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-rw-r--r--reference/introduction_full.ipynb110
1 files changed, 55 insertions, 55 deletions
diff --git a/reference/introduction_full.ipynb b/reference/introduction_full.ipynb
index 795dff66..fb2591c7 100644
--- a/reference/introduction_full.ipynb
+++ b/reference/introduction_full.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e2f57e72",
+ "id": "032fb79d",
"metadata": {},
"source": [
"## Introduction\n",
@@ -34,13 +34,13 @@
{
"cell_type": "code",
"execution_count": 1,
- "id": "bc29f559",
+ "id": "99f6bdf8",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.044503Z",
- "iopub.status.busy": "2023-01-03T20:27:35.044263Z",
- "iopub.status.idle": "2023-01-03T20:27:35.117993Z",
- "shell.execute_reply": "2023-01-03T20:27:35.117269Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.005963Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.005709Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.112055Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.111154Z"
}
},
"outputs": [],
@@ -50,7 +50,7 @@
},
{
"cell_type": "markdown",
- "id": "ec570782",
+ "id": "8ed4bfef",
"metadata": {},
"source": [
"To save repetition, in the documentation we assume that\n",
@@ -89,13 +89,13 @@
{
"cell_type": "code",
"execution_count": 2,
- "id": "b95145e0",
+ "id": "f145b972",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.122086Z",
- "iopub.status.busy": "2023-01-03T20:27:35.121843Z",
- "iopub.status.idle": "2023-01-03T20:27:35.125364Z",
- "shell.execute_reply": "2023-01-03T20:27:35.124717Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.116588Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.116303Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.120925Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.119959Z"
}
},
"outputs": [],
@@ -108,7 +108,7 @@
},
{
"cell_type": "markdown",
- "id": "cc9e3ee7",
+ "id": "3080a91f",
"metadata": {},
"source": [
"All graph classes allow any [hashable](https://docs.python.org/3/glossary.html#term-hashable) object as a node.\n",
@@ -207,13 +207,13 @@
{
"cell_type": "code",
"execution_count": 3,
- "id": "0376d71c",
+ "id": "8355bc13",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.128497Z",
- "iopub.status.busy": "2023-01-03T20:27:35.128273Z",
- "iopub.status.idle": "2023-01-03T20:27:35.131710Z",
- "shell.execute_reply": "2023-01-03T20:27:35.131075Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.125798Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.125426Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.129842Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.128767Z"
}
},
"outputs": [],
@@ -226,7 +226,7 @@
},
{
"cell_type": "markdown",
- "id": "55e825f0",
+ "id": "618c2ee3",
"metadata": {},
"source": [
"Edge attributes can be anything:"
@@ -235,13 +235,13 @@
{
"cell_type": "code",
"execution_count": 4,
- "id": "f1cb48d5",
+ "id": "6c1f6eef",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.134730Z",
- "iopub.status.busy": "2023-01-03T20:27:35.134521Z",
- "iopub.status.idle": "2023-01-03T20:27:35.137665Z",
- "shell.execute_reply": "2023-01-03T20:27:35.137040Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.133724Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.133474Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.137388Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.136596Z"
}
},
"outputs": [],
@@ -253,7 +253,7 @@
},
{
"cell_type": "markdown",
- "id": "10559968",
+ "id": "eaebd399",
"metadata": {},
"source": [
"You can add many edges at one time:"
@@ -262,13 +262,13 @@
{
"cell_type": "code",
"execution_count": 5,
- "id": "2c55ecf6",
+ "id": "c831b73c",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.140639Z",
- "iopub.status.busy": "2023-01-03T20:27:35.140430Z",
- "iopub.status.idle": "2023-01-03T20:27:35.144275Z",
- "shell.execute_reply": "2023-01-03T20:27:35.143626Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.142122Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.141793Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.146367Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.145606Z"
}
},
"outputs": [],
@@ -281,7 +281,7 @@
},
{
"cell_type": "markdown",
- "id": "aac0c4d6",
+ "id": "d70bbeff",
"metadata": {},
"source": [
"See the Tutorial for more examples.\n",
@@ -346,13 +346,13 @@
{
"cell_type": "code",
"execution_count": 6,
- "id": "ca3d9b8b",
+ "id": "11bef07a",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.147402Z",
- "iopub.status.busy": "2023-01-03T20:27:35.147194Z",
- "iopub.status.idle": "2023-01-03T20:27:35.151505Z",
- "shell.execute_reply": "2023-01-03T20:27:35.150853Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.150056Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.149675Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.156548Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.155416Z"
}
},
"outputs": [
@@ -373,7 +373,7 @@
},
{
"cell_type": "markdown",
- "id": "3d3aa733",
+ "id": "1f73282d",
"metadata": {},
"source": [
"# Drawing\n",
@@ -394,19 +394,19 @@
{
"cell_type": "code",
"execution_count": 7,
- "id": "adfd3c21",
+ "id": "e37c43b3",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.156101Z",
- "iopub.status.busy": "2023-01-03T20:27:35.155889Z",
- "iopub.status.idle": "2023-01-03T20:27:35.741006Z",
- "shell.execute_reply": "2023-01-03T20:27:35.740353Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.162652Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.162394Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.921522Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.920601Z"
}
},
"outputs": [
{
"data": {
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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
@@ -426,7 +426,7 @@
},
{
"cell_type": "markdown",
- "id": "b8a18d63",
+ "id": "5af7e732",
"metadata": {},
"source": [
"See the examples for more ideas.\n",
@@ -466,13 +466,13 @@
{
"cell_type": "code",
"execution_count": 8,
- "id": "a7bbcdc2",
+ "id": "4aacda5f",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.744553Z",
- "iopub.status.busy": "2023-01-03T20:27:35.743997Z",
- "iopub.status.idle": "2023-01-03T20:27:35.748034Z",
- "shell.execute_reply": "2023-01-03T20:27:35.747494Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.925805Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.925376Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.930536Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.929703Z"
}
},
"outputs": [
@@ -493,7 +493,7 @@
},
{
"cell_type": "markdown",
- "id": "12b7f9bb",
+ "id": "570035bb",
"metadata": {},
"source": [
"The data structure gets morphed slightly for each base graph class.\n",
@@ -511,13 +511,13 @@
{
"cell_type": "code",
"execution_count": 9,
- "id": "030fd58c",
+ "id": "c7e74c22",
"metadata": {
"execution": {
- "iopub.execute_input": "2023-01-03T20:27:35.750994Z",
- "iopub.status.busy": "2023-01-03T20:27:35.750631Z",
- "iopub.status.idle": "2023-01-03T20:27:35.754891Z",
- "shell.execute_reply": "2023-01-03T20:27:35.754237Z"
+ "iopub.execute_input": "2023-01-03T21:20:09.936229Z",
+ "iopub.status.busy": "2023-01-03T21:20:09.935979Z",
+ "iopub.status.idle": "2023-01-03T21:20:09.941219Z",
+ "shell.execute_reply": "2023-01-03T21:20:09.940350Z"
}
},
"outputs": [