCzygLsHtMBelXpmEVpZ2dnBwUFBQQHB7MdhbDg9evXGDx4MK5evYqZM2eiQY8xmBf0WGjjr+zZ4IeiISEhAatWrcL+/fuhpqaGiRMnYsqUKUW3z4hkepGZA4f1ocgTYi9RFUUurkyzo/eRP0hJSUH79u3B5/MRHBwMY2NjtiP9QEtLC25ubvDw8GA7isSSm1ve/pGpcFgfiptJGQD+vham8KXkWZYCrYWRAU+ePEFYWBhtxpFTp06dgpWVFR49eoTLly9j5cqVGNTSGG5OZkIZ393J/JcZKFNTU+zcuRNJSUkYNmwY1q1bBwMDA0ydOhUvXrwQynWJ8M0JfAiekNfY8gQM5gQ+FOqYsiQpKQm2trYAgNDQUIkrJgE6frEk5KKgLFwLk8cTlHoxPq2FkQ07d+6ElpYWXFxc2I5CxCgnJwfjxo1Djx490KZNGzx48AAODg5Fj0+0N8WKng2gosgt9c5vBS4HKopcrOzZABPsf9+Cqnbt2li3bh1SUlLg5uaGAwcOoE6dOhgxYgTi44VzW5UIR8K7LwhPTBf6pi2+gEF4YjoS074IdVxZkJCQAFtbW6ioqCA0NBQGBgZsRyoWnZbzdzJfUAp7LcwRmqmUOt9vxlFRUWE7DhGT6OhoNG3aFPv378f27dsRGBhY7O3mfs30cWWaHVoZf1sn9bfCsvDxVsZauDLNrsRr47S1tbFo0SKkpKRg+fLlOH/+PCwsLNCnTx/cv3+/lD8dEQW/iFSRtpQ6eJveP773+PFj2NnZQV1dHaGhoRLdmo8Kyr+T6YLyRWYOPIPihDrmgqA46i8mZQIDA5GRkYFRo0axHYWIgUAgwPr162FjYwNlZWVERUVhzJgx4HB+XyjoVVWF7wgbXJ5qC1cbAxhoqf5yog4HgIGWKlxtDHBlmi18R9iUaU2curo63NzckJSUhG3btiEqKgqNGzdGp06dEB4eXurxiPCEPE0TaUupkPg0kYwtjWJjY9GuXTtoaWnh2rVrqFGjBtuR/ogKyr+T6U05rrsjcDMpQ6gvEApcDloZa8F3hI3QxiSiZW9vD4ZhcO3aNbajEBF7+/Ythg4diosXL2LatGnw8vIq86x0dh4PyRnZyOcJoKzIhaGWmkhOwOHxeAgICICXlxdiY2PRpk0beHh4oFOnTn8sgolwZeXx0GDhxV+algsTB0Dswo5yf5JSdHQ0HBwcoKenh8uXL0vFRrU5c+bg0KFDSE5OZjuKxJLZGUpaC0MA4OnTp7h27RptxpEDZ8+ehZWVFaKjo3HhwgWsW7euXEsc1FQUYVlTA430q8CypobIigBFRUUMGDAAMTExCAoKAo/HQ5cuXdCoUSMcOXIEfL5w+2WS4qVkZIu0mAS+naiTnJEt4qtItqioKLRv3x6Ghoa4evWqVBSTAM1QloTMFpS0FoYA3zbjVK1aFT179mQ7ChGR3NxcTJ48GV27dkXz5s3x4MEDdOzYke1YpcblctGtWzfcvHkTISEhqFatGvr16wcLCwvs2rULeXl5bEeUaflCbBMkCdeRRBEREejQoQPMzMxw5coVVK1ale1IJaajo4OcnBzk5NCSt9+R2YKS1sKQvLw87Nu3D0OGDEGFChXYjkNEIDY2Fs2aNYOPjw82b96M06dPQ1dXus/S5nA4aNeuHS5evIjIyEhYWVlh9OjRqFOnDtavX4/sbPme4RIVZUXxvB2K6zqS5saNG3B0dET9+vVx6dIlaGpqsh2pVOi0nL+Tyd/srDweUkW8cSY1I+eHYxqJ5KHNOLKLYRhs2bIFTZs2BQBERkZi4sSJMrfmsGnTpjh+/Dji4uLg4OCAmTNnwsDAAIsXL0ZmZibb8WSKoZbaLxuxhI3z33XkTWhoKDp27IjGjRvjwoULUnlqFJ3n/XcyWVDSWhgCAD4+Pmjbti3q1q3LdhQiRGlpaejWrRsmTZqE0aNH486dO2jQoAHbsUSqbt262LdvHxITE9G/f394eXnBwMAA7u7uePPmDdvxZIKaiiL0RXySjb6WqtxtyLl69So6deqEli1b4ty5c6hUqRLbkcqEZij/TiYLSloLQ+Lj4xESEkKbcWTMxYsXYWVlhTt37uDMmTPYtGkTKlasyHYssTEwMMDmzZuRkpKCSZMmwcfHB4aGhhg7diySkpLYjif17M11Rbr23t5MupdjlNaFCxfQtWtX2NnZISgoCKqq0nv0ZOEMJRWUvyeTBSWthSG7du1ClSpV8O+//7IdhQhBXl4epk+fjn/++QfW1tZ48OABunTpwnYs1ujq6mL58uVITU3FwoULceLECZiammLgwIF4+JCO+CurgTb6Il17P6hFyZrgy4IzZ86ge/fucHR0xMmTJ6X+g5+qqipUVVWpoPwDmayIaC2MfMvLy8PevXsxePBgqX8RI99O07CxsYG3tzfWr1+Pc+fOoXr16mzHkggaGhrw8PBAcnIyNm7ciOvXr8PKygrdu3fH7du32Y4ndUyrqaOBjiIgEG6rJobPQ+WcV1DMyRDquJIqMDAQPXv2RJcuXXDs2DGZOaFMR0eH1lD+gUwWlLQWRr6dOnUK6enptBlHyjEMgx07dqBJkybIz89HREQEpk6dCi5XJl+2ykVVVRUTJ05EYmIi9u3bh/j4eLRs2RLt27fH5cuXIcPnVwiNQCCAl5cXLi0bBjDCXc6kpKiAjAtbULduXSxYsECmd+oHBASgd+/ecHFxwZEjR6CsrMx2JKGhXpR/JrOvzLQWRn75+PigdevWsLS0ZDsKKaP09HS4uLhg7NixGDJkCO7evQtra2u2Y0k8JSUlDBkyBHFxcTh+/Dg+f/4MJycnNGvWDCdOnIBAQOu+i/PmzRs4OTlh7ty5cB83HMt6Wgt1/GUuVngadRMzZszAqlWrYG5ujkOHDslcoe/n54f+/fujX79+8PPzg5KSEtuRhIoKyj+T2YKS1sLIp8TERFy9epU240ixq1evwsrKCuHh4QgMDMS2bdukejE/G7hcLnr27InIyEhcunQJ6urq+Pfff1G/fn3s378fBQUFbEeUGBcuXEDDhg0RFxeHy5cvY+nSpRjYwhBuTmZCGd/dyRx9m+mjUqVKWLp0KR49egQbGxsMHDgQbdq0QVRUlFCuw7b9+/fD1dUVgwcPxv79+6GoKHt38LS1tamg/AOZLShNq6mjrYm28GcpBXw00FaEia66cMclQrFr1y5oamqid+/ebEchpZSfn4+ZM2fC0dER9erVw8OHD9GjRw+2Y0k1DocDR0dHhISE4ObNmzAxMcHQoUNhYmKCLVu24OvXr2xHZE1+fj7c3d3RqVMnNG3aFDExMejQoUPR4xPtTbGiZwOoKHJL/T6iwOVARZGLlT0bYIK9yQ+PGRsb4/jx47h69So+f/6MZs2aYcSIEXj79q1Qfi427Ny5E8OGDcPIkSOxe/duKCgosB1JJGgN5Z/JbEEJAMtdGkBR2AUlI8CFJUMwfPhwpKXRaTmSJD8/nzbjSKn4+Hi0atUKGzZswMqVK3Hp0iXUrFmT7VgypWXLlggKCsKDBw/Qpk0bTJkyBYaGhvDy8sKnT5/YjidWSUlJaNOmDTZu3Ig1a9bgzJkzxZ6w1K+ZPq5Ms0MrYy0A+GthWfh4K2MtXJlmh77Nfn8nq3379rh//z62bNmCkydPwszMDGvWrEF+fn45fjLx27p1K0aPHo3x48dj+/btMr3GmW55/5ns/s0D0KuqikXOwl1H5/VvI2xesRAnT56Eubk5tm3bBj5fuDsCyZ9l5/EQ9/oT7qd+QNzrT0UnFgUFBSEtLY0240gRhmGwe/duNGrUCF++fMGtW7fg7u4u029KbGvQoAH8/PwQHx8PFxcXLFy4EPr6+pgzZ45cfEg+fPgwrK2tkZGRgRs3bmDGjBl//H3Tq6oK3xE2uDzVFq42BjDQUv2liwgHgIGWKlxtDHBlmi18R9hArwQbQxUVFTF+/HgkJCRgyJAhmD17NurXr4+zZ89KxfrKDRs2YMKECZg6dSo2b94s889bHR0dfPjwgZaM/AaHkYbf2nLaEpKANZfiyz2Ou5N50e2L9+/fw8PDA7t370aTJk2wdetWNG/evNzXIMVLePcFfhGpCHmahtTMnB9OQuIA0K+qik9PbkI59Q7uXD7FVkxSCh8+fMDo0aNx7NgxjBw5Ehs2bICaGrXiErfXr19j/fr12L59O3g8HkaOHAk3NzcYGBiwHU2osrOzMXnyZOzZswf9+/fH9u3by3wEYHYeD8kZ2cjnCaCsyIWhlppQun7ExsZi6tSpuHr1Kv755x+sX78eFhYW5R5XFFavXo2ZM2di5syZWLFihcwde1qcU6dOoUePHnj79i2qVavGdhyJIxcFJQD4R6bCMygOPAFTqs06ClwOFLkcLHa2LPb2xa1btzB+/HjExMRg5MiR8PLygpaWljCjy7UXmTmYE/gQ4YnpUOBy/vh3xwj44HAV0NZEG8tdGpRohoCwIzQ0FIMGDUJ2djZ27txJDeglQGZmJrZs2YKNGzfi8+fPGDRoEGbNmiWxBU1pPHjwAH379kVqaiq2bNmCoUOHSmwBxDAMTp06hRkzZiA1NRUTJ06Ep6cnNDU12Y5WZNmyZZg3bx7mzZuHxYsXS+yfpbDdvHkTrVu3xsOHD1G/fn2240gc2Z6f/o6o1sK0bNkSd+/exaZNmxAQEABzc3Ps2rWL2nMIgX9kKhzWh+Jm0rdmwH/7IMDhflsIfjMpAw7rQ+EfmSryjKR0CgoKMHfuXNjb26NOnTqIiYmhYlJCVK1aFQsWLEBKSgpWrVqFS5cuoV69eujVq5fU7kRmGKbo7pGysjKioqIwbNgwiS6AOBwOevTogbi4OCxevBg7d+6EqakpfHx8WF9exTAMPD09iwrJJUuWSPSfpbDRed5/JjczlN8run0an4bUjGJun2qpwt5MF4Na6JdqN/e7d+8wc+ZMHDhwoOhkjyZNmgg9vzwQ1jIFNyczTLQ3FUIiUl7Pnj3DgAEDEBUVhcWLF2PWrFkyuxtUFuTl5cHX1xcrV65EYmIinJyc4OHhATs7O6koIjIzMzFy5EgEBgZiwoQJWLNmDSpUqMB2rFJ7/fo1PDw8cODAAVhbW2Pjxo2wtbUVew6GYTB37lx4eXnBy8sLs2fPFnsGtn38+BFVqlTBkSNH0KdPH7bjSBy5LCi/l53Hw4bdfli8dDkiI26hjm7lcq+FCQ8Px/jx4xEXF4dx48Zh6dKlqFKlipASyz7/yFTMPiG884hX9mzwx92WRLQYhsGBAwcwceJEVKtWDYcOHaL1xlKEz+fj2LFjWL58OR48eICWLVvCw8MDXbt2ldjC8vr16xgwYACysrKwZ88emWg/dfv2bUyZMgV37txBnz59sHr1aujri+d1jWEYuLu7Y+3atVi7di2mT58ulutKGoZhoKysjI0bN2L8+PFsx5E4cnPL+3fUVBRhrquG/DfxqK0GoSysbtu2Le7du4d169bB19cX5ubm2LdvH90GL4EXmTnwDIoT6pgLguLwIjNHqGOSkvn48SMGDBiAoUOH4t9//8X9+/epmJQyCgoK6Nu3L6Kjo3H27FlwuVw4OzujYcOGOHToEHg8HtsRi/D5fCxduhR2dnYwMDBAdHS0TBSTANCiRQvcunUL+/fvR1hYGMzNzbFw4ULk5Ij2tY1hGEyZMgVr167F5s2b5baYBL4tR6Dm5r8n9wUlgKLFzsLsxaakpISpU6fiyZMncHR0xLBhw2Bra4uYmBihXUMWzQl8CJ6QTzjiCRjMCRTejCcpmevXr8Pa2hrnz5/H4cOHsW/fPqir04EA0orD4aBz5864fv06wsLCUKtWLQwcOBDm5ubYsWMHcnNzWc33+vVrODo6YsGCBZg3bx5CQkLENoMnLlwuF4MHD0Z8fDymTp0KLy8vWFhYwN/fXyRthgQCAcaNG4fNmzdjx44dmDhxotCvIW2oF+XvUUEJQENDA4BwC8pCNWvWhJ+fH4KDg5GZmYnGjRtj6tSpctdIuCQS3n1BeGK60I/M5AsYhCemIzHti1DHJcXj8XhYuHAh7OzsULt2bcTExKBfv35sxyJC1LZtW5w/fx5RUVFo0qQJxo0bB2NjY6xZswZfvoj/eXb27Fk0bNgQT58+xdWrV7Fo0SKZPPqvkLq6Ory8vPDo0SM0btwY/fv3h62tLe7duye0a/D5fIwcORI+Pj7Ys2cPHWf7Hyoof48KSoi2oCxkb2+P6OhorFixArt27YK5uTkOHjwoFc1rxcUvIlX4R2X+R4HLwcHbtOtb1J4/fw47OzssXboUnp6euHbtmsz1MyT/17hxYwQEBODx48fo1KkTPDw8YGBggIULFyIjI0Pk18/Ly8P06dPRtWtX2NjYICYmBvb29iK/rqSoU6cOTp48iUuXLiEzMxNNmzbFqFGjyt2gnsfjYejQodi/fz8OHDiAYcOGCSmx9NPW1qbjF3+DCkqIp6AEAGVlZbi7u+PJkyewtbWFq6sr2rVrh9jYWJFeV1qEPE0T+uxkIb6AQUi87J8CwqZDhw7B2toar1+/RlhYGBYsWCDTs0Tk/8zNzbF7924kJSVh8ODBWLVqFQwMDDBjxgy8evVKJNdMTExE69atsWXLFqxfvx6nT5+Gtra2SK4l6RwdHRETE4ONGzfi2LFjMDU1xbp168p0jGNBQQFcXV1x+PBhHDp0CIMGDRJBYulFM5S/RwUlxFdQFqpduzYCAgJw6dIlvH37FtbW1nBzc2PlVpGkyMrjIVXEG2dSM3KKjmkkwvP582e4urpi4MCB6Nq1K6Kjo9GqVSu2YxEW6OnpYcOGDUhJScG0adOwe/duGBsbY/To0UhMTBTadQ4ePIhGjRrh06dPuHXrFqZOnSqxO87FRVFREZMmTUJCQgIGDRoEd3d3WFlZ4fz58yUeIz8/H/3798exY8cQEBCAvn37ijCxdKKC8veooARQoUIFKCsri31do6OjIx48eIAlS5Zg69atsLCwwJEjR+TyNnhKRjZE/VMzAJIzskV8Ffly+/ZtWFtb49SpU/D19YWfn1/RBzQiv3R0dLBkyRKkpqZiyZIlCAoKgrm5Ofr371+ujYlZWVkYOnQoXF1d4eLignv37lGv359oa2vD29sb9+/fR40aNdC5c2d06dIF8fF/7uubl5eH3r174/Tp0zhx4gR69uwppsTSRUdHB+np6XL5Pv03VFD+R0NDAx8/fhT7dVVUVODh4YHHjx/DxsYG/fr1g6OjI548eSL2LGzK54mnpZK4riPrCtuztGnTBtWqVUN0dDTdGiO/qFy5MmbOnInnz59jy5YtRR9Aunbtihs3bpRqrOjoaDRp0gTHjh0rWttHXQN+z8rKCsHBwTh+/DgePXoES0tLuLm5FTtxkpubCxcXF1y8eBEnT55Et27dWEgsHbS1tcHj8WhjbTGooPyPpqYmq78gBgYGOHHiBM6dO4fk5GRYWVlh9uzZyM6Wjxk1ZUXx/CqK6zqyLDU1Ffb29vD09MScOXMQFhYGY2NjtmMRCVaxYkWMGzcO8fHx8PX1xfPnz9GmTRvY2dnh4sWLf5ztYRgGmzdvho2NDVRVVXHv3j0MHjxYjOmlF4fDQc+ePfHo0SMsXLgQ27Ztg5mZGXbv3l10jGNOTg6cnZ1x7do1nDlzBp06dWI5tWSj4xd/j95d/6OhoSERnzg6deqE2NhYzJs3Dxs3bkTdunVx/PhxmZ9eN9RSg6hXQHH+uw4pu4CAADRs2BDJycm4du0aFi9eDCUlJbZjESmhpKSEQYMG4eHDhzh58iRyc3Pxzz//oEmTJjh69OgvZ1VnZGSgR48emDx5MsaOHYvbt2/DzMyMpfTSq2LFipg7dy7i4+Ph6OiIkSNHonnz5rh06RK6dOmCmzdv4ty5c3BwcGA7qsSjgvL3qKD8j6QUlMC3NZ0LFixAXFwcGjZsiF69eqFTp05ISEhgO5rIqKkoQr+qqkivoa+lKpSTkORRVlYWhg8fjr59+8LJyQkxMTFo27Yt27GIlOJyuejevTtu376NK1euoGrVqujTpw/q1auHPXv2ID8/H2FhYbC2tsb169dx6tQpbNy4ESoqKmxHl2q1atXCwYMHcePGDTAMg44dO+L69evYv38/2rVrx3Y8qVDYSYAKyl9RQfkfSSooCxkbG+P06dMICgrC06dPUb9+fcyfP1/kR22xxd5cV3R9KDmAvZmuSMaWdXfv3i3qN7hnzx74+/vT2fREKDgcDjp06IArV64gIiIC9erVw4gRI6Cjo4N27drB0NAQMTExcHZ2ZjuqTLG0tISysjIqVKiAypUrw9XVFYsXL8bXr1/ZjibxtLS0AIB6URaDCsr/SGJBWahbt26Ii4vDrFmzsGrVKlhaWiIoKIjtWEI30EZfdH0oGeBR0A48fvxYJOPLIj6fjxUrVqBly5bQ0NDA/fv3MWzYMLlvz0JEo3nz5ti8eTOaNm1a1ELt8ePH2L9/PysbJmXVhw8f4ODggKdPnyI8PBzPnz/HpEmTsHTpUlhYWODo0aMyv8SqPJSUlFClShWaoSwGFZT/keSCEgBUVVWxePFixMbGwtzcHN27d0e3bt2QlJTEdjShMa2mjrYm2kKfpVTgAHpK2bhx/jgsLS3Rs2dP3LlzR6jXkDUvX76Eo6Mj5syZAzc3N9y4cQOmpqZsxyIy7PTp02jYsCHevHmDa9eu4dmzZ+jbty+WLFkCfX19zJ49G2/fvmU7plRLT09H+/bt8fz5cwQHB6Np06aoXLkyVq5cWbTEqk+fPrC3ty9XeydZR70oi0cF5X/YahtUWqampjh//jyOHz+OmJgY1KtXD4sWLUJubi7b0YRiuUsDKAq5oFRU4OLQ1K5ISkrCzp07ERcXBxsbG7Rv3x6XL1+mT+M/OXHiBKysrBAfH4+rV6/Cy8sLysrKbMciMiovLw9TpkyBs7Mz2rRpg5iYGNja2sLIyAje3t5ITk7G+PHjsXXrVhgaGmLChAlITk5mO7bUSUtLQ/v27fHq1SuEhISgUaNGPzxuamqKoKAgXLhwAe/evUPjxo0xduxYKpyKoa2tTX8uxaCC8j9stw0qjcJWEI8fP8a0adOwbNkyWFpa4ty5c2xHKze9qqpw0S8Q6piLnS2hV1UVKioqGDFiBB49eoRjx47h8+fPcHJyQtOmTYvdYSpvsrOzMWbMGPz7779FMxTydC4yEb/4+Hi0bNkS27dvx6ZNm3Dy5MmiNWqFqlevjhUrViA1NRXz589HQEAATExMMHjwYDx69Iil5NLlzZs3aNeuHd6/f49r166hQYMGv/3ajh074sGDB1i3bh38/f1hZmaGjRs3oqBAuK/L0qywuTn5ERWU/9HQ0EBOTo5UPWnU1NTg5eWFBw8ewMjICF26dIGLiwtSUlLYjlZmhw8fxppxPVEzPUoo47k7maNvM/0f/puCggL+/fdfREZG4vLly6hSpQr69OmDunXrYteuXcjLyxPKtaXJ/fv30aRJExw8eBA+Pj44duzYL2/shAjTgQMH0LhxY2RnZyMiIgKTJk364/pcTU1NzJ07F8nJyVi3bh1CQkJgaWkJFxcXWsLyB69evUK7du3w+fNnhIaGol69en/9HiUlJUyZMgUJCQno27cvpk2bBisrK1y8eFEMiSUf3fIuHhWU/yk8Lu7z588sJyk9CwsLXL58GUeOHMGdO3dQt25dLF++XOoKo507d2LgwIEYNGgQwrbNwYqeDaCiyC31mkoFLgcqilys7NkAE+xNfvt1HA4HDg4ORTtMGzRogNGjR8PY2Bhr166Vi7PVBQIB1q5dW9Q0OioqCqNGjaKNN0Rkvnz5AldXVwwZMgS9e/dGVFQUrK2tS/z9ampqmDx5Mp49e4bdu3fj0aNHsLGxgYODA65evUpLWL6TmpoKOzs75ObmIjQ0tNQ9PHV0dLB9+3bcu3cPurq6+Oeff+Ds7CzTLexKggrK4lFB+Z/CglJabnv/jMPhoE+fPnjy5AkmTJgAT09PWFlZ4dKlS2xHK5F169Zh9OjRGD9+PPbs2QNFRUX0a6aPK9Ps0Mr420zZ3wrLwsdbGWvhyjS7X2Ym/6R58+ZFR5R17NgRs2fPhr6+PubPny+zLxxv3rzBP//8Azc3N0yePBm3bt2ChYUF27GIDLt37x4aN26MkydP4uDBg9i7dy8qVapUprGUlZUxfPhwPHr0CAEBAcjMzISDgwNatGiBkydPQiCQ72NWnz9/Djs7O/D5fISGhqJOnTplHsva2hrXrl1DQEAAYmJiYGlpiVmzZknlBIwwaGtr0y3v4jCEYRiGiYyMZAAw9+7dYzuKUMTGxjJ2dnYMAKZXr17Mixcv2I5ULIFAwCxcuJABwMyePZsRCATFfl3828+M56lYxnZ1MGM4+wxj8N0/hrPPMLargxnPU7FMwrvPQsmVmprKTJs2jVFVVWUqVqzITJo0iUlOThbK2JIgKCiI0dbWZqpXr85cunSJ7ThExgkEAmb9+vWMkpIS06RJEyY+Pl4k17hw4QJja2vLAGDq1avH+Pr6MgUFBUK/lqRLSEhg9PT0mDp16jCpqalCHTsnJ4dZtGgRU7FiRaZatWrMnj17GD6fL9RrSLoDBw4wAJicnBy2o0gUKij/Ex8fzwBgQkJC2I4iNAKBgDl48CBTvXp1Rk1NjVm5ciWTl5fHdqwiAoGAmTFjBgOAWb58eYm/Lyu3gIl99ZG5l5LJxL76yGTliu4NIz09nVm4cCFTtWpVRlFRkRk8eDATGxsrsuuJWk5ODjN+/HgGANOtWzcmLS2N7UhExr1//57p2rUrA4CZPn26WF6Drl+/znTp0oUBwBgaGjJbt25lvn79KvLrSoInT54wNWvWZMzNzZmXL1+K7DqpqalM//79GQBM06ZNmZs3b4rsWpLm/PnzDAAmJSWF7SgShQrK/7x7944BwAQGBrIdReg+fvzITJ06lVFQUGDq1q3LBAcHsx2J4fF4zOjRoxkAzKZNm9iO81dfvnxh1q9fz9SuXZsBwHTv3p25desW27FKJSYmhqlXrx5ToUIFxtvb+7ezwYQIS0hICFOzZk1GW1ubOXv2rNivHx0dzfTr14/hcrlMtWrVmJUrVzKfPn0Sew5xiYuLY6pVq8bUq1ePefPmjViuGR4ezjRq1IgBwAwcOFBi74YJ0927dxkAzN27d9mOIlGooPxPbm4uA4DZt28f21FEJjo6mmndujUDgOnfvz/z6tUrVnLk5+czAwYMYLhcLrNnzx5WMpRVXl4es2fPHsbc3JwBwNjZ2TEXLlyQ6OJMIBAwGzduZFRUVBgrKyupnmEl0qGgoICZP38+w+FwGHt7e9ZeawolJCQwo0aNYpSUlBhNTU1m3rx5Mjc7HxMTw+jo6DBWVlZi/9l4PB6za9cuRldXl1FVVWWWLl0q0zPCycnJDADmwoULbEeRKFRQfqdChQrMxo0b2Y4hUnw+n9m3bx+jo6PDqKurM+vWrWPy8/PFdv3c3Fyme/fujKKiIhMQECC26wobn89nTpw4wTRr1owBwFhbWzP+/v4Mj8djO9oP3r59y3Tq1IkBwEyZMkWmX+SJZEhNTWXatGnDcLlcZsmSJRL1nHj58iUzffr0orXRU6ZMEfoaQzZERUUxVatWZRo1asSkp6ezluPjx4/MjBkzGEVFRcbQ0JA5fvy4RH/YLqvs7GwGAOPr68t2FIlCBeV3qlWrxixevJjtGGKRmZnJTJgwgeFyuUz9+vWZ0NBQkV8zKyuLcXR0ZFRUVJgzZ86I/HriIBAImKtXrzIODg4MAKZOnTrMjh07mNzcXLajMefOnWN0dXUZXV1d5ty5c2zHIXIgMDCQqVKlCqOnp8eEh4ezHee30tPTGU9PT6ZKlSqMkpISM3z4cObp06dsxyqTiIgIRlNTk2nevDmTmZnJdhyGYb6t4+zcuTMDgLG3t2diYmLYjiR0qqqqzLp169iOIVGooPyOmZkZM2PGDLZjiFVUVBRjY2PDAGBcXV2Zt2/fiuQ6Hz9+ZFq3bs2oqalJxBpOUYiMjGR69erFcDgcpkaNGsyqVatYWa/19etXZsqUKQwAplOnTiL7OyWk0NevX5kJEyYwABgXFxcmIyOD7Ugl8vnzZ2b16tVMjRo1GA6Hw/Tu3VuqOn3cuHGDUVdXZ1q1asV8/PiR7Ti/OHv2LGNmZsZwuVxm/PjxrM6eCpuBgQHj4eHBdgyJQgXld5o1a8aMHDmS7Rhix+fzmV27djFaWlpM5cqVmU2bNgm11cb79++Zxo0bM5qamlK3kaUsnj59yowYMaJovdbcuXOZd+/eieXasbGxjJWVFaOsrMxs3LhRJm83Ecny+PFjxsrKilFRUZHazV5fv35ltm/fzhgbGzMAmH/++YcJCwtjO9YfhYaGMpUqVWJsbW2Zz5+F0y5NFPLy8pi1a9cylStXZqpUqcJs2rRJrMusRKVJkybMqFGj2I4hUaig/I6DgwPTu3dvtmOwJj09nRk9ejTD4XAYa2trobSBePXqFVOvXj1GR0eHiY6OFkJK6fHy5UtmxowZjJqaGlOhQgVmwoQJzPPnz0VyLYFAwHh7ezMVKlRg6tWrJ5O3mIhkEQgEzJ49exhVVVXGwsJCJn7nCgoKmEOHDjH169dnADCtW7dmzp49K9IiuSxt0K5evcqoqqoy7du3Z7KyskSWTZjevXvHjBo1iuFwOEy9evWYy5cvsx2pXP755x+mR48ebMeQKFRQfqdXr16Mo6Mj2zFYFxERwTRp0oQBwAwfPrzMOwafP3/OGBsbM7Vr12aePHki5JTSIyMjg1m8eDGjpaXFKCgoMIMGDWIePnwotPHT0tKYbt26MQCY8ePHU7NdInKfPn1iBgwYwABgRowYITVFTUnx+XwmKCiIadGiBQOAadiwoVA33RUd1LDqNwc1rPp2UEP8219nHi9evMhUqFCBcXJyksrnelRUFNOmTZui9muJiYlsRyoTV1dXpnXr1mzHkCh09OJ3NDQ0pPboRWFq3rw5IiIisG3bNgQGBsLMzAzbtm0Dn88v8RhPnz5FmzZtAADh4eEwNzcXVVyJV7VqVcyfPx8pKSlYt24dQkND0aBBA3Tr1g03b94s19iXL1+GlZUVbt26haCgIHh7e6NixYpCSk7Ir+7evYvGjRvj9OnTOHz4MHbt2gU1NTW2YwkVl8sten6GhISgWrVq6NevHywsLLBr1y7k5eWVadwXmTlw3R0Bxw1h8I1IQUpmDn4+eZwBkJKZA9+IFDhuCIPr7gi8yMwBAJw9exbdunVDhw4dcOrUKal8rjdu3BhhYWE4fPgwoqKiUK9ePXh4eODLly9sRysVbW1tmT2Wt6yooPwOFZT/p6CggLFjx+Lp06fo2bMnxo8fjxYtWiAyMvKv3xsTEwNbW1toaGggPDwchoaGog8sBdTU1DB58mQ8e/YM+/btw7Nnz9C6dWvY2tri/PnzYJif31p+Ly8vD25ubnByckKDBg3w4MEDdOvWTYTpibwTCARYu3YtWrVqhapVq+L+/fvo168f27FEisPhoF27drh48SIiIyPRsGFDjB49GnXq1MH69euRlZVV4rH8I1PhsD4UN5MyAAB8wZ+f74WP30zKgMP6UMzeGQQXFxd07twZJ06cQIUKFcr+g7GMw+GgX79+ePr0KTw8PLBhwwaYm5vjwIEDUnMGu46ODp3n/RMqKL9DBeWvdHR0sHv3bty8eRM8Hg82NjYYM2YMMjIyiv3627dvo127dqhduzZCQ0NRs2ZNMSeWfEpKShgyZAhiY2Nx8uRJ5Ofno3PnzrC2tsbhw4fB4/H++P1PnjxBy5YtsWnTJqxduxYXLlxAjRo1xJSeyKO0tDR07doVbm5umDp1Kq5fv446deqwHUusmjZtimPHjuHRo0dwdHTEzJkzYWBggMWLFyMzM/OP37slJAGzTzxEHk/w10LyZ3wBgzweH/5JCmg+dD4CAgKgrKxcnh9FYqiqqmLhwoV48uQJ2rZtiyFDhqBly5aIiIhgO9pf6ejoIDMz86+v1/KECsrvUEH5ey1btkRkZCQ2bdqEI0eOwNzcHLt27frh02RISAgcHBxgaWmJ4OBgaGtrs5hY8nG5XHTv3h23bt1CSEgIatSogQEDBsDc3Bzbt29Hbm7uD1/PMAx27tyJxo0bIycnBxEREZg+fTq4XHoaE9G5evUqGjZsiLt37+L8+fNYtWqVzBQ0ZWFhYYG9e/ciMTERAwcOhJeXFwwMDODu7o43b9788vX+kalYcym+nFflAABeajXGiehfryHtDAwMcOTIEYSGhiIvLw8tWrTA4MGD8fr1a7aj/ZaOjg4A/HZyRR7RO9F3NDQ08PXrVxQUFLAdRSIpKipi4sSJePr0KTp37oxRo0ahVatWuHfvHs6ePYvOnTujVatWuHjxIjQ0NNiOKzUKb6tduHABUVFRaNq0KcaPHw9DQ0OsXLkSnz59QkZGBv7991+MHj0arq6uiIqKQqNGjdiOTmQYj8fD3Llz4ejoCEtLS8TExOCff/5hO5bEMDAwwKZNm5CSkoJJkybBx8cHhoaGGDt2LJKSkgB8WzPpGRQn1OsuCIorWlMpa2xtbREVFYUdO3bg/PnzMDMzg5eX1y8friVB4YQJraP8Pw5TmoVbMi4wMBA9e/bE+/fvaXatBMLCwjBhwgTExsaCy+WiU6dOOH78OFRUVNiOJvUSEhKwevVq7N+/H0pKSuBwOFBUVMSePXvg4uLCdjwi41JSUjBgwABERERgyZIlmDVrFs2E/8WnT5+wdetWrF+/HhkZGejXrx+ymw/Dw7T8Ut/m/hMFLgetjLXgO8JGaGNKoo8fP2LRokXYsmUL9PX1sXbtWnTv3h0cDoftaACA+Ph4mJubIyQkBO3atWM7jkSgV4jvaGpqAvj2i0z+ztbWFlOmTAGHwwGXy0VERAQOHz4sNYuqJZmpqSm2bNmCkSNHIjs7G1+/fsXXr19x+fJlPH/+nO14RIYdP34c1tbWePXqFcLDw+Hh4UHFZAloaGjAw8MDycnJ2LhxI64/SET02zyhFpPAtzWV4YnpSEyTrl3RpaWpqYn169fjwYMHMDU1hYuLCxwdHREbG8t2NAD/v+VNM5T/R68S3ym8TUvrKEtm8+bNGDVqFEaPHo3nz5/D0dERw4YNg62tLR48eMB2PKmWkJCA1q1bw8fHBytWrMDbt28xf/58HD16FKamphg4cCD9GROh+vr1K8aNG4devXrBwcEB0dHRaNmyJduxpI6qqiomTpyIwUt2gftLUyDhUOBycPB2qkjGljR169bF+fPncfr0aaSkpMDa2hqTJk3660YoUdPU1ISCggIVlN+hgvI7VFCW3PLlyzF58mTMmDED27ZtQ+3atXHo0CEEBwcjMzMTjRs3xtSpU+nPspQYhsHevXvRqFEjfPz4ETdv3sSsWbOgra2NuXPnIiUlBRs2bMD169fRsGFDdO3aFdevX2c7NpFyjx49QvPmzbFv3z7s2LEDAQEBRXdsSNmEJaRDANHcnuULGITEp4lkbEnE4XDQtWtXxMbGwsvLC/v374epqSm2bt3K2i5rDocDbW1tah30HSoov0MF5d8xDAMPDw/MnTsXixYtwurVq39Y02Jvb4/o6GgsX74cu3btgoWFBfz8/ErVY1FeffjwAf369cPw4cPRt29f3L9/H82aNfvhawpnPxITE3HgwAEkJyejbdu2aNOmDc6ePUt/zqRUGIbBrl270LRpUwgEAkRGRmL06NESs05NWmXl8ZAq4o0zqRk5yM6Tr5Y1KioqcHd3R3x8PHr06IGJEyeiUaNGCA4OZiWPjo4OzVB+hwrK71BB+WcCgQCTJk3CihUrsG7dOixYsKDYNx5lZWXMnDkTjx8/Rps2bTBo0CDY29sjLk64ux1lSXh4OBo2bIiLFy/iyJEj2L17NypVqvTbr1dSUoKrqysePHiAoKAgCAQCdO3aFQ0bNoSfnx/1RiN/9enTJ/Tv3x+jRo2Cq6srIiMjUb9+fbZjyYSUjGwR3ez+PwZAcka2iK8imapXr47du3fjzp07qFy5Mjp06IB///1X7OvLqaD8ERWU31FSUkLFihWpoCwGj8fD8OHDsXXrVvj4+GDatGl//R49PT0cPXoUFy9exJs3b2BtbQ03NzepO2JLlAoKCjB//ny0a9cOhoaGePDgAfr06VPi7y88Iu7GjRsIDQ1F7dq1MWjQoKLbQV+/fhVheiKtIiIi0KhRI5w/fx4BAQHYsWMHVFVV2Y4lM/J54tmYKK7rSKqmTZvi+vXr8PPzQ0REBOrWrYu5c+eW6gSj8qCC8kdUUP5EQ0ODdnn/JD8/H/369cPBgwfh5+eHUaNGler7nZyc8ODBAyxatAhbt26FhYUFjhw5Ive3Z5OSkmBrawsvLy8sWrQIISEh0NfXL9NYHA4Htra2OHfuHO7fv48WLVpg0qRJMDQ0hJeXF/1OEwDf7jKsWrUKbdq0ga6uLqKjo9G7d2+2Y8kcZUXxvLWK6zqSjMPhYMCAAXj69Cnc3d2xdu1amJub4+DBgyJ/j6E1lD+i38afaGpq0gzld3JyctC9e3ecPn0aJ06cQP/+/cs0joqKCubMmYPHjx+jefPm6NevH5ycnPDkyRMhJ5YOBw8ehLW1Nd69e4fr169j3rx5UFBQEMrYhUc4Pn36FC4uLli4cCEMDAwwe/ZsvH37VijXINLn3bt36NSpE2bNmgU3NzeEh4fDyMiI7VgyyVBLTUTbcf6P8991yDdqampYsmQJHj9+jJYtW8LV1RWtW7dGZGSkyK5JM5Q/ooLyJ3T84v99/vwZnTp1QlhYGM6ePQtnZ+dyj2lgYIDAwECcPXsWz58/h5WVFTw8PJCdLR9rgT59+oSBAwfC1dUVPXr0QHR0NFq0aCGSa5mYmGD79u1ITk7GuHHjsHXr1qKTPJ49eyaSaxLJdPnyZTRs2BAxMTG4dOkSvLy8oKSkxHYsmaWmogj9qqJdQqCvpQo1FUWRXkMaGRkZ4dixYwgODkZWVhaaN2+OYcOGieTDtI6ODtLT0+X+blshKih/QgXlN5mZmXBwcEBMTAwuX74MBwcHoY7fuXNnxMbGYu7cuVi/fj3q1q2LEydOyPQT8+bNm7C2tsaZM2fg5+eHAwcOoHLlyiK/bo0aNbBixQqkpqbC09MTgYGBMDMzQ//+/REdHS3y6xP2FBQUYPbs2XBycioqKB0dHdmOJRfszXWhwBXNPKUClwN7M12RjC0r7O3tce/ePWzbtg2nT5+GqakpVq1ahby8PKFdQ0dHBwUFBVQz/IcKyp9QQQm8ffsWdnZ2eP78OYKDg9GqVSuRXKdChQrw9PTEo0ePYGVlhX///RedOnVCQkKCSK7HFh6Ph8WLF8PW1hY1a9ZEdHQ0BgwYIPYcmpqaRSd5bN68Gbdv30ajRo3QuXNnhIWFyXQxL4+eP38OW1tbrF27FitXrsT58+dRrVo1tmPJjYE2+kI/JacQX8BgUIuyrbeWJ4qKihg7dizi4+MxbNgwzJkzB5aWlggKChLK610lTS0o6Roh/NELxL3+JHdtnH5GZ3n/ZNSoUYiJicGdO3fYjsKK1NRUODg4IDs7G5cvX0a9evXEdu2goCBMnjwZb968wcyZM+Hh4SH1O09TUlIwcOBA3Lp1C/Pnz8e8efOgqCgZt6l4PB6OHDmCFStWIDY2Fi1btoSHhwe6dOlCR+1JuaNHj2LkyJGoWrUq/P39YWMj2+c+SyrX3RG4mZRBZ3lLiLi4OEydOhVXrlyBk5MT1q9fX+r3uIR3X+AXkYqQp2lI+anXKAeAflVV2JvrYqCNPkyrqQsxveSjd42fyPMMZUJCAtq2bYuCggKEh4eLtZgEAGdnZzx69AgzZ87EqlWrYGlpidOnT4s1gzD5+/ujYcOGePnyJUJDQ7Fw4UKJKSaBb5/eC49wPHPmDLhcLpydnWFlZQVfX18UFBSwHZGUUk5ODsaMGYM+ffqgU6dOiI6OpmKSRctdGkBRyLe9FbkcLHdpINQx5YWlpSUuXbqEU6dO4dmzZ7CyssLUqVPx4cOHv37vi8wcuO6OgOOGMPhGpPxSTALfeoOmZObANyIFjhvC4Lo7Ai9E3OBeklBB+RN5bRv08OFDtG3bFqqqqrh+/TqMjY1ZyaGqqoolS5YgNjYW5ubmcHZ2Rrdu3cTesLY8vnz5gqFDh6J///5Fb+pt2rRhO9ZvcTgcdOnSBdevX0d4eDgMDQ0xePBgmJqaYsuWLcjJkZ8XRGkWGxuL5s2bw9fXF7t27cLhw4eLDmsg7NCrqopFzpZCHXOxsyX0RLzhR5ZxOBw4OzsjLi4Oy5Ytw+7du2Fqaort27eDz+cX+z3+kalwWB+Km0kZAPDXGefCx28mZcBhfSj8I+Xj3HUqKH8ij22DIiMj0a5dO9SoUQOhoaGoVasW25FgamqK8+fP49ixY4iOjka9evWwePFi5Obmsh3tj+7cuYNGjRrh+PHj2L9/Pw4dOiRVZyK3adMGZ86cQUxMDFq3bo0pU6bA0NAQy5YtK9GneCJ+DMNgx44daNasGTgcDu7evYsRI0bQ8YkSol8zfbg5mQllLHcnc/RtRmsnhUFFRQWzZs1CfHw8unXrhnHjxqFx48a4du3aD1+3JSQBs088RB5PUOqlC3wBgzyeALNPPMSWENnaG1AcKih/oqGhgby8PKHuBJNkYWFh6NChA8zNzRESEgJdXcnZOcjhcPDvv//iyZMnmDJlCpYsWYL69evj/PnzbEf7BZ/Px/Lly9G6dWtoaWnh/v37GDx4sNS+qVtZWcHPzw8JCQno1asXlixZAn19fbi7u+P169dsxyP/+fjxI/r06YOxY8di2LBhuHPnjtiXqpC/m2hvihU9G0BFkVvqnd8KXA5UFLlY2bMBJtibiCih/KpRowb27t2LiIgIVKxYEfb29ujduzeSk5PhH5mKNZfihXKdNZficUTGZyppU85PTp06hR49euDdu3cSVVyJwoULF9CzZ0+0bNkSp06d+uPZ0ZLg8ePHmDhxIoKDg9GjRw9s2LABBgYG5RozO4+H5Ixs5PMEUFbkwlBLrdS93V68eAFXV1eEhYVhzpw58PT0lLkef+/evcPGjRvh7e2N3NxcDBkyBO7u7jA1NWU7mty6desW+vfvj0+fPmHXrl34999/2Y5E/uJFZg6Gb7+MhC+KUOAA/D+8+ypwOeALGLQ10cZylwZ0m1sMBAIB/Pz8MGvWLHziK6H68C3gC3HeTUWRiyvT7GT275IKyp9cu3YN9vb2iI+Pl+k3y+PHj6N///74559/EBAQgAoVKrAdqUQYhkFAQACmT5+ODx8+YN68eZgxYwZUVFRKPMb3u/RSM3Pw/ROgtLv0jh07htGjR0NNTQ0HDx6EnZ1d2X4wKfHp0yds374d69evx/v379GrVy/Mnj0bjRo1Yjua3BAIBFi5ciXmz58PGxsbHDp0qNwfrIj4dOrUCRk8ZXSetBwh8WlIzSjmNUhLFfZmuhjUQh8muvK1U1gSZGVlwWHZKbwRqIPDFc4JZoDs79CngvIn9+/fR+PGjREZGYmmTZuyHUckDhw4gGHDhqF3797w9fWVytm0L1++YNGiRdiwYQPq1KkDb2/vvzZff5GZgzmBDxGemF706f93/jY7kJ2djSlTpmD37t3o1asXduzYgapVqwrlZ5MGX79+xf79+7F69WokJSWhY8eOmD17Nuzs7KT2Nr80ePv2LVxdXXH16lXMmTNH4joHkD979eoV9PX1sX37dowaNQqAcO6SEOFKePcFjhvCRDb+lWm2MvlBgdZQ/qRwV6SsbszZunUrhgwZgmHDhsHPz08qi0kAUFdXx5o1axAdHY3q1avD0dERffr0wcuXL4v9emHu0ouKikLjxo1x+PBh7Nq1CwEBAXJVTAJAxYoVMXbsWDx9+hSHDh3CmzdvYG9vX7R8QiAQsB1R5ly4cAFWVlaIjY3F5cuXsXTpUiompYyvry9UVFTQp0+fov+mpqIIy5oaaKRfBZY1NaiYlAB+EakiPeXo4G3ZXEtJBeVPCgtKWWwdtGrVKkyYMAFTp07Fzp07oaAgvKl8ttSvXx/Xrl2Dr68vwsLCYGFhgdWrVyM/P7/oa4S1S2/z1XisXr0aLVu2RKVKlXDv3j25302rqKhYdITjuXPnoKysjB49eqB+/frYv38/9bIUgvz8fLi7u6NTp05o2rQpYmJi0KFDB7ZjkVJiGAZ79+5Fz549qZ2ThAt5mibSU45C4tNEMjbbqKD8iSzOUDIMg3nz5mHWrFmYP38+1q1bJ1NFEIfDwaBBg/D06VOMHDkSs2fPhrW1NUJCQoS6S2/tlQQsPngZ06ZNw61bt2Bubi6UcWUBh8NBp06dEBYWhuvXr6NOnToYOnQo6tSpg02bNlEvyzJKSkpCmzZtsHHjRqxZswZnzpyR+c2Csur27dtFRwASyZWVx0OqiJuRp2bkyOQxjVRQ/kRRURFqamoyU1AKBAJMnToVy5Ytw6pVq7B48WKZKia/p6GhgQ0bNuDevXuoUqUKnFz6Y86x+0Ibn2EYVO86BRNneUJZWVlo48qa1q1b4/Tp03jw4AHs7Owwffp0GBgYYMmSJcjMzGQ7ntTw9/eHtbU1MjIycOPGDcyYMYOOxJRie/fuhb6+Puzt7dmOQv4gJSMbot5YwgBIzsgW8VXEj16diiErxy/y+XyMGjUKmzdvxrZt2+Du7s52JLFo2LAhwsPD0XbGNvAhvOKZw+FAAA7mBD4U2piyrEGDBvD19UVCQgL69u2L5cuXw8DAAG5ubnj16hXb8SRWdnY2Ro4cif79+6Nbt264f/8+mjVrxnYsUg45OTk4cuQIhgwZQh8KJFw+Tzzrv8V1HXGi3+xiyEJBmZ+fjwEDBmD//v04cOAAxo4dy3YksXr2PhtJOcpCbfkAfFv/Ep6YjsS0L0IdV5YZGRlhy5YtSElJweTJk7Fr1y4YGRlh5MiRiI8XznIEWfHgwQM0bdoUhw8fxt69e3Hw4EFUrlyZ7ViknAIDA/H582cMGTKE7SjkL5QVxVMWies64iR7P5EQSHtB+fXrV/Ts2ROBgYE4evQoBg0axHYksaNdepJHV1cXy5YtQ2pqKpYtW4azZ8/CwsICvXv3RlRUFNvxWMUwDLZu3YrmzZtDWVkZUVFRGDp0qMwuT5E3+/btg62tLerUqcN2FPIXhlpqQryvVTzOf9eRNVRQFkOaC8qsrCx06dIFwcHBOH36NFxcXNiOxArapSe5KleuDHd3dzx//hzbt2/H/fv30bRpUzg5OSE4OBjy1ho3MzMT//77LyZMmIBRo0YhIiICFhYWbMciQpKamoqrV69i6NChbEchJaCmogh9EZ9ko6+lKpPtoaigLIaGhoZUtg368OEDHB0dcffuXVy8eBEdO3ZkOxIraJeedKhQoQJGjx6Np0+fwt/fH+/fv0eHDh3QokULBAYGykUvyxs3bsDa2hrXrl1DYGAgNm/eLDWnVpGSOXDgACpWrIhevXqxHYWUkL25rkjvcNmbyWanBiooi6GpqSl1M5RpaWlFR0YGBwejbdu2bEdiDe3Sky4KCgro27cv7t27hwsXLqBixYro2bMn6tWrh7179/7QU1RW8Pl8LF26FHZ2djAwMEBMTAx69OjBdiwiZAzDYN++fejduzfU1WXvZBRZNdBGX6R3uAa10BfJ2GyjgrIY0nbL++XLl7C1tcW7d+8QGhoqs0dGlhTt0pNOHA4HHTt2xLVr13Dz5k1YWFhg+PDhqFOnDjZs2ICsrCy2IwrF69ev4ejoiAULFmDu3LkICQmBnp4e27GICFy/fh3Pnj2j291SxrSaOtqaaAt9llKBy0FbE22ZPHYRoIKyWNJUUD579gxt27bF169fER4ejvr167MdiXW0S0/6tWzZEidPnkRsbCzat28PNzc3GBgYYNGiRcjIyGA7XpmdPXsWDRs2xNOnTxEcHIxFixbR8YkybO/evTAyMoKtrS3bUUgpLXdpAEUhF5SKXA6WuzQQ6piShN4RiyEtBeWjR4/Qtm1bKCsr4/r16zAxMWE7kkSgXXqyw9LSEvv378ezZ88wcOBArFy5EgYGBpg+ffpvz22XRPn5+ZgxYwa6du0KGxsbxMTEoF27dmzHIiKUlZWFgIAA6j0ppfSqqmKRs6VQx1zsbAk9EW/4YRP9lhdDQ0MD+fn5yM3NZTvKb927dw+2trbQ1tZGWFgY3TL7Du3Skz0GBgbYtGkTUlJSMG3aNOzduxfGxsYYPnw4njx5IrLrZufxEPf6E+6nfkDc609l2oiVmJiIVq1aYfPmzVi/fj1Onz4NbW1tEaQlkuT48ePIzs6m3pNSrF8zfbg5mQllLHcnc/RtJptrJwtxGHnr0VECQUFB6N69O96+fYtq1aqxHecXN27cQOfOnWFhYYHz58+jatWqbEeSOAuD4uAbkSKShdUKXA5cbQywUMifXknJffnyBT4+Pli3bh3evHkDFxcXzJ49WygnyiS8+wK/iFSEPE1DambODxu8OAD0q6rC3lwXA230YVrtz2uh/Pz8MHbsWFSvXh3+/v5o0qRJufMR6WBvbw8Oh4Pg4GC2o5By8o9MhWdQLHLzeaU6LEOBy4Eil4PFzpYyX0wCNENZLE1NTQCQyNZBly9fhpOTExo3bowrV65QMfkbtEtPtqmrq2PGjBlISkqCj48PHj58iObNm8PBwQFXrlwpUy/LF5k5cN0dAccNYfCNSEHKT8Uk8G13f0pmDnwjUuC4IQyuuyPwopgWVVlZWRg2bBgGDRoEFxcX3Lt3j4pJOfL8+XNcu3YNw4YNYzsKEYJ+zfTRIfcWCl7GAsBfN+sUPt7KWAtXptnJRTEJUEFZLA0NDQCQuHWUp06dQteuXWFnZ4dz585RG4o/oF168kFFRQUjR47E48ePERAQUNSLtXnz5jh+/Dj4fH6JxvGPTIXD+lDcTPq24edvH0YKH7+ZlAGH9aHwj/z/yUnR0dFo2rQpjh49WnT0KT1X5cv+/fuhrq6Onj17sh2FCEFKSgr2bF6N0ab5uDzVFq42BjDQUv1lrT4HgIGWKlxtDHBlmi18R9jI9JrJn9Et72IkJyfDyMgIly5dgqOjI9txAACHDh3C4MGD4eLiAj8/PygrK7MdSeK9yMyBw/pQ5AmxvY+KIhdXptnJ1YuENGEYBleuXIGXlxdCQkJgZmaGmTNnwtXV9bfPmS0hCVhzqfxnis9wNAPn0UXMmDEDlpaW8Pf3h5mZcNZfEekhEAhQp04ddOjQAbt27WI7DhGCwYMH4+LFi0hMTPzhw2F2Hg/JGdnI5wmgrMiFoZaaXK+tpxnKYkjaDKWPjw8GDRoEV1dXHD58mIrJEqJdevKHw+HA0dERwcHBuH37NiwtLTFy5EgYGxtj3bp1v/Sy9I9MFUoxCQBrL8fDY2cQxo0bh1u3blExKadCQ0ORnJxMvSdlRExMDA4ePAhPT89f7jSoqSjCsqYGGulXgWVNDbkuJgGaoSwWn8+HoqIidu3ahREjRrCaZe3atXBzc8PEiROxceNGaj9RBsKagXJ3MscEe2rNJG0eP36MVatW4eDBg1BXV8ekSZMwadIkfOWqCnUGm2EYKCsAwTPa04cOOTZkyBDcvHkT8fHx4HBE3cCMiNo///yDpKQkxMXFQUlJie04Eo2qk2IoKCigUqVKrM5QMgyDhQsXws3NDR4eHti0aRMVk2U00d4UK3o2gIoit/RrKhkBVBS5WNmzARWTUqpu3brYu3cvnj17hsGDB2PNmjUwMDBAzxVHweMLbzkEh8OBAFzMCXwotDGJdPny5QuOHTuGoUOHUjEpA65evYqLFy/Cy8uLiskSoArlN9hsbs4wDNzc3LBo0SIsX74cy5cvpxencurXTB9XptmhlbEWgJLv0vuaHI1lrSrIzS49Waavr48NGzYgJSUFI2fMw3sFbfCFfH+GL2AQnpiOxLQvwh2YSIWjR4/i69evGDx4MNtRSDkJBALMnDkTLVq0oM1VJUQF5W9oamqy0jaIz+djzJgxWLduHTZv3gwPDw+xZ5BVelVV4TvCpsS79C5NaQuDpNNYuWAmBAI6t1tWaGtro0pTZyiI6DOaApeDg7dT//6FRObs3bsXDg4OdNCEDDhy5Aju3buHVatW0YROCdEayt9o3bo1TE1NsW/fPrFds6CgAEOHDoW/vz92795Ni7rF4G+79MLCwmBnZwc/Pz8MGDCAxaREmOxWhyClmP6RwmKgpYpQN3uRjU8kT2JiIkxNTXHo0CH079+f7TikHPLy8lC3bl3Ur18fQUFBbMeRGvK9JekPxH3LOzc3F/369cO5c+dw5MgR9OrVS2zXlmeFu/R+x9bWFj169ICHhwd69uyJChUqiDEdEYWsPB5SRVhMAkBqRg6y83hyv+tTnuzbtw8aGhro0aMH21FIOW3fvh0pKSk4c+YM21GkCt3y/g1xFpTZ2dno1q0bLl68iJMnT1IxKWFWrlyJ169fY9OmTWxHIUKQkpH9ywk4wsYASM7IFvFViKTg8/nYv38/+vXrh4oVK7Idh5TDp0+fsGTJEgwbNgz16tVjO45UoYLyN8RVUH78+BFOTk64ffs2zp8/j86dO4v8mqR0zMzMMHbsWCxbtgzp6elsxyHllC/ERveScB3CvuDgYLx8+ZKWKcmAlStXIicnB4sWLWI7itShgvI3xFFQvn//Hu3bt8ejR49w5coVtGvXTqTXI2W3YMECAMDixYtZTkLKS1lRPC974roOYd++fftgbm4OGxsbtqOQcnj16hU2bNiAadOmoVatWmzHkTr0ivcbGhoaIt3l/fr1a9jZ2eHVq1cIDQ2lFyIJp6Ojgzlz5mDbtm2IjxfOySqEHYZaar/s7hc2zn/XIbLv48ePOHHiBIYNG0a7gaWcp6cnVFVVMXPmTLajSCUqKH9DU1MTnz59gig2wScnJ6Nt27b48uULwsLCYGVlJfRrEOGbPHkyatasidmzZ7MdhZSDmooi9EV8ko2+liptyJETAQEByM/Ph6urK9tRSDk8evQIe/fuxfz584uOXyalQwXlb2hoaIDH4+Hr169CHffJkydo06YNOBwOwsPDYW5uLtTxiehUrFgRy5cvR2BgIMLDw9mOQ8rB3ly39KcmlZAClwN7M12RjE0kz969e9GxY0fUrFmT7SikHGbPng0DAwOMHTuW7ShSiwrK3yj8hCLMdZQxMTGwtbWFpqYmwsPDYWhoKLSxiXj0798fTZo0wYwZM6jZuRQbaKMPvkA0e735AgaDWtDJSvLgyZMnuH37Nm3GkXJhYWE4ffo0li1bBhUVFbbjSC0qKH9D2AXl7du30a5dO+jr6+PatWuoUaOGUMYl4sXlcrFmzRpERkYiICCA7TikjEyrqaOtibbQZykVuBy0NdGGia66UMclkmnfvn2oUqUKnJ2d2Y5CyohhGMycORNNmjRB37592Y4j1aig/A1hFpTBwcFwcHBA/fr1cfXqVWhra5d7TMKedu3awdnZGR4eHsjLy2M7Dimj5S4NoCjkglKRy8FylwZCHZNIJj6fD19fX/Tv358OPJBix48fR0REBFauXAkul0qi8qA/vd8QVkF59uxZdO7cGa1bt8aFCxdosa+MWLlyJV68eIEtW7awHYWUkV5VVSxythTqmIudLaEn4g0/RDJcvnwZr1+/xrBhw9iOQsqooKAAc+bMQceOHdGhQwe240g9Kih/o7DwK0/roICAAPTo0QOdO3dGUFAQ1NSojYissLCwwOjRo7F06VJkZGSwHYeUUb9m+nBzMhPKWO5O5ujbjNZOyou9e/fC0tISTZo0YTsKKaOdO3ciMTERK1euZDuKTKCC8jcqV64MDodT5hnKPXv2oH///ujXrx8CAgJooa8MWrhwIfh8PpYuXcp2FFIOE+1NsaJnA6gocku9plKBy4GKIhcrezbABHsTESUkkubDhw84efIk9Z6UYl++fMGiRYvg6uqKhg0bsh1HJlBB+RtcLhfq6uplKig3bdqEESNGYPTo0di/fz8UFakfnSzS1dXF7Nmz4e3tjcTERLbjkHLo10wfV6bZoZWxFgD8tbAsfLyVsRauTLOjmUk5c/jwYfD5fAwcOJDtKKSM1q5dW3RuNxEODiOKzt0yQt/YFN0GDMfI0WOhrMiFoZbaH5sVMwyD5cuXY968eXBzc8OqVavo06uMy8nJgbm5OVq0aIGjR4+yHYcIQcK7L/CLSEVIfBpSM3Lw4wskAwMtNdib6WJQC33azS2nmjdvjurVqyMoKIjtKKQM3r59CxMTE4wbNw6rV69mO47MoILyJ0VvJk/TkJKRDXxXEHIA6FdVhb25Lgba6MO02v/fTBiGgYeHB1auXInFixdj3rx5VEzKiQMHDmDIkCG4ceMGWrVqxXYcIkTZeTwkZ2QjjyeAXZtWmD91LGZOn8J2LMKiuLg41K9fH8ePH0fPnj3ZjkPKYPz48Th8+DCePXuGqlWrsh1HZlBB+Z8XmTmYE/gQ4YnpUOBy/tj0uPDxtibaWO7SALU0K2DSpEnYunUr1q9fj6lTp4ovOGGdQCBAkyZNUKFCBdy8eZM+SMioevXqwdHRERs3bmQ7CmGRu7s79u7di9evX0NZWZntOKSUnj59CktLS3h5ecHd3Z3tODKFCkoA/pGp8AyKA0/AlOr0DAUuB4pcDgzSI3Blx2L4+Phg5MiRIkxKJFVwcDA6dOiAgIAA9O7dm+04RAS6du0KLpdLtznlWEFBAfT09NC3b1/6YCGl/v33X0RGRiI+Pp76hwqZ3G/K2RKSgNknHiKPJyj1UWx8AYO8Aj7iNZth5PpjVEzKsfbt26NLly6YPXs2NTuXUUZGRkhKSmI7BmHRxYsX8e7dO+o9KaVu3bqFEydOYOnSpVRMioBcF5T+kalYcym+fIP8d3vz0lsVHIlMFUIqIq1WrVqF5ORkbN26le0oRASMjY3x/Plz0E0d+bV37140bNgQ1tbWbEchpVR4xKKVlRXtzhcRuS0oX2TmwDMoTqhjLgiKw4vMHKGOSaRHvXr1MGrUKCxZsgSZmZlsxyFCZmRkhJycHKSlpbEdhbAgPT0dp0+fxtChQ9mOQsrg9OnTuH79OlauXAkFBQW248gkuS0o5wQ+BK+Ut7j/hidgMCfwf+3deViU5f4G8HsWQEDcWM1EZgQ3pE6L4UpplvlLNKnjQq6ZJJXlOeKuueNaerIT6Kkkt/BouCSZlaIhKpqaIppgyGKKCAgi6MAM7++PghOCAs4Mzyz357q8ri6Ud25S4OZ5n/f7JBn0mmRe5s2bh7KyMixevFh0FDIwlUoFALh8+bLgJCTCli1bIEkSV7fMkFarxfTp09GnTx/069dPdByLZZWFMvV6EeIv5dZ7z2RtdOUS4i/l4lJOkUGvS+bDw8MD06ZNw5o1a7jfzsJUFEr+vVqnqKgoDBgwAK6urqKjUD1FRUXhwoULnA1tZFZZKDcnZtb7iLW6Ushl2HSMeymt2T//+U+4urpixowZoqOQATVp0gTOzs5cobRCZ86cwenTp/kwjhkqLi7G3LlzMWzYMJ67bmRWWSjjLuYYfHWygq5cQlwK91hZMwcHByxevBj//e9/cfToUdFxyIDUajVXKK1QVFQU3Nzc0L9/f9FRqJ5Wr16NGzducBtSA7C6Qnlbo0WmkR+cycwrQbFGa9TXINM2cuRIPP744wgLC+NTwRZEpVJxhdLKlJaWYtOmTRgxYgRsbGxEx6F6uHHjBpYtW4bQ0FCo1WrRcSye1RXKjLxiGPvbuwQgPa/YyK9CpkyhUGDlypU4cuQIYmJiRMchA6kYHUTW49tvv0Vubi6f7jZDixYtgkwmw+zZs0VHsQpWVyhLteUW9Tpkuvr27Yv+/ftj2rRpKC0tFR2HDEClUiEzMxNlZWWio1ADWb9+PZ566in4+fmJjkL1kJaWhoiICEybNo0PUjUQqyuUtsqG+ZAb6nXItC1fvhyXL19GRESE6ChkACqVCuXl5cjKyhIdhRrA9evXERsby9VJMzRr1iy4urpi0qRJoqNYDatrPV7OjjD20ADZn69D1LlzZ4wbNw4LFizAzZs3RcchPVXsw+KDOdZh8+bNUCgUGD58uOgoVA8///wzoqOjMX/+fDg4OIiOYzWsrlA62inh2cK4/8A8nR3gaKc06muQ+Zg/fz40Gg3Cw8NFRyE9eXp6Qi6Xcx+lFZAkCevXr8fAgQPh7OwsOg7VkSRJmDZtGjp27MiV5QZmdYUSAHq3dzPqHMre7dyMcm0yTy1btsTUqVPx8ccfs4iYORsbG7Ru3ZorlFbg9OnTOHfuHGdPmpl9+/bhwIEDWLp0KZRKLuw0JKsslK/7exp1DuWIrp5GuTaZr8mTJ8PZ2RkzZ84UHYX0xNFB1mH9+vVo2bIlXnzxRdFRqI50Oh2mTp2Knj17IjAwUHQcq2OVhdLH3Qm9vF0MvkqpkMvQy9sF3m5OBr0umT9HR0csWrQI0dHRSExMFB2H9MDRQZZPo9Fgy5YtGDlyJFe5zMimTZuQlJTEIxYFscpCCQDhg/2gNHChVMplCB/M0RJUs9GjR8PPz4/Dzs2cSqXiLW8L98033yA/P5978MzI3bt3MWfOHLz66qvo1q2b6DhWyWoLZesWDpg/0Neg11ww0BetjfzAD5mvimHnhw8fxs6dO0XHoYekUqmQm5uLoqIi0VHISKKiouDv74+OHTuKjkJ1tGbNGly9epUPPwpktYUSAIZ18UTYi+30ukbFStPkvj4Y2oV7J+nBXnzxRfTr1w9Tp07lsHMzVTE6iLe9LdO1a9ewd+9erk6akfz8fISHhyMkJATt2un3PZ0enlUXSgB4t7cPlgb5wU4pr/eeSoVcBluFDPl71+BybKSREpKlWbFiBdLS0rB27VrRUeghqFQqACyUlmrTpk2wsbHBsGHDREehOlqyZAnKysowd+5c0VGsmtUXSuCPlcof//Esuqv/mDVWW7Gs+P3uamccmNwbS8YHYtWqVTwNherEz88PY8eOxfz581FQUCA6DtWTu7s77O3tuY/SAlXMnhw8eDCaNWsmOg7VQWZmJtasWYOwsDC4u7uLjmPVZBKfDqgi9XoRNidmIi4lB5l5Jfjr/xwZ/hha3rudG0Z09azyNPf777+Pf//734iNjUW/fv0aPDeZl6tXr8LHxwfvvvsuli1bJjoO1ZOvry+ef/55fPzxx6KjkAEdP34c/v7++O677/h13EyMHj0a3333HS5dugQnJ05YEYmF8gGKNVqk5xWjVFsOW6UcXs6O9z0BR6fTYdCgQYiPj0dCQgI6d+7cwGnJ3MybNw9Lly7Fr7/+Ci8vL9FxqB4CAwMhSRL27NkjOgoZUGhoKL755htkZGRAoVCIjkO1OHPmDJ544gl88sknePvtt0XHsXoslAZUVFSEnj17orCwEImJiVx+pwe6ffs2fHx80KdPH2zevFl0HKqH9957D/v370dycrLoKGQgd+/ehYeHB95++20+KWwmXnrpJaSlpSE5ORk2Njai41g97qE0ICcnJ+zZswcajQYDBw7EnTt3REciE9a4cWMsXLgQW7ZswYkTJ0THoXqoOC2HP49bjp07d6KwsJBPd5uJ/fv3Y9++fViyZAnLpIngCqUR/PzzzwgICMCAAQMQHR0NuZy9nWqm0+nwt7/9DS1atMDBgwd5uoOZ2LVrF1555RVcu3YNHh4eouOQAbz00ksoKipCQkKC6ChUi/LycnTp0gW2trY4cuQIv26aCDYdI3j66aexefNmbN++HXPmzBEdh0yYQqHAihUr8NNPP2H37t2i41AdcXSQZbly5Qq+//57jB07VnQUqoOtW7fi1KlTPGLRxLBQGsngwYOxbNkyhIeHIyoqSnQcMmH9+vXDCy+8gKlTp6KsrEx0HKqDikLJ0UGWYePGjWjUqBGGDBkiOgrVQqPRYNasWQgMDESvXr1Ex6G/YKE0orCwMLz55psICQnBwYMHRcchEyWTybBixQqkpqZi3bp1ouNQHTg5OcHFxYUrlBagYvbkq6++iiZNmoiOQ7WIjIxERkYGli5dKjoK3YOF0ohkMhk+/fRTBAQEICgoCCkpKaIjkYl6/PHHMWbMGMybNw+FhYWi41AdqNVqrlBagKNHjyI1NZUP45iBwsJCLFy4EGPHjkWnTp1Ex6F7sFAamY2NDbZv3w53d3e8/PLLyMvLEx2JTNTChQtRXFzMn7zNRMWT3mTe1q9fD09PT/Tu3Vt0FKrFsmXLUFJSgvnz54uOQjVgoWwAzZo1Q2xsLAoKCjB48GBoNBrRkcgEtWrVCmFhYVi1ahUyMzNFx6FasFCav5KSEmzduhWjR4/mNA4T9/vvv2P16tWYNGkSWrVqJToO1YCfQQ1ErVZj165dOH78OEJCQji/jmo0ZcoUNGvWDLNmzRIdhWqhVquRlZXFB6nMWExMDIqKijB69GjRUagWc+fOhYODA6ZNmyY6Ct0HC2UD6t69O9avX48NGzbwJAaqkZOTExYsWIBNmzbh5MmTouPQA6hUKpSXl3M12YxFRUUhICAAbdu2FR2FHuD8+fNYv3495syZg6ZNm4qOQ/fBQtnAhg8fjvnz52P27NnYunWr6Dhkgt544w106tQJYWFhXMk2YWq1GgBHB5mrjIwMHDhwgLMnzcD06dPRpk0bTJgwQXQUegAWSgHmzJmDESNGYPTo0Th69KjoOGRilEolVqxYgYMHD2LPnj2i49B9tG7dGnK5nPsozdSGDRvg4OCA1157TXQUeoD4+Hh88803WLx4Mezs7ETHoQfg0YuCaDQa9O3bFxcvXkRiYmLloGQi4I/ZeC+88AKuXLmCpKQknlVrolQqFYYOHcon882MJEnw9vZGQEAA1q9fLzoO3YckSejWrRu0Wi2OHz/OB6dMHP92BLGzs8OOHTvg5OSEAQMGoKCgQHQkMiEymQwrV65ESkoKPvvsM9Fx6D74pLd5io+PR1paGmdPmrivv/4aiYmJWLZsGcukGeAKpWC//vorunXrhi5duiA2NpYrUVTFmDFj8O233+LSpUs8xcMEjRs3DklJSTh+/LjoKFQPb7zxBg4dOoTU1FQWFRNVVlYGX19fqNVqfPfdd6LjUB3wM0mwDh064Ouvv0ZcXBwmTpzIhzCoikWLFqGoqAjLli0THYVqwNNyzM/t27fx3//+l7MnTdx//vMfXLp0iV/7zAg/m0xAnz59EBkZibVr12LVqlWi45AJefTRRzF58mR89NFHyMrKEh2H7qFSqZCXl4dbt26JjkJ19PXXX6O4uBijRo0SHYXuo6ioCPPnz8fIkSPx+OOPi45DdcRCaSLGjRuHadOmISwsDLt27RIdh0zItGnT0KRJE8yZM0d0FLpHxegg7qM0H+vXr0efPn3g5eUlOgrdx4cfflh5bjeZDxZKExIeHo6goCAEBwfj1KlTouOQiXBycsL8+fOxYcMGnD59WnQc+ouK6QwslOYhLS0Nhw4d4sM4Jiw7OxsrV67ExIkT4enpKToO1QMLpQmRy+XYsGEDfH19ERgYiCtXroiORCbizTffRPv27Tns3MS4ubnBwcGB+yjNxJdffgknJycEBQWJjkL3sWDBAtjY2GDGjBmio1A9sVCaGAcHB+zevRtKpRKBgYG4ffu26EhkApRKJZYvX44DBw5g7969ouPQn2QyGUcHmYny8nJ8+eWXGDJkCBwdHUXHoRpcvHgR69atw8yZM9GiRQvRcaieODbIRCUlJaFHjx547rnnsGPHDigUCtGRSDBJktCnTx/k5OTgzJkzUCqVoiMRgMDAQJSXlyM2NlZ0FHqAAwcO4Pnnn8fhw4fRo0cP0XGoBq+++ipOnDiBlJQUNGrUSHQcqieuUJooPz8/bN26FbGxsZgyZYroOGQCKoadnz9/Hl988YXoOPQntVrNFUozEBUVBR8fH3Tv3l10FKrB0aNHERMTg4ULF7JMmikWShPWv39/fPzxx1i1ahUiIiJExyET8NRTT2HEiBH44IMPUFRUJDoO4X+n5fBmj+m6desWtm/fjjFjxkAmk4mOQ/eQJAlTp07FY489hhEjRoiOQw+JhdLEvfPOO3jvvfcwceJE7Nu3T3QcMgGLFy9GQUEBVqxYIToK4Y8Vyrt37yI7O1t0FLqPbdu24e7duxg5cqToKFSDb775BocPH8ayZcu4vcuMcQ+lGdDpdBg0aBDi4+ORkJCAzp07i45Egs2YMQP/+te/kJqailatWomOY9WSkpLw2GOPISEhgbdTTVTPnj3h6OjIH8pNkFarxWOPPYaWLVvixx9/5AqyGeMKpRlQKBT46quv4OXlhQEDBuD69euiI5Fg06dPh6OjI4edm4CKWZQcHWSaUlNTkZCQwNmTJioqKgoXLlzA8uXLWSbNHAulmXBycsKePXug0WgwaNAg3LlzR3QkEqhp06aYN28eoqKicObMGdFxrFrjxo3h6urKB3NMVFRUFJo2bYpXXnlFdBS6R0lJCebOnYthw4bhqaeeEh2H9MRCaUZat26Nb775BmfPnsXo0aNRXl4uOhIJFBISAh8fHw47NwEqlYorlCZIp9Nhw4YNGDZsGOzt7UXHoXusXr0aN27cwOLFi0VHIQNgoTQzTz/9NDZv3ozt27fzdqeVs7GxwfLly/Hjjz9yb5hgHB1kmvbv348rV65g7NixoqPQPW7cuIGlS5ciNDQUarVadBwyABZKMzR48GAsX74c4eHhiIqKEh2HBBo4cCACAgIQFhYGrVYrOo7V4mk5pikqKgodOnTAM888IzoK3WPRokUAgNmzZwtOQobCQmmmJk+ejPHjxyMkJAQHDx4UHYcEqRh2npyczB8uBFKr1cjKykJpaanoKPSngoIC7NixA2PHjuXDHiYmLS0NERERmD59OlxdXUXHIQNhoTRTMpkM//73vxEQEICgoCCkpKSIjkSCdOnSBcHBwZgzZw7PfhdEpVJBkiRkZmaKjkJ/2rp1K0pLSzko2wTNmjULrq6umDRpkugoZEAslGbMxsYG27dvh7u7O15++WXk5eWJjkSCLF68GDdv3sTKlStFR7FKFXvA+GCO6YiKisJLL72ERx55RHQU+ouff/4Z0dHRmD9/PhwcHETHIQNioTRzzZo1Q2xsLAoKCjB48GBoNBrRkUgALy8vvP/++1ixYgWuXr0qOo7Vad26NRQKBfdRmogLFy7g2LFjnD1pYiRJwrRp09CxY0f+3VggFkoLoFarsWvXLhw/fhwhISEcIWOlZsyYAXt7e3zwwQeio1gdpVKJ1q1bc4XSRHz55Zdo3rw5AgMDRUehv9i3bx8OHDiApUuXQqlUio5DBsZCaSG6d++O9evXY8OGDQgPDxcdhwRo1qwZ5s6diy+++AJnz54VHcfqcHSQadBqtdiwYQOCg4PRqFEj0XHoTzqdDtOmTUPPnj1Z9C0Uf0SwIMOHD0dqaipmz54Nb29vDB06VHQkamBvvfUW1qxZg6lTp+K7774THceqqFQq/PLLL6JjWJVijRbpecUo1ZbDVimHl7MjfjrwA65du8ZbqiZm06ZNOHv2LI4cOcKn7i0UC6WFmTNnDlJTUzF69Gh4enqiW7duoiNRA7K1tcWyZcsQFBSEffv2oV+/fqIjWQ21Wo0dO3aIjmHxUq8XYXNiJuIu5iAzvwR/3eAjA2BbdgveQ2egyaPtREWke9y9exdz5sxBUFAQvydZMJnEDXcWR6PRoG/fvrh48SISExOhUqlER6IGJEkSAgICUFhYiNOnT0OhUIiOZBW++uorBAcHo6CgAE2bNhUdx+Jk5Zdg5o4kxF/KhUIug678/t+6ZJAgQYZe3i4IH+yH1i34NLFIK1aswIwZM3D+/Hm0a8eib6m4h9IC2dnZYceOHWjSpAkGDBiAwsJC0ZGoAVUMO09KSsKXX34pOo7VqBgdxH2Uhhd9IhN9Vx3CkbQ/RqM9qEwCgIQ/bqkeSctD31WHEH2C80FFyc/PR3h4OEJCQlgmLRwLpYVycXFBbGwsrl69ir///e8oKysTHYkakL+/P4YNG4bZs2ejuLhYdByrUHEngIXSsD6JS8X0mCRotOW1Fsl76colaLTlmB6ThE/iUo2UkB5kyZIlKCsrw9y5c0VHISNjobRg7du3R0xMDOLi4jBx4kSOE7Iy4eHhyMvLw4cffig6ilVwdXWFg4MDRwcZUPSJTKz83jCngK38PgVbuVLZoDIzM7FmzRqEhYXB3d1ddBwyMhZKC9e7d2+sW7cOa9euxapVq0THoQakUqnw3nvvYfny5bh27ZroOBZPJpNxdJABZeWXYO7uZINe84PdycjKLzHoNen+5syZg6ZNm2Ly5Mmio1ADYKG0AmPHjsX06dMRFhaGXbt2iY5DDWjmzJmws7Pj7aYGolKpuEJpIDN3JEFbz1vctdGWS5i5I8mg16SanTlzBhs3bsTcuXPh5OQkOg41ABZKK7F48WIEBQUhODgYp06dEh2HGkjz5s3xwQcf4PPPP8e5c+dEx7F4XKE0jNTrRYi/lFvvPZO10ZVLiL+Ui0s5RQa9LlU3bdo0eHt7Y/z48aKjUANhobQScrkcGzZsgK+vLwIDA3HlyhXRkaiBhIaGQqVSYerUqaKjWDyVSoX09HSUl5eLjmLWNidmQiE3zvBrhVyGTce4l9KY9u/fj3379iE8PBw2Njai41ADYaG0Ig4ODti9ezeUSiUCAwNx+/Zt0ZGoAVQMO9+7dy9++OEH0XEsmlqtxt27d5GdnS06ilmLu5hj8NXJCrpyCXEpOUa5NgHl5eWYOnUq/P398eqrr4qOQw2IhdLKeHh4YM+ePfjtt98QHBwMnU4nOhI1gKCgIHTv3h1hYWH8Ozcijg7S322NFplGfnAmM68ExRqtUV/DWm3duhWnTp3CihUreMSilWGhtEJ+fn7YunUrYmNjMWXKFNFxqAHIZDJ8+OGHOHv2LDZu3Cg6jsXy8vICAD6Yo4eMvGIYe8CZBCA9j/NZDU2j0WDWrFkIDAxEr169RMehBsazvK1U//798fHHH+Pdd9+Fj48PQkNDRUciI+vatSuGDBmCWbNmYciQIXBw4HF0hta4cWO4ublxhbIWkiTh5s2byM7OxvXr15GdnV35KyWvFHDta/QMpVruczW0yMhIZGRkYM+ePaKjkAAslFbsnXfeQUpKCiZOnAi1Wo1+/fqJjkRGtmTJEnTo0AEfffQRZs+eLTqORbLm0UG3b9+uVhArfv317devX0dpaWmV93VwcEDLli3RXO0HuBo/q62SN+gMqbCwEAsXLsTYsWPRqVMn0XFIAJnE41Osmk6nw6BBgxAfH4+EhAR07txZdCQyssmTJ2Pt2rW4dOkSPDw8RMexOMHBwfj9999x6NAh0VEMQqPRICcnp9aSmJ2dXe2YTxsbG3h4eMDd3R0eHh5Vft37tsaNGwMAijVadJ63z7i3vSUJz+buxrPdu6JHjx5o164d9/vpaebMmVi9ejVSU1PRqlUr0XFIABZKQlFREXr16oWCggIkJibyiCwLl5+fD29vbwwZMgSRkZFVfq9Yo0V6XjFKteWwVcrh5ewIRzveyKiPWbNmYePGjcjMNN3RNDqdDrm5ubUWxOzsbNy8ebPK+8pkMri6ulYriDWVxObNmz9UUXt2RRwyjPhgjoOuGLbfh+Ps2bOQJAkuLi7o3r07evbsiR49euCpp56CnZ2d0V7f0vz+++/w8fHBpEmTEB4eLjoOCcJCSQCArKws+Pv7w9PTE3FxcbC3txcdiYxo1apVCAsLQ1JSEmycW2NzYibiLuYgM7+kysqQDIBnCwf0bu+G1/094ePOEy9q8/nnn2P8+PG4c+dOg5YSSZJQUFBQa0HMzs7GjRs3qs3KbNasWa0F0cPDAy4uLlAqjftDxrzdydiYmGGU0UEKuQwj/dtg3kBfFBYW4tixY0hISEBCQgISExNRXFwMOzs7PP300+jRowd69uyJ7t27w9nZ2eBZLMWbb76JnTt34rfffkPTpk1FxyFBWCip0smTJxEQEICXX34Z0dHRkMu5x8hSaTQadOzSE/YB41Ds1BoKueyB37wrfr+XtwvCB/uhdQs+0HM/Bw4cwPPPP4+UlBT4+Pjofb3i4uI6lcSa9iXa29ujZcuWtZZENzc3NGrUSO+shpJ6vQgvrP7JaNf/8R8B8Har/sORVqvFmTNnkJCQgMOHDyMhIQFXr14FAHTo0AE9evSo/OXj48Pb5ADOnz8PPz8/fPTRR3j//fdFxyGBWCipip07dyIoKAgzZszA4sWLRcchI4k+kYnZO86iTKuDTFH31SaFXAalXIb5A30xrIunEROar8uXL0OtVuO7776774NupaWllcWwtodY7j2AQKlU1loQK97euHFjsy09Iz9PxJG0PIOuUirkMnRXO2PjOP86/XlJkpCRkVG5gpmQkICkpCRIkgRXV9cqBfPJJ5+0ytvkAwcOxLlz53DhwgWr/Pjpf1goqZqVK1diypQpWL9+PcaMGSM6DhnYJ3GpWPl9it7XCXuxHd7trf8KnKWo2Jd45coVPPPMMxg5ciQ6depU48pifn5+lfe9d1/ig0pi8+bNreLuQVZ+CfquOgSNAcf72Cnl+PEfz+q1wl5YWIijR49WuU1eUlICOzs7dOnSpcpt8hYtWhgsuygP2lcdHx+PgIAAbNmyBcOHDxeclERjoaRqJEnCW2+9haioKHz//fd47rnnREciA4k+kYnpMUkGu96yID8MteCVyop9iXUZhZOTk3PffYkPKogeHh5wdXU1+r5Ec2QO/17Lysoqb5NX3Cq/du0aAKBjx45VVjG9vb3NYsU49XpRrfuqn2vvith/zQAKr+H48eNW8UMOPRgLJdWorKwM/fv3x6lTp3Ds2DG0a9dOdCTSk6mu+IhQXFxcY0ms6W017UusqRz+tSBOnjwZbm5uiImJEfQRWg5DrahPebE93untbYBEDyZJEtLT06vcJj937hwkSYKbm1u12+S2trZGz1RXWfklmLkjCfGXcmvdVy2HhHLI0KmFDGvHPWd2XwPI8Fgo6b4KCgrQrVs3aLVaHDt2jE85mjlT2JNmTKWlpTXOS6ypJNa0L7G2VcS/zkusbZVp/PjxOHXqFE6ePGnMD9lqRJ/IxNzdydCWS/X691ux53fBQF+hK+kFBQXVbpPfuXMHjRo1qrxN3qNHD6G3yfX9f8x91cRCSQ+UlpYGf39/dOzYET/88AM3XZspUU/N6kun0yEvL69OTznXtC/RxcWlTqNwDL0vccmSJVixYkW1TPTw6rN6ZupTCcrKyvDLL79UeZo8OzsbANCpU6cqq5ht27Y1+m1y7qsmQ2ChpFodOXIEffr0wdChQxEVFWUWe4Coqoaa61cXkiShsLCwzvMSdTpdlfdv2rRpnUqiyH2J0dHRGD58OG7evIlmzZoJyWCpKvf3peQgM6+G/X3ODujdzg0junoa5YccY5AkCZcvX65ymzw5ORmSJMHd3b1KwXziiScMepvcHPapknlgoaQ6+eqrrxAcHIxFixZh1qxZouNQPRn75JE2zg7Y+7Z/nWYlZmdnQ6PRVHn/Ro0aVZmX+KDbz6Y0L/F+EhMT0bVrV5w6dQpPPPGE6DgWy5JPdrp582aV2+THjx+vvE3+zDPPVD5N3q1bNzRv3vyhXoP7qsmQWCipzhYsWIC5c+ciOjoaQ4cOFR2H6ui2Rgs/I5+NLEkSsj76O6Syu5Vvu3df4oPOc3ZycrKole8bN27Azc0NX3/9NYKCgkTHIQtQWlpa7Tb59evXAQC+vr5VVjHVanWdPp8sfV81NSwWSqozSZIwatQobNu2DXFxcejWrZvoSFQHyVcL8fKaw0Z/nXfaFuFJlWtlSWzRooXVjhKRJAlOTk6YN28ewsLCRMchCyRJEtLS0qrdJgcADw+ParfJbWxsqry/ue6rJtNlGfcGqEHIZDJ89tlnSE9Px6BBg5CYmAiVSiU6FtWi1IC3sx6k74v98ITnw916szQymQxqtRqXL18WHYUslEwmQ9u2bdG2bVuMGjUKAJCfn1/lNvnMmTNx9+5d2NvbV7tNvjnx91ofbnpYCrkMm45l1nlfNVkGrlBSveXm5qJr166ws7PDkSNH0LRpU9GR6AEaaoUydmJP+D7CfwsVBg0ahNLSUuzdu1d0FLJSpaWlOH36dJXb5Dk5OZDJZGjzbhQkR+ONgmvj7IBDYb2Ndn0yPdZ5P4r04uLigtjYWFy9ehV///vfUVZWJjoSPYCXsyOMvTtR9ufr0P9whZJEs7W1hb+/P/75z38iJiYG2dnZSE1NReRnUZAcjDvvMjOvBMUarVFfg0wLCyU9lPbt2yMmJgZxcXGYOHEiuNBtuhxsFXB1MO6nuqezg8U8XWsoKpUK6enp1Y5jJBJFJpPB29sbPV4aBBj5ITgJQHpesVFfg0wLCyU9tN69e2PdunVYu3YtVq9eLToO3ePWrVv49NNP8fjjj+PSTzuBcl2t7/MwFHIZerdzM8q1zZlKpYJGo6k815nIVDTUvuqGeh0yDSyUpJexY8di+vTpmDx5Mnbt2iU6DgH45Zdf8NZbb+GRRx7Be++9B29vb3z0dhAgVxjl9XTlEkZ05SDje6nVagDgbW8yKbm5uUg6c7pBXstWyYphTXiPivS2ePFipKamIjg4GPHx8XjyySdFR7I6d+7cwbZt2xAREYFjx47hkUcewZQpU/Dmm2+iVatWAID9+cabOcfxINV5eXkB+OP40p49e4oNQ1YnPz8fycnJ1X7l5ORAZtMIrf+5zaizX7mv2vqwUJLe5HI5NmzYgOeeew6BgYFITEzEo48+KjqWVUhNTUVkZCSioqKQn5+PF154ATExMQgMDKx27GD4YD/0XXXIoIVSKZchfLCfwa5nSRwdHeHu7s4VSjKqgoKCGotjxdngSqUSPj4+8PX1RWhoKHx9feHr64sJsdnIzL9jtFzcV219+LdNBuHg4IDdu3fD398fgYGBiI+PR+PGjUXHskhlZWXYvXs3IiIisH//fjg7O+ONN97AW2+9BW9v7/u+X+sWDpg/0Neg5/YuGOjLI9YeQKVSIS0tTXQMsgC3bt3C+fPnce7cuSrF8erVqwAAhUIBb29v+Pr6Yvz48ZXFsV27djWe/d3nkoSNiRlGm0PJfdXWh4WSDMbDwwN79uxBjx49EBwcjB07dkChMM6+PWuUlZWF//znP/jss89w7do1dO/eHRs3bsRrr71W5/Oth3XxRO5tDVZ+n6J3nikvtsfQLtw7+SAcHUT1dfv2bZw/f77aimNWVhaA/z2p7evri7Fjx1YWx/bt28POzq7Or/O6vyeijqYb5WPgvmrrxEJJBuXn54etW7diwIABmDJlCj766CPRkcxaeXk5vv/+e0RERGDPnj1wcHDAyJEjMWHCBDz22GMPdc13e/vApbEd5u5OhrZcqtcKhUIug1Iuw4KBviyTdaBSqXDo0CHRMcgEFRcX48KFC9WKY0ZGBoA/iqNKpYKvry9ef/31yuLYoUMH2Nvb6/36Pu5O6OXtwn3VZDA8KYeM4tNPP8U777yDTz/9FKGhoaLjmJ0bN27giy++wNq1a3H58mU8/vjjCA0NRXBwMJycDPOFOiu/BDN3JCH+Um6tR7BV/H4vbxeED/bjbe46+vzzzzF+/HjcuXOnXqtHZDnu3LlTY3FMT0+vnN/r5eVVWRgrfnXs2BEODsb9PMvKL0HfVYegMeB4HzulHD/+41l+jbBCLJRkNJMmTcInn3yC2NhY9OvXT3QckydJEg4fPozIyEhs374dMpkMQ4cOxYQJE9C1a1ejPZGZer0ImxMzEZeSg8y8Evz1C4IMf2yu793ODSO6enLVoZ7i4uLQp08fXLx4Ee3atRMdh4zo7t27uHjxIpKTk6vsc0xLS6ssjp6enjUWR5H7zaNPZBp0X/WyID/evbBSLJRkNDqdDoMGDUJ8fDwSEhLQuXNn0ZFM0q1bt7Bx40ZERkbi3Llz8Pb2xoQJEzBmzBg4OxvvrN2aFGu0SM8rRqm2HLZKObycHfmkph7S09OhUqmwd+9evPTSS6LjkAFoNBqkpKRUW3G8dOlS5alIrVq1qlIaO3fujI4dO6JJkyaC09fsk7hUg+2rfqf3/R8MJMvGQklGVVRUhF69eqGgoACJiYlwd3cXHclknD59GhEREdiyZQvu3r2LQYMGITQ0FH369IFczoHAlkCr1cLe3h4ff/wxt36YmbKyshqLY2pqKnS6P06datmyZbUVx06dOqFZs2Ziwz+E6BOZ3FdNemGhJKPLysqCv78/PD09ERcXZ5AN5ebqzp072Lp1KyIjI5GYmIhWrVohJCQE48aNqxxATpalbdu2CAoKwooVK0RHoRqUlZXh0qVL1YpjSkoKtFotAMDd3b1acfT19UXz5s0Fpzcs7qsmfbBQUoM4efIkAgIC8PLLLyM6OtrqVuAuXrxYOYC8oKAA/fr1w4QJEzBgwIBqA8jJsrzwwgto2rQptm/fLjqKVdPpdPjtt9+qlMZz587h4sWLKCsrAwC4uLhU3qL+a3Fs6K0nonFfNT0MFkpqMDt37kRQUBBmzpyJRYsWiY5jdGVlZdi5cyciIyNx4MABuLi44I033kBISAjatm0rOh41kJCQEPz88884deqU6ChWQafT4fLly9VWHH/99VdoNBoAQIsWLWpccXRz4zDue3FfNdUV/1VQg3nllVewfPlyTJkyBT4+Phg9erToSEaRmZlZOYA8OzsbPXv2xKZNm/Daa69xdIwVUqlU2LZtm+gYFqe8vBzp6enViuOFCxdw9+5dAECzZs3g6+sLf39/vPHGG5XF0d3d3ajnWFsSRzslfB9pKjoGmQEWSmpQkydPRkpKCsaPH482bdrgueeeEx3JIHQ6XeUA8tjYWDg6OlYOIPfz41nX1kytVqOgoAA3b960uD13DUGSJGRmZlYbx3PhwgWUlJQAAJo0aQJfX1889dRTGDVqVGVxbNmyJYsjUQPhLW9qcGVlZejfvz9OnTqFY8eOmfV8vpycnMoB5Onp6fjb3/5WOYCcZ5kTABw/fhz+/v44efIknnzySdFxTJYkSbhy5Uq1Fcfz58/j9u3bAIDGjRujU6dO1W5VP/rooyyORIKxUJIQBQUF6N69O8rKynDs2DGz2vQuSRLi4+MrB5ArFAoMHToUoaGheOaZZ/iNjarIzc2F2yOtsfrzzej1bG+r34cmSRKuXr1aY3G8desWAMDBwaHG4ujp6cnPLyITxUJJwly+fBn+/v7o0KEDfvjhB5PfX1hYWIgNGzYgMjIS58+fh4+PT+UA8hYtWoiORyam4knZAxdzkJFXXKUIyQB4tnBA7/ZueN3fEz7ulvekrCRJyM7OrrE4FhQUAADs7e3RsWPHasWxTZs2VjcJgsjcsVCSUEeOHEGfPn0wdOhQREVFPXD1QdTThidPnkRkZCS2bNmC0tJSvPLKK5gwYQL69OnD1RKqxhpn+eXk5FQZxVPx3zdv3gQA2NnZoUOHDtVOj/Hy8oJCoRCcnogMgYWShPvqq68QHByMRYsWYdasWVV+r3Ie2sUcZObXMA/NSKs8JSUl2Lp1KyIiInDixAk8+uijCAkJwZtvvomWLVsa7HXIsuh72sj8gb4YZsKnjeTm5lZbcUxOTkZubi4AwNbWFu3bt6+24qhWqzlvlcjCsVCSSVi4cCE++OADREdHY+jQocJWeX799VdERkbiyy+/RGFhIfr164fQ0FD83//9H78h0gMZ6jzksBfb4d3ePgZI9PDy8/NrLI45OTkAAKVSWWNx9Pb25ucJkZVioSSTIEkSRo0ahW3btmFO1F5sSL7bYKs8paWl2LlzJyIiInDw4EG4uLhg3LhxCAkJgVqtfpgPh6xM9IlMTI9JMtj1lgX5Nci5yAUFBTUWx+zsbACAQqGAj49PteLo4+MDW1tbo+cjIvPBQkkmQ6PR4Jkxc1Do9aze16rLKk9GRgbWrVuHzz//HNevX0evXr0QGhqKoKAgk39AiExHVn4J+q46BI223GDXtFPK8eM/njXYnspbt27h/Pnz1Y4dvHr1KgBALpfD29u7WnFs164dPxeIqE5YKMlkNMQqj06nw759+xAREYFvv/0WjRs3xqhRo/DWW2+hc+fOBnttsh4jP0/EkbS8eq2m10Yhl6G72hkbx/nX6/1u375drTgmJycjKysLACCTydC2bdtqxbF9+/Zo1KiRwfITkfVhoSSTYOxVnuvXr+OLL77AunXrkJ6ejieeeAKhoaEYPnw4B5DTQ0u9XoQXVv9ktOv/+I8AeLtVf9isuLgYFy5cqFYcMzIyKv+MSqWq8kS1r68vOnToAHt7e6PlJSLrxd3TZBJm7kiC1oArPACgLZcw4Yuf4PRzFGJiYqBQKDBs2DCEhoaiS5cuHPlDetucmFnrQ2MPSyGXISohDa96lVcbx5Oeno6KtYA2bdrA19cXQ4YMqSyQHTt2hKOjo8EzERHdD1coSThjr/LY/rgMb78ehNGjR/MsZTKoZ1fEISO/xGjXL8u/iqvrQgAArVu3rnarumPHjnBysryh6ERkfrhCScIZc5VHLgOGz/kUkwZyfyQZ1m2NFplGLJMAYNOiJeLij+DJx3zRpEkTo74WEZE+WChJuLiLOUYpkwBQLgEHU24Y5dpUf+Xl5dDpdNBqtdBqtVX+uz5va+j3q+ltdxo5Q/rbWCP/H5PBVd2JZZKITB4LJQnVEKs8mXklKNZoG+SYxntJkoTy8nKDlRhTKFL6vF95ueEeuqqNQqGAUqmEUqms8t/6vM3Ozq7ybSX2bshugI+j1IAPqhERGQsLJQmVkVcMY2/ilQBMnLkAjcsKGrxI6XQ6I390VdnY2Bi0QDVq1KjO72uo16zP2+73ZxQKhdEfukq+WoiX1xw26msAgK1SbvTXICLSFwslCdVQqy8JxxJhV3StTiWlUaNGBi84DVGq5HIWj4bk5ewIGWDUH4hkf74OEZGpY6EkoRpq9SVm23/h+0jTBnktsg6Odkp4tnAw6lPens4OQrZqEBHVF5c0SKiKVR5j4ioPGUvv9m5QyI3zL1ghl6F3OzejXJuIyNBYKEmoilUeY+IqDxnL6/6eRptQoCuXMKKrZ+1/kIjIBLBQknBc5SFz5ePuhF7eLgb/96uQy9DL26XGYxeJiEwRCyUJx1UeMmfhg/2gNHChVMplCB/sZ9BrEhEZEwslCcdVHjJnrVs4YP5AX4Nec8FAX7Q28lYQIiJDYqEkk8BVHjJnw7p4IuzFdga51pQX22NoF66qE5F5YaEkk8BVHjJ37/b2wdIgP9gp5fVebVfIZbBTyrEsyA/v9PY2UkIiIuORSZJk7INKiOrsk7hUrPw+Re/rTHmxPb8xkxBZ+SWYuSMJ8ZdyoZDLHrg/uOL3e3m7IHywH38AIiKzxUJJJif6RCbm7k6Gtlyq18M6CrkMSrkMCwb68pYhCZd6vQibEzMRl5KDzLySKifqyPDHOKve7dwwoqsn9/kSkdljoSSTxFUesiTFGi3S84pRqi2HrVIOL2dHzkYlIovCQkkmjas8REREpo+FkswGV3mIiIhMEwslEREREemFY4OIiIiISC8slERERESkFxZKIiIiItILCyURERER6YWFkoiIiIj0wkJJRERERHphoSQiIiIivbBQEhEREZFeWCiJiIiISC8slERERESkFxZKIiIiItILCyURERER6YWFkoiIiIj0wkJJRERERHphoSQiIiIivbBQEhEREZFeWCiJiIiISC8slERERESkFxZKIiIiItILCyURERER6YWFkoiIiIj0wkJJRERERHphoSQiIiIivbBQEhEREZFeWCiJiIiISC8slERERESkFxZKIiIiItILCyURERER6YWFkoiIiIj0wkJJRERERHphoSQiIiIivbBQEhEREZFeWCiJiIiISC8slERERESkFxZKIiIiItILCyURERER6YWFkoiIiIj08v+Z5H1sW2QBsgAAAABJRU5ErkJggg==\n",
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\n",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -1433,7 +1433,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a4f599fb",
+   "id": "cc4da952",
    "metadata": {},
    "source": [
     "This function writes to the file `path.png` in the local directory. If Graphviz and\n",
@@ -1446,19 +1446,19 @@
   {
    "cell_type": "code",
    "execution_count": 39,
-   "id": "97a8506b",
+   "id": "34997105",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-01-04T19:40:14.292501Z",
-     "iopub.status.busy": "2023-01-04T19:40:14.292239Z",
-     "iopub.status.idle": "2023-01-04T19:40:14.512103Z",
-     "shell.execute_reply": "2023-01-04T19:40:14.511418Z"
+     "iopub.execute_input": "2023-02-23T15:29:18.434588Z",
+     "iopub.status.busy": "2023-02-23T15:29:18.434226Z",
+     "iopub.status.idle": "2023-02-23T15:29:18.734147Z",
+     "shell.execute_reply": "2023-02-23T15:29:18.733295Z"
     }
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -1476,10 +1476,17 @@
   },
   {
    "cell_type": "markdown",
-   "id": "72e1fd01",
+   "id": "e4d99944",
    "metadata": {},
    "source": [
-    "See Drawing for additional details."
+    "See Drawing for additional details.\n",
+    "\n",
+    "# NX-Guides\n",
+    "\n",
+    "If you are interested in learning more about NetworkX, graph theory and network analysis\n",
+    "then you should check out [nx-guides](https://networkx.org/nx-guides/index.html). There you can find tutorials,\n",
+    "real-world applications and in-depth examinations of graphs and network algorithms.\n",
+    "All the material is official and was developed and curated by the NetworkX community."
    ]
   }
  ],